{ "schemaVersion": 1, "findings": [ { "id": "spectrum-wrc19-275-450ghz", "theme": "convergence", "title": "275-450 GHz opened for fixed and mobile uses", "plain": "WRC-19 added a rule (RR 5.564A) identifying 275-296, 306-313, 318-333 and 356-450 GHz for land mobile and fixed applications, with protections for radio astronomy and Earth-observation sensors. Envisaged uses are kiosk downloads, data-centre links, chip-to-chip links and short backhaul.", "sixg": "The first international footing for true terahertz communication.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A regulatory identification; no mass-market phone uses these bands.", "sources": [ "rs-b99eb5aaa8", "rs-62d20645ec" ], "origin": "library", "canada": null }, { "id": "spectrum-wrc19-5g-mmwave", "theme": "convergence", "title": "5G millimetre waves opened 2019; Canada auctioning", "plain": "WRC-19 identified 17.25 GHz of millimetre-wave spectrum for mobile (24.25-27.5, 37-43.5, 45.5-47, 47.2-48.2 and 66-71 GHz). In May 2026 Canada set rules to auction 26 GHz (25.1-27.5) and 38 GHz (37.6-40.0) blocks. These bands sit inside the first 6G study range.", "sixg": "6G can reuse mmWave for hotspots; it is the highest band in the first 6G study.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Identified does not mean widely deployed; mmWave 5G coverage remains patchy.", "sources": [ "rs-b5f7939b17", "rs-ecabde5b90" ], "origin": "library", "canada": "ISED decision SPB-004-26 (26 and 38 GHz)" }, { "id": "spectrum-ieee-300ghz-standard", "theme": "convergence", "title": "A 300 GHz link standard already exists", "plain": "IEEE 802.15.3d (2017) defines short point-to-point links in 252-325 GHz at up to 100 Gbit/s; a lab demonstration hit 100 Gbit/s in 2018. Intended uses are data centres, backhaul and close-range file transfer.", "sixg": "Shows true-THz radio works for fixed, short links, which is the realistic THz role in the 6G era.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A niche standard for fixed links; not a cellular system.", "sources": [ "rs-f46ec35f38" ], "origin": "library", "canada": null }, { "id": "how-walls-bodies-block-high-bands", "theme": "convergence", "title": "Above 90 GHz, walls, glass and bodies block signals", "plain": "ITU measurements show waves above about 92 GHz barely get through obstacles: clear glass cut a 144 GHz signal by about 28 dB per centimetre versus about 4 dB at 28 GHz, and a person or vehicle in the path can cut it by about 25 dB. Water vapour in air also soaks up these frequencies.", "sixg": "Sub-THz 6G links would need clear line of sight, reflections or many small cells, which limits them to short-range uses.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Loss varies a lot by material and exact frequency; these are example measurements.", "sources": [ "rs-7faf45f733" ], "origin": "library", "canada": null }, { "id": "canada-ericsson-encqor-rd", "theme": "convergence", "title": "Canada funds next-generation wireless R&D in Ottawa, Montreal", "plain": "Canada co-funded the C$400 million ENCQOR 5G testbed (2018) across Ontario and Quebec, and in November 2024 put C$79.1 million into a C$634.8 million Ericsson project on 5G, cloud radio, AI and quantum in Ottawa and Saint-Laurent.", "sixg": "Builds the research base Canadian firms use for 5G-Advanced and later 6G; the 2024 release does not mention 6G.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Funding announcements, not 6G networks; no published health or XR results from ENCQOR were found.", "sources": [ "rs-a1edc0cc8e", "rs-45011d1004" ], "origin": "public", "canada": "ENCQOR (Ontario and Quebec); Ericsson Canada, Ottawa ON and Saint-Laurent QC" }, { "id": "spectrum-dband-backhaul", "theme": "convergence", "title": "D-band already has rules for point-to-point links", "plain": "Europe's spectrum body adopted channel plans in 2018 for fixed radio links in 130-174.8 GHz (part of the D-band) and a companion plan for 92-114.25 GHz. These are tower-to-tower links, not phones.", "sixg": "Sub-THz is likely to enter 6G-era networks first as backhaul between sites.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Rules existing is not the same as wide deployment.", "sources": [ "rs-646a608a87", "rs-075a5b50bf" ], "origin": "library", "canada": null }, { "id": "how-frequency-range-tradeoff", "theme": "convergence", "title": "Higher frequency: more data, shorter reach", "plain": "Radio waves at higher frequencies have shorter wavelengths and come in wider blocks of spectrum, so they can carry more data. But the same signal weakens faster: ITU's own formula shows moving from 2 GHz to 140 GHz adds about 37 dB of loss, thousands of times weaker, at the same distance.", "sixg": "Explains why 6G keeps lower bands for coverage and only uses very high bands for short, fast links.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The loss figure assumes the same antennas at both frequencies; bigger antenna arrays win some of it back.", "sources": [ "rs-7faf45f733" ], "origin": "library", "canada": null }, { "id": "humans-inside-feedback-loops", "theme": "convergence", "title": "People now sit inside machine feedback loops", "plain": "In systems like an adaptive prosthetic hand, the person and the device learn from each other, so the result cannot be explained by either alone. Monitoring can even change the behaviour it later measures.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Co-adaptation is shown in small lab studies; it can also drift or destabilise if adaptation rates are badly set, and responsibility still sits with designers and governance.", "sources": [ "rs-00d6aa5630", "rs-9954948f92", "rs-6f6b4fe3df" ], "origin": "both", "canada": null, "evidenceNote": "Lab studies show user and myoelectric controller co-adapting and outperforming user-only learning, and the classic BCI review states user and system must adapt to each other; evidence is small-sample lab work, and the second sentence about monitoring changing behaviour is not directly tested in these sources." }, { "id": "spectrum-fcc-spectrum-horizons", "theme": "convergence", "title": "US opened 95 GHz-3 THz for experiments in 2019", "plain": "In March 2019 the FCC created 'Spectrum Horizons' experimental licences for 95 GHz to 3 THz, lasting up to 10 years, and made 21.2 GHz available for unlicensed devices above 95 GHz.", "sixg": "Lets companies build and test sub-THz and THz equipment that could feed later 6G.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Experimental and unlicensed access, not licensed mobile service.", "sources": [ "rs-eca37b89de" ], "origin": "library", "canada": null }, { "id": "3gpp-tr22870-6g-use-cases", "theme": "convergence", "title": "3GPP finished its 6G use-case study in 2026", "plain": "In March 2026 3GPP approved TR 22.870, a 590-plus page study of what 6G should be used for. It groups example use cases under AI-native 6G, sensing, coverage everywhere, immersive communication, massive IoT and industry.", "sixg": "The Stage-1 anchor for 6G normative work; about 161 use cases and 473 candidate requirements were consolidated to 243.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A use-case study lists ideas companies proposed; many will not make it into the first 6G release.", "sources": [ "rs-fa8ee0196f", "rs-c86a6d5a03", "rs-ee60498a6f" ], "origin": "public", "canada": null }, { "id": "what-imt2030-six-uses", "theme": "convergence", "title": "6G is a UN framework with six jobs", "plain": "6G's official name is IMT-2030. The UN telecom agency (ITU) approved its framework in November 2023, listing six jobs: immersive calls, ultra-reliable fast links, huge numbers of devices, coverage everywhere, AI built into the network, and the network sensing its surroundings.", "sixg": "This is the definition of 6G itself. Sensing and AI are the two jobs earlier generations were not designed for.", "evidence": "proposed", "when": "now", "whenText": "approved November 2023", "limits": "The framework describes goals, not a frequency band and not a working network.", "sources": [ "rs-fd8b800d02", "rs-aaffa2aa0e" ], "origin": "library", "canada": null }, { "id": "what-6g-defined-by-jobs-not-band", "theme": "convergence", "title": "6G is defined by capabilities, not one frequency", "plain": "Nothing in the 6G framework says 6G means one particular kind of wave. Canada's spectrum regulator expects 6G to use low, mid and high bands together, plus AI, satellites and sensing.", "sixg": "6G is a system upgrade across many bands, so 'what frequency is 6G?' has several answers.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Which bands each country actually licenses for 6G is still being decided.", "sources": [ "rs-075a5b50bf", "rs-fd8b800d02" ], "origin": "library", "canada": "Innovation, Science and Economic Development Canada (ISED)" }, { "id": "how-network-as-sensor-isac", "theme": "convergence", "title": "6G networks may sense like radar", "plain": "Integrated sensing and communication (ISAC) means the same radio signals that carry data also bounce off objects, so the network can detect presence, distance, angle and speed of things like drones. It is one of ITU's six 6G jobs and is being studied for the first 6G release.", "sixg": "Turns towers into a sensing layer for traffic, drones and smart places.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "Sensing performance and privacy rules are still being studied; it does not mean seeing through walls or reading bodies in detail.", "sources": [ "rs-64c2ca6b02", "rs-fd8b800d02" ], "origin": "library", "canada": null }, { "id": "itu-values-are-research-targets", "theme": "convergence", "title": "6G numbers are research targets, not promises", "plain": "Headline figures such as 200 Gbit/s peaks or 0.1 ms latency are examples ITU gives to guide research. ITU says they apply only to some scenarios and may not all be reached at once.", "sixg": "Example targets: peak 50/100/200 Gbit/s, user rate 300/500 Mbit/s, latency 0.1-1 ms over the air, reliability 1-10^-5 to 1-10^-7, 10^6-10^8 devices/km2, 500-1000 km/h, positioning 1-10 cm.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "The popular '1 Tbit/s 6G' figure is not an ITU value; ITU latency figures cover the radio link only, not the whole round trip to a cloud or hospital.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "how-sharing-existing-bands", "theme": "convergence", "title": "6G will first reuse today's 4G/5G bands", "plain": "Vendors plan to switch 6G on inside existing 5G bands using multi-RAT spectrum sharing, where 5G and 6G share the same channels, and to add new mid-band spectrum alongside. Sub-1 GHz bands like 600 and 700 MHz stay essential for coverage.", "sixg": "Lets 6G launch without waiting for new spectrum and keeps wide-area coverage.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "This is a vendor plan; operators and regulators decide what is actually refarmed.", "sources": [ "rs-93e51b5afd", "rs-64c2ca6b02" ], "origin": "library", "canada": null }, { "id": "ten-layer-claim-test", "theme": "convergence", "title": "A ten-layer test for any convergence claim", "plain": "The research splits every claim into ten layers, from biology and sensors through networks, models and actuation up to governance and storytelling, and asks which layers were actually shown. An eight-rung evidence ladder runs from physical effect to proven large-scale deployment.", "sixg": "Network layers (local body links, gateways and infrastructure) are rungs 3-4. Proving a fast network exists does not prove the sensing, model or intervention layers above it.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "This is the research's own editorial tool; it resembles, but is not, an established readiness scale such as NASA's TRLs.", "sources": [ "rs-73e3b87c52" ], "origin": "both", "canada": null, "evidenceNote": "The ten-layer test and eight-rung ladder are the research's own tool with no public source; the closest established analogue is NASA's nine-level readiness scale, which grades maturity from basic research to proven mission use." }, { "id": "how-ai-native-network", "theme": "convergence", "title": "AI is designed into 6G from the start", "plain": "ITU lists 'AI and communication' as a 6G job, and 3GPP's 6G study includes a common framework for using machine learning inside the network, with checks and fallback to conventional methods.", "sixg": "AI-native design aims to tune the radio and network automatically and to host AI services at the edge.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "The framework is under study; how much AI ends up in the first release is not settled.", "sources": [ "rs-fd8b800d02", "rs-64c2ca6b02" ], "origin": "library", "canada": null }, { "id": "spectrum-subthz-feasible-later", "theme": "convergence", "title": "Above 100 GHz is feasible, but for later", "plain": "A 2024 ITU report concludes mobile systems above 100 GHz are technically feasible in the future, with research clustered around 100, 140-160, 220-240 and 300 GHz. Use cases are indoor/outdoor hotspots, sensing, device-to-device links and wireless backhaul, alongside lower bands.", "sixg": "Sub-THz is a possible later 6G add-on for short, very fast links.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Feasible is not planned: no current 6G release includes these bands.", "sources": [ "rs-7faf45f733" ], "origin": "library", "canada": null }, { "id": "convergence-definition", "theme": "convergence", "title": "Bio-digital convergence joins five kinds of systems", "plain": "The research defines bio-digital convergence as the joining of biological, engineering, information, cognitive and network systems. Canada's foresight unit uses a related three-part definition, and IEC and ISO now run a joint systems committee on the topic.", "sixg": "Network systems are one of the five pillars in the definition, so networks are part of convergence by construction; this research does not specify which generation.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "The five-pillar definition is the research's own; public bodies define the field differently, and defining it does not prove any imagined system exists.", "sources": [ "rs-ece25ecf7b", "rs-347db85cbd" ], "origin": "both", "canada": null, "evidenceNote": "Policy Horizons defines biodigital convergence as digital and biological systems combining (physical integration, coevolution, conceptual convergence) and frames it as systemic; IEC/ISO set up a joint systems committee in 2024, but neither uses the research's five-pillar definition." }, { "id": "spectrum-canada-watching-6g-bands", "theme": "convergence", "title": "Canada is monitoring 7-8 GHz, eyeing D-band backhaul", "plain": "ISED's 2026 spectrum outlook lists 7.125-8.4 GHz and 14.8-15.35 GHz as 'monitoring' items pending WRC-27, and puts 92-114.25 GHz and 130-174.8 GHz as possible backhaul bands to consult on later. It notes a December 2022 decision on bands above 95 GHz.", "sixg": "Shows where Canada's 6G spectrum work stands: watching mid-bands, treating sub-THz as backhaul.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "Priorities can change after WRC-27.", "sources": [ "rs-075a5b50bf" ], "origin": "library", "canada": "ISED Spectrum Outlook interim update (2026)" }, { "id": "sw-cisco-ioe-includes-people", "theme": "convergence", "title": "Cisco's 'Internet of Everything' counts people as nodes", "plain": "Cisco's 2013 definition of the Internet of Everything joins people, process, data and things, and gives ingestible health sensors and wearables as ways people connect.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "It is a company marketing concept from 2013; it does not say people are controlled by the network or that any specific product cannot be removed.", "sources": [ "rs-7141d579c1" ], "origin": "library", "canada": null }, { "id": "convergence-is-a-connected-chain", "theme": "convergence", "title": "Convergence is a chain, not one gadget", "plain": "Biodigital convergence happens when a body process is measured, turned into data, sent over a network, read by a model, and used to act back on the person. No single sensor, cloud or implant counts on its own; the connections are the point.", "sixg": "The network links in the chain (body-area links, gateways, wide-area infrastructure) are where next-generation connectivity fits. The research lists 6G and terahertz among the technologies grouped around the body, but only as research leads from link collections, not as evaluated findings.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A standards committee that names the convergence is mapping existing standards and gaps; it does not show the parts already work together as one system.", "sources": [ "rs-ece25ecf7b", "rs-809103811b", "rs-d474c9e6a4" ], "origin": "both", "canada": null, "evidenceNote": "Public sources frame convergence as linked systems (Policy Horizons) and a standards committee is mapping gaps, while IoBNT is a 2015 architectural vision; none shows the full sense-to-act chain running as one deployed system." }, { "id": "spectrum-first-6g-study-capped-52ghz", "theme": "convergence", "title": "First 6G radio study stops at 52.6 GHz", "plain": "3GPP's 6G radio study (started June 2025, due June 2027) covers frequencies up to 52.6 GHz: today's bands below 7 GHz, the 7 GHz range and 24-52.6 GHz millimetre waves. Its scope text says frequencies above 52.6 GHz are not included.", "sixg": "Means the first 6G standard is not a terahertz system; sub-THz would come in a later release, if at all.", "evidence": "proposed", "when": "2026-2028", "whenText": "study June 2025 to June 2027", "limits": "Scope can be extended in later releases; this describes the first study only.", "sources": [ "rs-7820eed3fe", "rs-91458c39a9", "rs-0effd80df4" ], "origin": "library", "canada": null }, { "id": "sas-symbiosis-framework", "theme": "convergence", "title": "IEEE frames the future as human-machine symbiosis", "plain": "An IEEE initiative argues that tools are turning into autonomous systems that sense, learn and act, and that people, machines and environments will increasingly adapt to each other. Its roadmap runs from 2020 to 2040, with a horizon at 2050.", "sixg": "Treats pervasive low-latency connectivity (5G in its time) as the 'fabric' that lets billions of devices act together; it does not discuss 6G.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "A white-paper vision written by IEEE volunteers, not a deployment plan; the 2019 update itself said body-level symbiosis would not arrive in a significant way within two years.", "sources": [ "rs-d6e397f8a1", "rs-96b50d7310" ], "origin": "library", "canada": null }, { "id": "itu-minimum-requirements-feb-2026", "theme": "convergence", "title": "ITU experts agreed 20 minimum 6G requirements", "plain": "In February 2026 an ITU expert group agreed a draft list of 20 minimum technical performance requirements for 6G, seven of them new. Formal approval is scheduled for 1 December 2026.", "sixg": "Turns the 2023 research ranges into pass/fail thresholds that candidate 6G radio technologies will be evaluated against.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "The numbers are not public until approval, and ITU says they are minimum levels, not guaranteed real-world performance.", "sources": [ "rs-8a5ce42866", "rs-8766abc539" ], "origin": "public", "canada": null }, { "id": "itu-imt2030-framework-approved", "theme": "convergence", "title": "ITU set the official 6G framework in 2023", "plain": "The UN telecom agency (ITU) approved the framework for 'IMT-2030', the formal name for 6G, in November 2023. It lists six uses: immersive communication, hyper-reliable low-latency links, massive device connections, coverage everywhere, AI in the network, and the network sensing its surroundings.", "sixg": "Defines 6G itself. AI-and-communication and integrated sensing are new scenarios ITU says earlier generations were not designed to support.", "evidence": "proposed", "when": "now", "whenText": "approved November 2023", "limits": "A framework states goals, not a working network; countries may deploy only some features, added modularly.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "forecast-discipline", "theme": "convergence", "title": "Keep forecast dates attached to future claims", "plain": "Forecasts should carry their date and assumptions: the 2014 trillion-sensor forecast is not a current count, 2017 symbiotic-system scenarios are not deployments, and a 2018 nanonetwork design is not hidden infrastructure.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "This is an editorial rule; the sources show the forecasts were aspirations or designs at the time, not that they failed or succeeded.", "sources": [ "rs-bd698a6d7a", "rs-8fe52e5c1c", "rs-d474c9e6a4" ], "origin": "both", "canada": null, "evidenceNote": "The trillion-sensor figure was a target for an industry roadmap 'within the next decade', the IEEE SAS papers are roadmap scenarios, and IoBNT is a design vision, which supports the editorial rule that these are dated forecasts, not counts or deployments." }, { "id": "how-beamforming-massive-mimo", "theme": "convergence", "title": "Many tiny antennas aim beams to recover range", "plain": "To make up for weaker high-frequency signals, base stations use large grids of small antennas that steer energy into narrow beams toward each user (beamforming, massive MIMO). At 100 GHz the antenna spacing is only about 1.5 mm, so many elements fit in a small panel.", "sixg": "Bigger antenna arrays are how 6G makes the 7-8 GHz band reach as far as today's sites, and are a precondition for any sub-THz use.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "5G already uses smaller versions of this; the larger 6G arrays add cost, complexity and energy use.", "sources": [ "rs-7faf45f733", "rs-1360c67c8e" ], "origin": "library", "canada": null }, { "id": "sw-nbic-converging-technologies", "theme": "convergence", "title": "NSF-backed NBIC report set out human-performance convergence", "plain": "A US National Science Foundation and Commerce Department report from the early 2000s surveyed how nano-, bio-, information and cognitive technologies could converge to improve human performance and health.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "It is a vision and workshop report from over twenty years ago; it was read here only through a secondary summary and is not a plan that was carried out.", "sources": [ "rs-2c348afd6b" ], "origin": "library", "canada": null }, { "id": "nga-north-america-use-case-priorities", "theme": "convergence", "title": "North American industry ranks which 6G uses matter", "plain": "In April 2026 the Next G Alliance rated immersive, AI-enabled media and sensing-data services as high priority, digital twins as medium and multi-robot coordination as medium-low. Health was not given a priority.", "sixg": "Signals which 3GPP 6G use cases North American operators and vendors want in the first release.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "An industry opinion about priorities, not a standard; low priority means 'later', not 'impossible'.", "sources": [ "rs-2090c5b28c" ], "origin": "public", "canada": null }, { "id": "sw-6g-programmable-metasurfaces", "theme": "convergence", "title": "Programmable surfaces could steer 6G radio waves", "plain": "Programmable metasurfaces are panels of tiny tunable elements that can reflect, pass or shape radio waves. Researchers propose them for 6G to steer signals, sense surroundings and locate devices, and lab versions have already sent data.", "sixg": "Proposed as a 6G building block for controlling the radio environment, joint sensing and communication, and localisation.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "These are research designs and lab demonstrations; the sources do not link them to the human body or show them deployed in networks.", "sources": [ "rs-b28816c7c0", "rs-cab089544a" ], "origin": "library", "canada": null }, { "id": "how-satellites-built-in", "theme": "convergence", "title": "Satellites become part of the mobile network", "plain": "Since 3GPP Release 17 (frozen 2022), 5G standards already let ordinary handsets connect to satellites. The 6G study treats satellite access as an integral part of the system and looks at working even without GPS-type positioning.", "sixg": "Aims at coverage everywhere, one of ITU's six 6G jobs.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Direct-to-phone satellite links are low capacity compared with towers; 6G satellite features are still a study.", "sources": [ "rs-316fd165c9", "rs-64c2ca6b02" ], "origin": "library", "canada": null }, { "id": "decision-points-and-warnings", "theme": "convergence", "title": "Six choices that steer bio-digital futures", "plain": "Key choices: whether core functions require the cloud, whether neural and body data enter ad markets, whether workers and soldiers can refuse, whether calibration is portable, whether models can be corrected, and whether long-term care is funded first.", "sixg": "Whether core functions require the cloud is directly a network-architecture decision; Appendix E adds a network-failure stress test for every system.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These are analytical decision points; the cited cases show each choice is live somewhere, not that a trend is established.", "sources": [ "rs-3918baebe5", "rs-89b3afae4a", "rs-7065b00ffe" ], "origin": "both", "canada": null, "evidenceNote": "The six decision points are the research's own analysis, but real cases anchor several: Argus II users lost support after the maker moved on, Colorado now treats neural data as sensitive data, and a UK-German defence study urges military augmentation." }, { "id": "itu-candidate-submissions-2027-2029", "theme": "convergence", "title": "6G technology proposals due 2027 to 2029", "plain": "ITU has invited candidate 6G radio technologies to be submitted between February 2027 and February 2029. ITU aims to finish initial 6G standardization by 2030, with deployments from 2030 onwards.", "sixg": "This is the gate every 6G radio design must pass to be recognised as IMT-2030.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "A schedule can slip, and being an approved standard does not mean networks are built or affordable in any given country.", "sources": [ "rs-8766abc539", "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "isaac-arthur-6g-incremental", "theme": "convergence", "title": "A futurist expects 6G to be incremental, not revolutionary", "plain": "In a 2024 survey of coming technologies, futurist Isaac Arthur says the interesting part is not 5G or 6G as labels but steady gains: more and faster data, lighter devices, longer range and lower battery drain, with links woven into watches and AR glasses. He picks AI as the decade's game-changer and wearables plus smart homes as runner-up.", "sixg": "Frames 6G as more capacity and lower power for body-worn and AR devices, not a new category of experience.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Opinion from a popular science video, offered without data.", "sources": [ "rs-5346da891e" ], "origin": "library", "canada": null }, { "id": "ised-6g-spectrum-outlook-wrc27", "theme": "convergence", "title": "Canada is preparing 6G spectrum for WRC-27", "plain": "Canada's spectrum regulator says ITU's IMT-2030 work will be the basis for 6G and it is leading Canada's preparation for the 2027 World Radiocommunication Conference, which studies 4.4-4.8, 7.125-8.4 and 14.8-15.35 GHz for mobile use. A January 2026 consultation adds that 6G is anticipated in Canada 'in a few years'.", "sixg": "Upper mid-band spectrum is a leading candidate for wide-area 6G capacity; ISED frames 6G as a way to close rural digital divides.", "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "No Canadian 6G auction or band decision has been made; bands are still under international study.", "sources": [ "rs-7953ed96c2", "rs-caf9643388" ], "origin": "public", "canada": "Innovation, Science and Economic Development Canada (ISED)" }, { "id": "3gpp-release-21-timeline", "theme": "convergence", "title": "First 6G specifications planned to freeze in 2028-2029", "plain": "3GPP, the body that writes the actual mobile standards, approved in June 2026 a plan for its first 6G release (Release 21). The core design freezes in December 2028 and the final protocol code in March 2029.", "sixg": "Release 21 is the first normative 6G release (6G radio, core and 5G-Advanced); Release 20 was the study phase.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "A frozen standard still needs chips, phones and networks built; 3GPP gives no date for commercial service.", "sources": [ "rs-d06905f036", "rs-0effd80df4" ], "origin": "public", "canada": null }, { "id": "what-3gpp-rel20-study-rel21-specs", "theme": "convergence", "title": "First 6G specs end-2028, networks around 2030", "plain": "The standards group 3GPP is only studying 6G in Release 20. Release 21 holds the first real 6G specifications: design frozen December 2028, protocol code March 2029. ITU takes candidate 6G technologies from February 2027 to February 2029, and Ericsson expects the first commercial networks in 2030.", "sixg": "Sets the earliest date phones and networks can be built to a 6G standard.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "Schedules and a vendor forecast, not finished standards; release dates have slipped before and launch dates vary by country.", "sources": [ "rs-d06905f036", "rs-0effd80df4", "rs-c12ddc7312", "rs-fd8b800d02", "rs-64c2ca6b02" ], "origin": "library", "canada": null }, { "id": "spectrum-wrc27-mid-bands", "theme": "convergence", "title": "New 6G mid-bands decided at WRC-27", "plain": "WRC-23 (December 2023) identified more mobile spectrum, including 6.425-7.125 GHz in some regions. Under WRC-27 agenda item 1.7, countries now study 4.4-4.8, 7.125-8.4 and 14.8-15.35 GHz, without harming existing satellite and government users, for a decision in 2027.", "sixg": "These upper mid-bands are the main new spectrum expected for 6G.", "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "Studies are unfinished and bands may be identified only in part; upper 6 GHz is used for Wi-Fi in Canada and elsewhere.", "sources": [ "rs-077ae5f753", "rs-075a5b50bf", "rs-2352d83ac5" ], "origin": "library", "canada": "ISED leads Canada's WRC-27 preparation" }, { "id": "futures-not-inevitable", "theme": "convergence", "title": "No single tech future is inevitable", "plain": "Chapter 20 rejects technological determinism. The path depends on six forces: technical readiness, institutional need, who pays, public trust, standards and rights, and whether failures are admitted.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Scenarios are conditional models, not predictions; a working component does not make a social outcome certain.", "sources": [ "rs-ece25ecf7b", "rs-37bf7c2aad" ], "origin": "both", "canada": null, "evidenceNote": "Government foresight work on the same topic also presents plausible futures and policy choices rather than predictions, consistent with the research's non-deterministic framing; the six forces themselves are the research's own model." }, { "id": "low-latency-market-unclear", "theme": "convergence", "title": "Nobody knows who will pay for ultra-low latency", "plain": "The 2019 IEEE paper notes that autonomous cars, factory cobots and haptic robot surgery benefit most from very fast networks, with XR and gaming lower on the list. How much of those markets would actually pay for low latency, and for 5G specifically, was called highly debatable.", "sixg": "A direct caution for 6G business cases: the latency gain must be tied to a few niches (control loops, haptics) rather than assumed to sell itself.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Market sizes quoted (hundreds of billions across connected cars, XR, medical robots) are for whole sectors, not for the network share.", "sources": [ "rs-d6e397f8a1", "rs-7bd7d8b07b" ], "origin": "library", "canada": null }, { "id": "scenario-healthcare-first", "theme": "convergence", "title": "Scenario: convergence led by healthcare", "plain": "Wearables, implants, validated digital twins and clinical BCIs move care outside hospitals and personalise treatment. Risks include false alarms, insurer surveillance and vendor lock-in.", "sixg": "Depends on secure remote monitoring and interoperable records; the research names these conditions without tying them to a network generation.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Its key safeguard is separating necessary operation from optional data exploitation.", "sources": [ "rs-126161abb0", "rs-f29ae307c5" ], "origin": "both", "canada": null, "evidenceNote": "The National Academies say medical digital twins could support individual decisions but many foundational gaps remain, and FDA guidance treats implanted BCIs as investigational devices, so a healthcare-led path is plausible but not yet under way at scale." }, { "id": "scenario-military-first", "theme": "convergence", "title": "Scenario: militaries adopt convergence first", "plain": "Strategic competition pushes continuous readiness monitoring, adaptive autonomy and augmentation into armed forces before civilian rights exist. Risks include coerced consent and post-service abandonment.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Requires independent oversight that still works under classification.", "sources": [ "rs-7065b00ffe", "rs-ee2714cfc7" ], "origin": "both", "canada": null, "evidenceNote": "A joint UK-German defence concept study argues militaries must exploit human augmentation over a 30-year horizon, showing the pressure the scenario describes, though it states it is not official policy." }, { "id": "scenario-consumer-and-proprietary", "theme": "convergence", "title": "Scenarios: consumer augmentation and walled gardens", "plain": "Cheap glasses, haptics, memory aids and consumer BCIs could spread through convenience, or rival vendors could lock users into one device, cloud, model and data history.", "sixg": "Consumer augmentation hinges on low-cost near-body interfaces, battery life and local processing; the proprietary scenario turns on cloud dependence and lost function when an account or company disappears.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Safeguards proposed are mental-privacy protection and rights to repair, export and migrate essential functions.", "sources": [ "rs-592e89eec5", "rs-3918baebe5" ], "origin": "both", "canada": null, "evidenceNote": "Meta's peer-reviewed wrist sEMG interface shows consumer neuromotor input is close to products, and the Argus II case shows real loss of function when a single vendor withdraws; the scenarios remain projections." }, { "id": "scenario-backlash-and-slow", "theme": "convergence", "title": "Scenarios: major-harm backlash or slow uneven progress", "plain": "A serious breach or implant failure could trigger bans that delay good uses too. Alternatively, power limits, cost and incompatible standards could keep progress narrow and patchy.", "sixg": "Power constraints and incompatible standards are named as brakes on convergence.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Several scenarios can coexist across sectors and regions at once.", "sources": [ "rs-3918baebe5", "rs-347db85cbd" ], "origin": "both", "canada": null, "evidenceNote": "Implant abandonment has already harmed users, and a standards committee was created to collect existing standards and identify gaps, which supports both brakes named in the scenarios without showing either outcome is coming." }, { "id": "scenario-rights-first-symbiosis", "theme": "convergence", "title": "Scenarios: rights-first and human-centred symbiosis", "plain": "Strong privacy rules, interoperable standards and enforcement could produce trusted systems; capable machines could stay legible, bounded and user-controlled.", "sixg": "Local processing and safe local autonomy are listed as enabling conditions, implying networks should support rather than be required for core functions.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "These paths may be slower and can fail through regulatory capture or risky research moving to weakly regulated places.", "sources": [ "rs-796accdaa1", "rs-de45f26fc3", "rs-89b3afae4a" ], "origin": "both", "canada": null, "evidenceNote": "Rights-first building blocks exist: UNESCO adopted a non-binding neurotechnology ethics recommendation in November 2025, Chile's 2021 constitutional neurorights clause was applied against Emotiv in 2023, and Colorado and California added neural data to privacy law in 2024." }, { "id": "scenario-surveillance-and-inequality", "theme": "convergence", "title": "Scenarios: surveillance-first and unequal enhancement", "plain": "Sensor-rich environments could expand observation faster than benefit, classifying people for risk or productivity, while costly enhancement could create a class divide.", "sixg": "The surveillance-first path is enabled by sensor-rich environments and broad data sharing, which dense connected infrastructure makes easier; the research does not name 6G.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "These are warnings about conditions, not forecasts of what will happen.", "sources": [ "rs-36f46f4021", "rs-796accdaa1" ], "origin": "both", "canada": null, "evidenceNote": "The UK data regulator warns of a significant risk of neurodata-driven discrimination in workplaces and expects routine workplace use for safety and productivity, which matches the surveillance warning; it is a regulator foresight report, not observed harm." }, { "id": "conv-body-as-information-system", "theme": "convergence", "title": "The body is being redefined as an information system", "plain": "The research's 'Bio-Digital Threshold' ties five streams together: bioelectric signalling, body networks, brain interfaces, digital twins and synthetic biology, all treating the human body as a data network that can be sensed, modelled and eventually modulated.", "sixg": "The thesis assumes always-on body data flowing to AI models, which implies dense, reliable connectivity; the research does not specify 6G's part.", "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "It is a framing that links real fields; it does not mean these technologies are already integrated in people.", "sources": [ "rs-ece25ecf7b", "rs-d474c9e6a4", "rs-126161abb0" ], "origin": "both", "canada": null, "evidenceNote": "Public foresight (Policy Horizons, including 'conceptual convergence' that treats biology as manageable), the IoBNT vision and the National Academies digital-twin report all describe the framing, while noting large gaps before integration in people." }, { "id": "tools-become-adaptive-systems", "theme": "convergence", "title": "Tools are turning into adaptive partner systems", "plain": "IEEE's Symbiotic Autonomous Systems white papers (2017-2019) argue that tools are shifting from waiting for commands to sensing context and adapting, and use the label 'human 2.0'. A 2024 Industry 5.0 article adds the label Homo Intelligentes for augmented, bionic and cyborg-like humans.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Human 2.0 and Homo Intelligentes are dated conceptual labels; the research rejects treating Homo Intelligentes as a real species or any stage as already reached.", "sources": [ "rs-8fe52e5c1c", "rs-262933d634" ], "origin": "both", "canada": null, "evidenceNote": "The IEEE SAS White Paper II (Oct 2018) describes tools becoming context-aware systems and uses 'human 2.0'; the Homo Intelligentes article is dated November 2024, not 2025, and appears in a low-profile journal." }, { "id": "spectrum-vendor-primary-6-8ghz", "theme": "convergence", "title": "Vendors call 6-8.4 GHz 6G's main band", "plain": "Ericsson calls 6-8.4 GHz the primary 6G range because it balances capacity and coverage and can reuse today's tower grid. It says sub-THz (about 90-300 GHz) was suggested early on but faces hard propagation problems.", "sixg": "Shows the industry's own launch plan centres on centimetre waves, not terahertz.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Vendor view; actual bands depend on WRC-27 and national auctions.", "sources": [ "rs-93e51b5afd", "rs-1360c67c8e" ], "origin": "library", "canada": null }, { "id": "industry-commercial-6g-around-2030", "theme": "convergence", "title": "Vendors expect trials 2028, service around 2030", "plain": "Ericsson expects pre-commercial 6G trials from 2028 and first commercial services around 2030. It describes speeds of several hundred Gbit/s and sub-millisecond latency only in specific scenarios.", "sixg": "Places the first real-world 6G networks at the very end of this decade.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "A vendor forecast with commercial interest; early 6G is expected to look like faster, more efficient mobile broadband before exotic use cases arrive.", "sources": [ "rs-23670ba405" ], "origin": "public", "canada": null }, { "id": "remote-surgery-5g-limits", "theme": "health", "title": "5G remote surgery trials exist, autonomy does not", "plain": "5G has been used in early remote-surgery trials because its low delay can carry some touch feedback. Fully autonomous robots operating in remote places were not working yet, although a lab robot catheter navigated by itself to a heart valve in an experiment.", "sixg": "Telesurgery needs reliable low latency for haptic feedback; the paper says 5G supports this only to a limited extent, which is the gap 6G promises to close.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Trials, not routine care; responsibility for a robot's autonomous decisions is legally unsettled.", "sources": [ "rs-d6e397f8a1", "rs-320e0afbe4" ], "origin": "library", "canada": null }, { "id": "sw-clinical-iot-data-standard", "theme": "health", "title": "A 2024 standard lets clinical wearables share data", "plain": "IEEE/UL 2933, published in 2024, sets rules for wearable and hospital medical devices to exchange data with health records, built around trust, identity, privacy and security. HL7's FHIR is the main format for moving health records between systems.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A published standard is not proof of wide adoption; it shows how data is meant to flow, not that every device follows it.", "sources": [ "rs-0ab51b4db7", "rs-22e5a739c2", "rs-1eaaba5c76" ], "origin": "library", "canada": null }, { "id": "canada-first-telerobotic-surgical-service", "theme": "health", "title": "Canada ran the first telerobotic surgery service in 2003", "plain": "From February 2003 a surgeon in Hamilton operated robotically on patients in North Bay, 400 km away, with a local surgeon assisting. By 2005, 21 operations had been done with no serious complications.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It used a wired 15 Mbit/s private IP network, not wireless; it shows remote surgery is a network-quality problem as much as a 6G one.", "sources": [ "rs-49d3c2df35" ], "origin": "public", "canada": "St. Joseph's Hospital, Hamilton ON and North Bay General Hospital, ON (McMaster University)" }, { "id": "rewalk-exoskeleton-fda", "theme": "health", "title": "Exoskeletons help some paralysed people stand and walk", "plain": "ReWalk was cleared by US regulators for personal use in 2014. It helps some people with paraplegia stand, walk and climb stairs, using a battery pack and wrist control.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It weighs about 23 kg and has cost roughly $70,000 to $85,000, so access is limited.", "sources": [ "rs-5c130454bd" ], "origin": "library", "canada": null }, { "id": "health-data-silos", "theme": "health", "title": "Fragmented health records block the data-driven future", "plain": "Health data is digital but locked in silos: the US had around 700 incompatible record formats, and privacy rules limit pooling for research. The paper sees joining these silos as the biggest challenge for digital health.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Status as described in 2019; some interoperability efforts have advanced since.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "healthcare-robot-types", "theme": "health", "title": "Hospitals already use many kinds of robots", "plain": "A 2018 IEEE review lists surgical robots, catheter robots that work inside blood vessels, medication and pharmacy robots, hygiene robots and companion robots. Medication robots take over repetitive chores so nurses can focus on patients.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Surgical and pharmacy robots are proven; companion and hygiene robots were far less established when the review was written.", "sources": [ "rs-40e187ebc8" ], "origin": "library", "canada": null }, { "id": "moxi-site-results", "theme": "health", "title": "Hospitals report time handed back to nurses", "plain": "Diligent's named customers report results such as 9,900+ lab deliveries at one hospital and 6,350 pharmacy hours saved at another. A customer quoted by the company says nurses spent about 30 percent of their time on low-value tasks.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are vendor-published case figures, not peer-reviewed comparisons.", "sources": [ "rs-467eddd308", "rs-3dac7b7f05" ], "origin": "library", "canada": null }, { "id": "japan-care-robots-add-work", "theme": "health", "title": "In some care homes, robots created extra work", "plain": "Fieldwork in Japanese care homes found robots needed moving, cleaning, charging and watching. Staff stopped using a lifting robot after days, and residents lost interest in a humanoid exercise leader within weeks.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Observations from specific facilities and robots; they do not prove all care robots fail.", "sources": [ "rs-82b0f55c2a" ], "origin": "library", "canada": null }, { "id": "japan-care-robot-adoption-low", "theme": "health", "title": "Japan funded care robots, but few homes use them", "plain": "Japan's government spent over $300 million on care-robot research by 2018. Yet a 2019 survey of more than 9,000 elder-care facilities found only about 10 percent had any care robot, and a 2021 study found 2 percent of home-care providers had used one.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Survey figures date from 2019 to 2021; adoption may have grown since.", "sources": [ "rs-82b0f55c2a" ], "origin": "library", "canada": null }, { "id": "moxi-hospital-deliveries", "theme": "health", "title": "Moxi robots made 500,000 hospital deliveries by 2024", "plain": "Moxi carries lab samples, supplies and medications for nurses and rides lifts on its own. Diligent reported 500,000 deliveries in October 2024 and 100,000 autonomous lift rides a month later.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Company-reported figures; Moxi does no hands-on patient care, and independent outcome studies were not found here.", "sources": [ "rs-b1c06840ad", "rs-3dac7b7f05" ], "origin": "library", "canada": null }, { "id": "sw-nanomedicine-approved-not-nanobots", "theme": "health", "title": "Nanomedicines are real drugs; nanobots are not shown", "plain": "Some medicines already use nanoscale particles, such as liposomal chemotherapy and iron-carbohydrate complexes, and NIST develops ways to measure them because small manufacturing changes alter safety. Tiny injectable and battery-free wireless sensors are being reviewed in research.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Regulated nanoparticle drugs are not nanobots; the sources show no networked nanorobots or wireless gene control operating in people.", "sources": [ "rs-a01ca19632", "rs-a98508c1b3", "rs-ceecd20d47" ], "origin": "library", "canada": null }, { "id": "kinova-assistive-arm-canada", "theme": "health", "title": "Quebec-made robot arm lets wheelchair users feed themselves", "plain": "Kinova, founded in 2006 in Quebec, makes the JACO robotic arm, which mounts on a standard wheelchair and helps people with limited arm movement eat, drink and grab things.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A proven but specialised device; cost and funding coverage limit who can get one.", "sources": [ "rs-4c0f7d803f", "rs-932c7a561c" ], "origin": "library", "canada": "Kinova (Boisbriand, Quebec)" }, { "id": "health-remote-patient-monitoring", "theme": "health", "title": "Remote monitoring sends home readings to clinicians", "plain": "Remote patient monitoring uses wearables such as blood-pressure cuffs, glucose meters and smartwatches to send readings from home to care teams; it is an established, growing part of care with its own standards work.", "sixg": "The research frames always-on monitoring as part of Healthcare 4.0, which depends on IoT connectivity; it does not spell out a 6G role.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Today's monitoring runs on existing networks; the research does not show that it needs 6G.", "sources": [ "rs-f768c4edb2" ], "origin": "library", "canada": null }, { "id": "paro-therapy-seal", "theme": "health", "title": "Robot seal Paro used in dementia care for decades", "plain": "Paro, a furry seal robot from Japan's AIST, was shown in 2001 and sold from 2004; US regulators classed it as a medical device in 2009. Care homes use it to calm people living with dementia.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Evidence of benefit is mixed: some studies report calming effects, while fieldwork found it did not reduce repetitive behaviour in severe dementia.", "sources": [ "rs-efdbd632f2", "rs-82b0f55c2a" ], "origin": "library", "canada": null }, { "id": "healthcare-robotics-landscape", "theme": "health", "title": "Robots spread from surgery to medication and companionship", "plain": "Surgical, catheter, pharmacy, cleaning and companion robots are already used in healthcare. Non-surgical hospital robots were forecast to grow from about 18,000 in 2018 to 60,000 by 2025, and rehab robots may partly replace therapists.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The robots exist today; the growth numbers are forecasts and wider use depends on safety, training data and legal clarity.", "sources": [ "rs-40e187ebc8", "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "nursing-home-robots-raise-staffing", "theme": "health", "title": "Study: Japanese nursing-home robots did not cut jobs", "plain": "Economists studying Japanese nursing homes found robot adoption went with more care staff on flexible contracts and easier staff retention, while regular nurses' monthly pay fell slightly.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "An observational study using subsidy differences; it did not directly measure care quality for residents.", "sources": [ "rs-49337f23bc" ], "origin": "library", "canada": null }, { "id": "telesurgery-shanghai-kuwait-7000km", "theme": "health", "title": "Surgeon in Shanghai operated on patients 7,000 km away", "plain": "Between December 2024 and April 2025 a surgeon in Shanghai performed five robotic cancer operations on patients in Kuwait City. Average round-trip delay was about 167 ms and there were no complications.", "sixg": "Shows today's limit: it ran on fibre with 5G only as backup. 6G's reliability targets aim to make wireless links trustworthy enough to be the primary path.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Five cases with a second robotic surgeon in the room ready to take over; not routine care, and the authors call for international guidelines first.", "sources": [ "rs-1ec631686a", "rs-a136939d87" ], "origin": "public", "canada": null }, { "id": "ubc-rogers-5g-tele-ultrasound", "theme": "health", "title": "Vancouver researchers built a 5G remote-ultrasound system", "plain": "A UBC research team, funded through a Rogers 5G partnership, combined mixed reality, touch feedback and 5G so an expert can guide an ultrasound scan from far away. The work won a best-paper award in 2022.", "sixg": "Haptic plus mixed-reality teleoperation is the kind of immersive, low-latency traffic ITU's immersive and HRLLC scenarios target.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A research prototype, not a deployed hospital service.", "sources": [ "rs-04701ec5c6" ], "origin": "public", "canada": "University of British Columbia and Rogers, Vancouver BC" }, { "id": "one6g-ehealth-scenarios", "theme": "health", "title": "6G health ideas: vital signs, care robots, remote therapy", "plain": "Studies feeding 3GPP list caregiving robots, measuring vital signs such as breathing by radio without wearables, secure sharing of medical data and AI models, and XR for remote therapy. 3GPP's 6G study also includes AI-driven personal health monitoring.", "sixg": "Combines sensing, AI-model sharing and immersive links, aiming at more individual treatment rather than population averages.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Proposed scenarios with no clinical validation; remote surgery is not among them, and accuracy, privacy and approval are open.", "sources": [ "rs-2bac8374c7", "rs-c86a6d5a03" ], "origin": "public", "canada": null }, { "id": "itu-hrllc-telemedicine", "theme": "health", "title": "6G's ultra-reliable mode explicitly names telemedicine", "plain": "ITU's hyper-reliable, low-latency scenario lists telemedicine and emergency services among its uses, where a failed or late signal could have severe consequences.", "sixg": "Research targets of 0.1-1 ms radio latency and 99.999%-99.99999% reliability, plus precise positioning where needed.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "ITU does not specify remote surgery or any clinical procedure; radio latency is only one slice of total delay.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "health-patient-digital-twin", "theme": "health", "title": "A living computer model of each patient", "plain": "A patient digital twin is a model of one person's body that keeps updating from sensors, scans and records so doctors can test treatments virtually first. Medical-device makers and researchers are piloting heart, chronic-disease and hospital twins, and federated learning lets hospitals train shared models without pooling raw data.", "sixg": "The research ties twins to continuous sensor feeds and edge computing for fast local decisions; next-generation networks would carry that constant data, though the research does not name 6G.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Most patient twins are pilots or research models; they are only as good as their data, whole-body twins do not exist, and FDA rules so far cover adaptive AI software rather than whole-person twins.", "sources": [ "rs-827155b46b", "rs-f6492679a7", "rs-d6e397f8a1" ], "origin": "library", "canada": "Ottawa-based Calian is named for a precision-health data initiative with Microsoft." }, { "id": "autonomous-systems-delocalise-care", "theme": "health", "title": "Autonomous systems move care out of the hospital", "plain": "The white paper groups healthcare change into three shifts: care delivered away from hospitals, care tailored to each patient, and care driven by data from wearables and monitors. Robots and software 'soft robots' help with all three.", "sixg": "Care at a distance depends on networks carrying monitoring data and, for robots, control signals.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "A framing of trends, not a measured change in how care is delivered.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "design-for-failure-local-operation", "theme": "health", "title": "Essential implants must keep working without connectivity", "plain": "Body-connected systems should be judged by how they fail. A wellness band can log a gap, but an implant supporting a vital function needs to keep operating locally with no cloud, and patients must be able to tell when monitoring has stopped.", "sixg": "A counterweight to network-first thinking: the research argues essential functions should not depend on any external connection, however fast.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "The research offers principles, not a tested continuity standard.", "sources": [ "rs-8dbd91121e" ], "origin": "both", "canada": null, "evidenceNote": "FDA guidance asks that connected devices be resilient to cybersecurity threats and FDA's 2017 pacemaker firmware recall (about 465,000 US devices) shows connected implants carry real risk, but no public standard sets the specific 'keep working with no connectivity' continuity rule the finding proposes." }, { "id": "healthcare-40-definition", "theme": "health", "title": "Healthcare 4.0 brings factory automation into medicine", "plain": "An IEEE review defines Healthcare 4.0 as Industry 4.0 tools (IoT, sensing, big data, AI, cloud, robotics) reshaping the whole care chain, aiming at preventive, predictive, personalised and pervasive care. It pictures a 'Caregiving Home' that senses, decides and acts through devices and nursing robots.", "sixg": "Relies on interoperable, always-on networks between body sensors, home devices and clinics; it does not name a network generation.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "The authors stress we are at an early stage, with security, privacy, legal and acceptance barriers unresolved.", "sources": [ "rs-40e187ebc8" ], "origin": "library", "canada": "Co-author at McMaster University (Hamilton, Ontario); work partly funded by NSERC (Natural Sciences and Engineering Research Council of Canada)." }, { "id": "medical-ban-latency-priorities", "theme": "health", "title": "Medical body networks need predictable delay for alerts", "plain": "A medical body network must handle routine readings, safety-critical alarms and commands to actuators differently. Routine data can wait; alarms and therapy commands cannot, and commands need authentication.", "sixg": "This is the research's clearest latency requirement: predictable delay for time-critical traffic, alarm integrity, coexistence with other wireless systems and safe behaviour if the link drops. It does not name 5G or 6G.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These are design requirements, not measured results for any deployed network.", "sources": [ "rs-a2aab1a621", "rs-422b510054" ], "origin": "both", "canada": null, "evidenceNote": "The IEEE 802.15.6-2012 body-area standard already builds user priorities, including an emergency class, and a security framework into its MAC, and a 2015 paper shows contention can still undermine that priority, so the requirements are partly standardised but not shown as measured guarantees in deployed networks." }, { "id": "nano-medical-use-cases", "theme": "health", "title": "Proposed nano uses: targeted drugs, health tracking", "plain": "The 2018 nanonetwork paper sketches nanocapsules that travel to a site, confirm arrival, release a drug on command and then shut down, plus nanodevices feeding wearable health trackers. It also proposes uses in disease detection in public spaces, farming and food packaging.", "sixg": "Relies on fog-layer location checking and multi-layer control, with local processing to beat cloud round-trip delays.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These are designed scenarios from the nanonetworking literature; no public source shows a nanocapsule network tested in people. The specific 2018 fog-layer paper could not be located publicly.", "sources": [ "rs-f369ceaac7", "rs-bf0ac43370", "rs-ef46abea2c" ], "origin": "both", "canada": null, "evidenceNote": "Peer-reviewed nanonetwork papers describe intrabody nanomachines controlled over the internet and encapsulated drug release as design concepts only; none reports clinical validation or deployment." }, { "id": "caregiving-home-closed-loop", "theme": "health", "title": "The 'Caregiving Home' joins sensors, AI and nursing robots", "plain": "The Healthcare 4.0 paper describes a future home that senses a person's health, lets AI decide what to do, and closes the loop with home devices, medical equipment and nursing robots. It is pitched as an answer to population ageing.", "sixg": "Needs many different devices to share data reliably over interoperable networks; dense, dependable home connectivity is a precondition rather than 6G specifically.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "A design vision from 2018, not a home anyone can buy; the paper itself says Healthcare 4.0 is at an early stage.", "sources": [ "rs-40e187ebc8" ], "origin": "library", "canada": null }, { "id": "assistive-rehab-robots-near", "theme": "health", "title": "Assistive robots for walking and rehab expected soon", "plain": "The review highlights wearable sensors and assistive robots for leg rehabilitation, and robots that help paralysed people walk. Authors expected them in daily care soon, after safety and usability improve.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "The 'very near future' was written in 2018; today such devices exist but mostly in clinics, at high cost.", "sources": [ "rs-40e187ebc8" ], "origin": "library", "canada": null }, { "id": "fourier-rehab-to-care-humanoids", "theme": "health", "title": "Rehab robot maker Fourier moves into care humanoids", "plain": "Shanghai-based Fourier began in 2015 making rehabilitation robots and exoskeletons, then built humanoids: GR-1 (2023), GR-2 (2024) and a GR-3 series pitched for care and companionship.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "The care role of GR-3 is a company positioning; detailed specs and care deployments could not be verified from an open public page.", "sources": [ "rs-4109e998e2" ], "origin": "library", "canada": null }, { "id": "rehab-robots-replace-part-of-therapist", "theme": "health", "title": "Rehab robots may take over part of therapists' work", "plain": "The 2019 white paper expected rehabilitation robots to grow from $641 million (2018) to $6.4 billion by 2025, partly by replacing some therapist time. Patient digital twins could design each person's rehab plan.", "sixg": "Patient digital twins and remote rehab would lean on reliable connectivity and data sharing between home and clinic.", "evidence": "projection", "when": "now", "whenText": "2026-2028", "limits": "A market estimate and an idea, not evidence that robots give better rehab outcomes than human therapists.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null, "evidenceNote": "Forecast target date has passed; whether it came true is not checked here." }, { "id": "digital-health-measurement-closer", "theme": "health", "title": "Sensors push health checks closer and more often", "plain": "The 2014 trillion-sensor vision saw health monitoring as a main driver: smaller devices, less expertise needed, more frequent readings linked to phones and records, and earlier detection of change.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "More frequent data can bring false alarms, anxiety and alert overload; the 2014 vision did not say which products would mature, and the few that did were approved for narrow uses.", "sources": [ "rs-bdd14cd32d", "rs-90fcfc2f05", "rs-9a5d23ed26" ], "origin": "both", "canada": null, "evidenceNote": "The 2014 summit was an aspirational vision without milestones; later evidence shows parts matured (a 419,297-person smartwatch study found 84% of irregular-pulse notifications matched AF on a simultaneous ECG patch, and FDA approved an ingestible-sensor pill) but also limits (only 0.52% notified, sensitivity not measured; adherence benefit of the pill not shown)." }, { "id": "telemedicine-ar-surgery", "theme": "health", "title": "Telemedicine and AR guidance tipped as health game-changers", "plain": "Isaac Arthur argues telemedicine and digital health, not single cures, will transform care, helped by home health monitors. He imagines AR and VR letting top surgeons operate from across the world and AR guiding doctors like GPS.", "sixg": "Remote operation across continents implies very low-latency, high-reliability links.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "A futurist's opinion; the AR guidance example rests on prototype reports he does not cite.", "sources": [ "rs-5346da891e" ], "origin": "library", "canada": null }, { "id": "ieee-802-15-6-2026-body-area-networks", "theme": "body", "title": "Body-area network standard updated in 2026", "plain": "IEEE's standard for wireless networks on and inside the body was revised in 2026, raising data rates from 10 to 50 Mbit/s and adding networks inside vehicles. It covers very low power use and limiting radio energy absorbed by the body.", "sixg": "Not a 6G standard. Body networks cover the last few centimetres; a wide-area network such as 5G or 6G would carry data onward.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A standard existing does not mean products use it; most wearables today use Bluetooth.", "sources": [ "rs-227b3f57d2", "rs-341d23014f" ], "origin": "public", "canada": null }, { "id": "body-wban-standards-spectrum", "theme": "body", "title": "Body-area networks already have rules and radio bands", "plain": "Wearables and implants that talk to each other around the body follow the IEEE 802.15.6 body-area network standard, and the U.S. FCC set aside radio bands for medical body networks (2012) and implanted devices (MedRadio).", "sixg": "Body networks are the first hop for health data; the research's link lists connect them to 6G-era IoT, where the wide-area network would carry this always-on data, but the standards cited predate 6G.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Having standards and spectrum does not mean most people wear networked implants; uptake is mostly clinical and consumer wearables.", "sources": [ "rs-07dff98b03", "rs-ee2ec5cf9e", "rs-e6298d81e0", "rs-3e4b283d8d" ], "origin": "library", "canada": null }, { "id": "body-area-network-architecture", "theme": "body", "title": "Body-area networks organise devices around one person", "plain": "A body-area network links on-body, in-body and near-body sensor or actuator nodes to a coordinator and a gateway such as a phone or bedside hub. It can run fully local, upload in bursts, or stay continuously connected.", "sixg": "Only the continuously connected mode depends on wide-area networks; the research stresses that a body network is not automatically cloud-connected.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The research relies on link collections for this area and has no performance, frequency or exposure data for specific designs.", "sources": [ "rs-a2aab1a621", "rs-32bc984b82", "rs-9a5d23ed26" ], "origin": "both", "canada": null, "evidenceNote": "IEEE 802.15.6-2012 standardises short-range in-body and on-body nodes around a hub, and an FDA-approved product already chains an ingested sensor to a worn patch, a phone app and a web portal." }, { "id": "ised-rss-243-medical-implant-radio", "theme": "body", "title": "Canada already certifies radio links for implants", "plain": "Canada's radio regulator has a certification standard for active medical implants and body-worn sensors that talk in the 401-406 MHz band, the same band used for implant telemetry elsewhere.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Covers short-range implant telemetry at low data rates, not continuous high-bandwidth or brain-implant streaming.", "sources": [ "rs-dcc224bebf" ], "origin": "public", "canada": "ISED Canada" }, { "id": "body-bioelectricity", "theme": "body", "title": "Cells use voltage patterns to steer growth and healing", "plain": "Every cell holds a small voltage, and patterns of these voltages help guide development, wound healing and regeneration; bioelectronic medicine uses small currents to influence cells.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The field is real, but the research's hopes of regrowing limbs or optimising cognition by rewriting these patterns are long-term speculation.", "sources": [ "rs-7d93c3260d" ], "origin": "library", "canada": null }, { "id": "uses-high-bands-already-everyday", "theme": "body", "title": "Frequencies above 6 GHz are already common", "plain": "Health Canada notes that frequencies above 6 GHz were in use long before 5G, for police radar, medical technology and airport security screening.", "sixg": "6G's higher bands are new to phones, not new to people.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Past use at different powers and durations does not by itself prove every new use is safe.", "sources": [ "rs-db1bac0164" ], "origin": "library", "canada": null }, { "id": "body-neural-dust", "theme": "body", "title": "Grain-sized wireless implants work in animals", "plain": "Berkeley engineers built millimetre-scale implants powered and read by ultrasound that can record nerve signals and stimulate nerves, tested in rodents.", "sixg": null, "evidence": "demonstrated", "when": "2030s", "whenText": "2030s", "limits": "Shown in animals only; the research's idea of thousands of such motes networking the brain is speculative.", "sources": [ "rs-83313c91c8", "rs-cf5eb073da", "rs-37e3189c68" ], "origin": "library", "canada": null }, { "id": "sw-biosignal-research-databases", "theme": "body", "title": "Heart and brain signals are shared research data", "plain": "Since 1999 the NIH-funded PhysioNet has shared recordings such as ECGs and intensive-care data for research; some sets are open, others need training and a signed data use agreement. Using body signals as security keys is still studied as research.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are consented research datasets with access rules, not a continuous feed of everyone's body signals, and body-signal keys are not shown in use.", "sources": [ "rs-5c3b725221", "rs-e204c87be0" ], "origin": "library", "canada": null }, { "id": "body-heating-only-established-effect", "theme": "body", "title": "Heating is the only established effect", "plain": "ICNIRP, Health Canada and WHO all say the established way radio energy affects the body above about 100 kHz is heating (plus nerve stimulation at low frequencies). Below the thresholds that cause heating, research has not substantiated harm.", "sixg": "6G exposure limits are built around preventing heating, whatever the band.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "'Not substantiated' is not proof of zero risk; long-term and new-band research continues.", "sources": [ "rs-edf058b645", "rs-093d1a63a3", "rs-83423ac440" ], "origin": "library", "canada": null }, { "id": "body-penetration-shrinks", "theme": "body", "title": "Higher bands stop in the outer skin", "plain": "The higher the frequency, the shallower the energy goes. ICNIRP says 86% of the power is absorbed within about 8 mm of the surface at 6 GHz, but within 0.2 mm at 300 GHz. At terahertz frequencies water in skin absorbs it within roughly 0.3 mm.", "sixg": "6G mid-band energy behaves like today's 5G; sub-THz and THz energy never reaches organs, only the outer skin and eye surface.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Shallow absorption concentrates any heating at the surface, which is why limits use small averaging areas at high frequencies.", "sources": [ "rs-55f8711027", "rs-9159333654", "rs-6304ec988b" ], "origin": "library", "canada": null }, { "id": "sw-ieee-802-15-family-body-networks", "theme": "body", "title": "IEEE 802.15 standards: what each number covers", "plain": "IEEE 802.15.6 (2012) is the body-area-network standard, and a 2018 review says its third physical layer is Human Body Communication. 802.15.4 is a low-rate personal-area standard and 802.15.5 is mesh networking, so the numbers are not interchangeable with Bluetooth Low Energy.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The standards exist and are published; that says nothing about how widely body-area networks are deployed, and the 2018 paper's full text was not opened.", "sources": [ "rs-2e3a75beef", "rs-341d23014f", "rs-3135f6a529", "rs-9c311a6c3c", "rs-0364fcaa76", "rs-164953fe94" ], "origin": "library", "canada": null }, { "id": "sw-yt-quantum-dot-record", "theme": "body", "title": "Invisible quantum-dot ink tested to record vaccinations", "plain": "Researchers in 2019 showed that near-infrared quantum dots delivered by dissolving microneedles could leave an invisible, phone-readable vaccination record in the skin of animals. It was a proposal for records in low-resource settings.", "sixg": null, "evidence": "demonstrated", "when": "unknown", "whenText": "unknown", "limits": "Animal and lab tests only; the dots do not transmit anything and no study shows use on unaware people.", "sources": [ "rs-77fd747f48" ], "origin": "library", "canada": null }, { "id": "body-in-body-living-sensors", "theme": "body", "title": "New sensors read blood cells and infections", "plain": "Research prototypes include an MIT wearable that tracks individual cells flowing in the bloodstream (2025) and engineered bacteria that give off an electrical signal when they detect a target.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "2028-2030", "limits": "These are early lab or prototype results, not cleared medical devices.", "sources": [ "rs-cda738a617", "rs-0167a2bc76" ], "origin": "library", "canada": null }, { "id": "body-skin-and-eye-are-targets", "theme": "body", "title": "Skin and cornea are the tissues that matter", "plain": "Above 6 GHz, safety rules switch from measuring absorption deep in the body to measuring power absorbed at the surface, because skin and the cornea of the eye take nearly all of it. For far-infrared and THz light, ICNIRP notes the eye's front surface absorbs it because of its water.", "sixg": "Any 6G safety testing at high bands focuses on skin and eyes.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Thresholds for these tissues come from heating studies, mostly at higher powers than networks use.", "sources": [ "rs-093d1a63a3", "rs-55f8711027", "rs-af7cb8d43b" ], "origin": "library", "canada": null }, { "id": "prosthetic-co-learning", "theme": "body", "title": "Smart prosthetic hands learn together with their wearer", "plain": "Advanced prosthetic hands can sense, connect to the wearer's nervous system and make local decisions such as grip pressure. Both the person and the device now learn, so a well-used hand becomes tuned to one wearer.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Describes leading-edge devices, not typical prosthetics.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "sw-gu-ingestible-pill-sensor", "theme": "body", "title": "Swallowed pill sensors report to patient and clinicians", "plain": "FDA approved a tablet with a built-in sensor in 2017. It signals a worn patch and phone app, and the prescriber can see the record through a portal.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Described through one trade-press report because the FDA release could not be opened; FDA also says it should not be used for real-time tracking and has not shown it improves adherence.", "sources": [ "rs-c6064cc49b" ], "origin": "library", "canada": null }, { "id": "body-non-ionizing-photon-energy", "theme": "body", "title": "THz waves are far too weak to ionize", "plain": "Radio waves, microwaves and terahertz waves are non-ionizing: each packet of energy is too small to knock electrons off atoms or break chemical bonds. Terahertz photons carry about 0.3-10 thousandths of an electronvolt, far below what ionization needs.", "sixg": "6G's highest possible bands are still non-ionizing, unlike X-rays or UV.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Non-ionizing does not mean no effect at all: strong enough fields can heat tissue.", "sources": [ "rs-75ca8ee66b", "rs-9159333654" ], "origin": "library", "canada": null }, { "id": "body-signal-classes", "theme": "body", "title": "The body gives off four kinds of measurable signals", "plain": "Bodies produce electrical, mechanical, chemical and optical signals that sensors can pick up. A reading travels through seven steps (event, sensor, sampling, communication, record, interpretation, action) and each step can lose or distort information.", "sixg": "Communication is step four: readings may move over a wearable link, body-area network, phone, gateway, edge server or cloud. The research does not name a network generation for this step.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Measurement is always partial; no set of biosignals represents a whole person or their thoughts.", "sources": [ "rs-1574e0ccd8", "rs-6895670b04", "rs-d90c8360c1" ], "origin": "both", "canada": null, "evidenceNote": "Reviews document wearables already measuring electrophysiological, mechanical/physical, chemical (sweat) and optical signals, while noting biochemical sensors still struggle with long-term stability; the seven-step chain is the research's own analytical framing rather than a published standard." }, { "id": "body-who-human-reviews", "theme": "body", "title": "WHO-commissioned reviews: no rise in brain cancer", "plain": "WHO commissioned about a dozen systematic reviews (2023-2025). Human studies found no increased brain cancer risk from mobile phones (moderate certainty), no effect on cognition, and blinded tests showed people could not detect fields or develop symptoms from them.", "sixg": "These reviews cover today's bands; they are the baseline 6G will be judged against.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Many outcomes were low or very low certainty, studies cover mostly sub-6 GHz exposure, WHO's overall verdict (an Environmental Health Criteria monograph) is still pending, and a 2025 critique argues the reviews give no assurance of safety.", "sources": [ "rs-075de8a0ae", "rs-fc52503abb", "rs-9dc7b7d734", "rs-0abc5e8924" ], "origin": "library", "canada": null }, { "id": "body-wearable-health-sensors", "theme": "body", "title": "Wearable health sensors were booming by 2014", "plain": "A 2014 industry survey catalogued smart shirts, baby-sleep socks, phone ECG monitors, cuffless blood-pressure devices, smart pills and breath analysers as the first wave of personal health sensing.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Several listed products failed or were discredited (one noninvasive glucose startup closed over unstable readings, and the blood-testing firm Theranos was later exposed as fraudulent), so a 2014 catalogue is not proof each device worked.", "sources": [ "rs-ea0d7927b3", "rs-3e4b283d8d" ], "origin": "library", "canada": "Smart-shirt makers Hexoskin and OMsignal (Montreal) and brain-sensing headband maker InteraXon (Toronto) appear in the survey." }, { "id": "body-intrabody-communication", "theme": "body", "title": "Your body can carry data between devices", "plain": "Engineers have shown that skin and tissue can act as a data channel, using tiny electric or magnetic signals so a watch, patch and implant can exchange data through the body with less power than ordinary radio.", "sixg": null, "evidence": "demonstrated", "when": "2028-2030", "whenText": "2028-2030", "limits": "Results are lab channel measurements and prototypes; safety and reliability work continues and it is not a mainstream product feature.", "sources": [ "rs-35ddf0b776", "rs-2b444ba537", "rs-738479ad30" ], "origin": "library", "canada": null }, { "id": "satellite-body-area-network", "theme": "body", "title": "A satellite-linked body network has only been proposed", "plain": "Researchers have explored linking body-area networks of health sensors to satellites since at least 2009, including an experimental prototype and a 2014 emergency-telemedicine architecture. A routine, deployed satellite-linked body-network service has not been shown.", "sixg": "Non-terrestrial coverage is a stated 6G goal; this paper shows the health use case it could serve.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Concept paper only; appears in the research inside a contested compilation (see governance).", "sources": [ "rs-bc8b0c3c84", "rs-73f2e9c9c8" ], "origin": "both", "canada": null, "evidenceNote": "Peer-reviewed work has combined a prototype body-area network with a satellite link experimentally since 2009 and proposed emergency satellite air interfaces in 2014, but no source shows a deployed satellite-linked body-network service, so 'proposed' stands while the 'does not exist' framing is too strong." }, { "id": "sw-arpah-delphi-biosensors", "theme": "body", "title": "ARPA-H launches a low-cost biosensor programme (March 2026)", "plain": "ARPA-H announced a 4.5-year programme to make cheaper, modular biosensors that could be worn or swallowed for continuous monitoring of hormones and inflammation markers.", "sixg": null, "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "It is a funding programme with prototypes targeted within two years, not a deployed network; the announcement does not discuss data handling.", "sources": [ "rs-732139f9bd" ], "origin": "library", "canada": null }, { "id": "sw-gu-biofield-emerging-concept", "theme": "body", "title": "Biofield is described as an emerging concept", "plain": "A 2015 journal supplement describes the 'biofield' as a proposed organising field in living systems and calls the science emerging. It frames the idea as needing more research, not as settled.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Only the abstract was read; the origin date of the term and any link to an NIH website or the Flexner report were not confirmed here.", "sources": [ "rs-4959403ebf" ], "origin": "library", "canada": null }, { "id": "sw-6g-vision-internet-of-bodies", "theme": "body", "title": "Early 6G visions list an 'Internet of Bodies'", "plain": "A 2019 IEEE paper sketching what 6G should do lists support for the 'Internet of Bodies': wearables plus tiny, ultra-low-power implanted sensors that talk inside the body. It also names humans among the things a 6G network would sense.", "sixg": "Puts in-body and on-body devices, THz links and network sensing of people on the 6G wish list.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "A vision paper's wish list, not a design or a deployed service; it does not describe the body as an antenna, and later 6G standards work starts with ordinary mid-band phones.", "sources": [ "rs-830ddc8e5b" ], "origin": "library", "canada": null }, { "id": "iont-gateway-control-point", "theme": "body", "title": "Gateways, not nanodevices, hold the real control", "plain": "In the proposed Internet of Nano-Things, nanodevices cannot reach the internet themselves; their data passes through nanorouters and a gateway, such as a smartphone, before reaching online services. On this site's reading, that makes the gateway the point that controls what leaves and what commands enter.", "sixg": "Any wide-area network, including future generations, would connect at the gateway rather than to the nanodevice itself.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "A nanodevice is not an internet endpoint; security review should focus on gateways and controllers.", "sources": [ "rs-f369ceaac7", "rs-c535e834a6" ], "origin": "both", "canada": null, "evidenceNote": "The IoNT literature proposes nanodevices reaching the internet only via nano-routers and a micro/nano interface or gateway, and Dressler and Fischer flag that an externally controllable in-body network risks commands from unauthorised parties, all as architecture proposals." }, { "id": "unobtrusive-sensing-challenges", "theme": "body", "title": "Health sensors must shrink and solve power and security", "plain": "Healthcare 4.0 needs sensors that are tiny, comfortable, networked and long-lasting, in clothes, homes or on the body, including neural recording and stimulation devices. Open problems include fusing data, biocompatibility, power and energy harvesting, and encrypting what they send.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "A research agenda; the review lists challenges rather than deployed systems.", "sources": [ "rs-40e187ebc8" ], "origin": "library", "canada": "Co-author at McMaster University (Hamilton, Ontario)." }, { "id": "uses-in-body-thz-nanonetworks-research", "theme": "body", "title": "In-body THz nanonetworks exist only as models", "plain": "Engineers have modelled how tiny devices inside the body might talk over terahertz links, accounting for heavy absorption by tissue. These are channel models and simulations for future medical devices.", "sixg": "In-body THz links are a research idea linked to long-term 6G and nano-networking visions.", "evidence": "proposed", "when": "2040+", "whenText": "2040+", "limits": "No working in-body THz nanonetwork exists; the models themselves show severe range limits.", "sources": [ "rs-8a0f669e3e" ], "origin": "library", "canada": null }, { "id": "body-nanonetworks-terahertz", "theme": "body", "title": "Networks of nanomachines inside the body, on paper", "plain": "A 2018 paper proposes how swarms of nano-sized devices could network inside the body for drug delivery or tumour detection, using terahertz radio over sub-metre distances and handing hard computing to outside gateways. An IEEE standard (1906.1.1) already defines a data model for nanoscale communication.", "sixg": "Terahertz bands, software-defined networking and fog/edge computing are the same tools next-generation networks rely on; the paper places nanonetworks behind an internet gateway (the Internet of Nano-Things).", "evidence": "proposed", "when": "2040+", "whenText": "2040+", "limits": "The paper itself notes that fully working nanomachines have not been built; the standard exists but in-body nanonetworks do not.", "sources": [ "rs-4b936e5a63", "rs-b556f6180e", "rs-e48b909644", "rs-830ddc8e5b" ], "origin": "library", "canada": null }, { "id": "uses-thz-tumour-imaging", "theme": "body", "title": "Terahertz imaging is a medical research tool", "plain": "Researchers use THz waves to tell cancerous from healthy tissue by water content, for example tumour margins in breast surgery, and to measure corneal hydration. Water absorption limits it to surfaces or removed tissue; a 2021 rabbit study found long THz eye scans caused no damage or heating.", "sixg": "Uses the same THz band discussed for future links, but for imaging rather than communication.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Not a routine clinical tool: devices are large and costly, and the eye-safety result is one animal study at specific settings.", "sources": [ "rs-6304ec988b", "rs-713c71e1f2", "rs-9fb81f1a15" ], "origin": "library", "canada": null }, { "id": "terahertz-nano-links", "theme": "body", "title": "Terahertz links: huge capacity, under one metre", "plain": "The nanonetwork paper focuses on terahertz radio, which models suggest could carry very high data rates but only over very short distances, often below a metre. Molecules in the air or tissue absorb the signal and add noise, so usable range depends on the medium.", "sixg": "Terahertz is a candidate band for 6G. The research ties it to short-range, high-capacity nanoscale links and stresses severe path loss, molecular absorption, noise and power limits; modelled capacity is not real throughput.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Channel models describe what might be possible under assumptions, not what any device achieves.", "sources": [ "rs-4679bfd1ea", "rs-914efa225d" ], "origin": "both", "canada": null, "evidenceNote": "Jornet and Akyildiz's radiative-transfer model predicts terabit-per-second capacity only over a few tens of millimetres, with molecular absorption adding path loss and noise; these are modelled capacities, not measured nanodevice throughput." }, { "id": "device-location-changes-risk", "theme": "body", "title": "Worn, swallowed or implanted devices carry different risks", "plain": "Wearables, ingestible capsules and implants exist today, but where a device sits changes what it can measure, how much power it has, whether it can be removed and how serious a failure is. Worn devices are easy to remove but noisier; implants are more stable but harder to exit.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "The research does not claim these devices transmit continuously or that worn devices are clinical-grade.", "sources": [ "rs-9a5d23ed26", "rs-85e363101b", "rs-8dbd91121e" ], "origin": "both", "canada": null, "evidenceNote": "Regulator records confirm worn, ingestible and implanted connected devices exist (and that fixing an implant required a firmware recall), but the comparative risk framework by body location is the research's own analysis rather than a published standard." }, { "id": "wearables-over-implants", "theme": "body", "title": "Wearables may give most benefits without implants", "plain": "Isaac Arthur expects wearables (watches, earbuds, AR glasses, health monitors, powered clothing, exoskeletons) to be among the biggest life changers, warning of heart attacks early and calling help. He suggests implants may never be needed if wearables get close enough.", "sixg": null, "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Opinion; he concedes constant monitoring raises privacy concerns.", "sources": [ "rs-5346da891e" ], "origin": "library", "canada": null }, { "id": "body-area-networks-next", "theme": "body", "title": "Worn and implanted devices will talk through body networks", "plain": "The IEEE paper expects wearables and implants such as insulin pumps to start talking to each other over body area networks, later forming local decision points that first improve well-being and then performance. A cited EIT Digital vision says IoT will be part of the body and artificial organs normal in the 2020s.", "sixg": "Body-area links feeding wider networks are part of the device-density story told for next-generation networks.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "Vision statements; no evidence of the 'artificial organs normal' claim is given.", "sources": [ "rs-d6e397f8a1", "rs-f585e09198" ], "origin": "library", "canada": null }, { "id": "body-iarc-2b", "theme": "body", "title": "IARC: radio waves 'possibly' carcinogenic since 2011", "plain": "In 2011 WHO's cancer agency IARC put radiofrequency fields in Group 2B, 'possibly carcinogenic', based on limited evidence linking heavy phone use with glioma and acoustic neuroma. IARC says the label reflects strength of evidence, not size of risk. An advisory group in 2024 recommended re-evaluating RF as a high priority for 2025-2029.", "sixg": "Any 6G health debate will refer to this classification and its pending review.", "evidence": "contested", "when": "2026-2028", "whenText": "2026-2028", "limits": "No IARC meeting to re-evaluate RF had been scheduled as of late 2024; the 2011 evidence was mostly about phones held to the head.", "sources": [ "rs-4e79f9e019", "rs-ef8a2d52d4", "rs-2519bdcc1f" ], "origin": "library", "canada": null }, { "id": "body-mmwave-bioeffects-unconfirmed", "theme": "body", "title": "Low-level millimetre-wave effects: reported, not confirmed", "plain": "A 2021 review of 107 lab studies above 6 GHz found reported effects were mostly not repeated and most studies measured dose and temperature poorly; 31 studies of radar workers showed little evidence of disease. A companion meta-analysis found effects shrank as study quality rose and did not grow with exposure.", "sixg": "This is the closest evidence base for 6G's higher bands.", "evidence": "contested", "when": "now", "whenText": "now", "limits": "Absence of confirmed harm rests on few, often weak studies; critics say the review is being overstated as proof of safety.", "sources": [ "rs-4a2e860f61", "rs-1d00d3e639", "rs-8634b1d70a" ], "origin": "library", "canada": null }, { "id": "body-who-animal-cancer-review", "theme": "body", "title": "Rat cancer findings remain disputed", "plain": "The WHO-commissioned animal review reported higher-certainty increases in two tumour types in male rats under heavy exposure. Germany's radiation protection office judged that evidence distinctly weaker, and other experts have criticised the findings.", "sixg": "Part of why some scientists call for caution as new bands arrive.", "evidence": "contested", "when": "now", "whenText": "now", "limits": "Whole-body exposure in rats at high levels does not translate simply to people or to surface-only 6G bands.", "sources": [ "rs-cc321d4675", "rs-fc52503abb", "rs-9dc7b7d734", "rs-0abc5e8924" ], "origin": "library", "canada": null }, { "id": "body-thz-bioeffects-thin-evidence", "theme": "body", "title": "Terahertz biology: few, hard-to-repeat studies", "plain": "Reviews of terahertz effects on cells say knowledge is limited, setups are rare and protocols differ, so results often clash between labs. A 2024 meta-analysis of 13 studies found THz can change gene activity in cells but no consistent gene pattern; a careful 2.3 THz stem-cell study found no DNA damage.", "sixg": "Relevant if sub-THz or THz links are added to later 6G; there are no population studies of THz telecom exposure because none exists yet.", "evidence": "contested", "when": "unknown", "whenText": "unknown", "limits": "Lab cell exposures often use lasers and setups unlike telecom signals; findings cannot be read as human health effects.", "sources": [ "rs-9159333654", "rs-4bbd871053", "rs-0db5c79f7e" ], "origin": "library", "canada": null }, { "id": "bci-is-a-translation-chain", "theme": "neuro", "title": "A BCI is a chain of translations", "plain": "A brain-computer interface measures some brain activity, cleans it up, picks out a pattern, turns it into a command and shows the result back to the user. Both the person and the software learn over time.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It is not a direct wire into the mind; every step adds filtering, guesswork and possible error.", "sources": [ "rs-6f6b4fe3df", "rs-0e6d7ee6d9" ], "origin": "both", "canada": null, "evidenceNote": "The foundational BCI review describes signals translated in real time into commands and says user and system must adapt to each other continually; modern speech BCIs follow the same acquire-decode-output pipeline." }, { "id": "bci-decodes-limited-tasks", "theme": "neuro", "title": "BCIs decode narrow tasks, not whole thoughts", "plain": "Most interfaces tell apart a small set of trained options, such as left versus right movement or a chosen letter, after calibration to one person. Implanted speech interfaces now go further, turning attempted speech into text from a very large vocabulary, but still only for trained users doing a cooperative task.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Even the best decoders need training data from the user and their cooperation; they do not read unrestricted private thought, memory or identity, though a 2025 study found fragments of inner speech can leak during structured tasks and showed ways to block it.", "sources": [ "rs-0e6d7ee6d9", "rs-39b2c6bf57", "rs-000b53612c" ], "origin": "both", "canada": null, "evidenceNote": "Label holds, but the plain text understates the field: implanted speech BCIs decode attempted speech from a 125,000-word vocabulary at 62 words per minute, an fMRI decoder recovers the gist of language only with the subject's cooperation, and a 2025 study decoded some free-form inner speech in counting and recall tasks." }, { "id": "bionic-prosthesis-feedback", "theme": "neuro", "title": "Bionic limbs read muscles and send back sensation", "plain": "Prostheses can pick up electrical signals from muscles to drive movement and return electrical stimulation that the brain reads as touch. The user and device then adapt to each other over time.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Shown in a handful of users at specialist centres; long-term reliance raises maintenance, update and support duties that outlast installation.", "sources": [ "rs-80ffcc69b8", "rs-4775278dfa" ], "origin": "both", "canada": null, "evidenceNote": "Four transhumeral amputees used implanted nerve and muscle electrodes for control and touch feedback in daily life for 3-7 years, with sensory acuity improving with use; the evidence is a small case series." }, { "id": "bionic-limbs-shared-control", "theme": "neuro", "title": "Bionic limbs share control with their user", "plain": "Advanced prosthetic limbs combine muscle-signal sensing, onboard sensors, local decision-making and electrical feedback the user feels as touch. The limb adjusts grip faster than conscious control.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Shared control is demonstrated in lab prototypes with a few users; it brings dependency on batteries, calibration and maintenance and is not yet standard in commercial limbs.", "sources": [ "rs-74fa8e7ff4", "rs-80ffcc69b8" ], "origin": "both", "canada": null, "evidenceNote": "EPFL showed a prosthetic hand that shares control, with the robot automatically securing grasps while the user drives fine movement, improving grasp success in three amputees and seven able-bodied people; it is a lab proof-of-concept, not a commercial product." }, { "id": "quantified-soldier-autonomy-prediction", "theme": "neuro", "title": "Body signals partly predicted when drivers used autopilot", "plain": "In a simulated convoy, brain activity, heart rate, breathing and context predicted when drivers switched an autonomous assistant off (about 80% accuracy) or on (about 65%). The same research found an averaged brain pattern matched none of the 44 people tested.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Results hold only inside a simulated task and the specific figures still need checking against the ARL report; strong individual variation argues for personal models and against universal mind-reading.", "sources": [ "rs-82e11cd189", "rs-294a8bfaec" ], "origin": "both", "canada": null, "evidenceNote": "The accuracy figures come from a US Army Research Laboratory report that could not be opened for checking (DTIC blocked access); treat the numbers as unverified." }, { "id": "neuro-speech-implants-record-speed", "theme": "neuro", "title": "Brain implants restore speech near conversation speed", "plain": "In 2023 two teams (Stanford and UC San Francisco) used brain implants to let paralysed people produce text at 62 and 78 words per minute, and one system also spoke through a digital voice and face.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are surgical research implants in a handful of patients, not approved products, and long-term stability is still being tested.", "sources": [ "rs-22ae0eab29" ], "origin": "library", "canada": null }, { "id": "neuro-fmri-language-decoder", "theme": "neuro", "title": "Brain scans can be turned into rough sentences", "plain": "In 2023 a University of Texas team used an AI model to turn fMRI brain scans into running text that captured the gist of stories a person heard or imagined. No implant was needed.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It needs a hospital-sized MRI scanner, hours of training per person and the person's cooperation; it paraphrases rather than reading exact thoughts.", "sources": [ "rs-4c2701984e", "rs-364b0a42f1" ], "origin": "library", "canada": null }, { "id": "neurotech-status-2019", "theme": "neuro", "title": "Brain stimulation treats symptoms, not yet augmentation", "plain": "Optogenetics is in research and not expected to augment humans within ten years; deep brain stimulation helps some Parkinson's patients; magnetic stimulation is in trials for depression and similar conditions. Research earphones that read brain activity to amplify the conversation a listener attends to show early human-device symbiosis.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "None of these were shown to enhance healthy people; memory-boosting results were preliminary.", "sources": [ "rs-d6e397f8a1", "rs-ea99aeeb15" ], "origin": "library", "canada": null }, { "id": "sw-yt-bci-roots-1973", "theme": "neuro", "title": "Brain-computer interface research dates to the 1970s", "plain": "A 1973 Annual Review paper by J. J. Vidal, 'Toward direct brain-computer communication', shows researchers were already working on brain-to-computer links five decades ago. DARPA's N3 program came much later.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This shows early research, not that today's non-surgical systems were tested then.", "sources": [ "rs-88e3043473" ], "origin": "library", "canada": null }, { "id": "bci-market-medical-only", "theme": "neuro", "title": "Brain-computer interfaces remain small and mostly medical", "plain": "In 2019 the invasive BCI market was about $125 million, mostly treating brain and nerve disorders. Non-invasive BCIs were too crude for gaming or equipment control, and a seamless mind-machine link was described as bordering on science fiction.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A 2019 snapshot; growth depends on research results and better non-invasive sensors.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "neuro-brain-to-brain-bits-per-minute", "theme": "neuro", "title": "Brain-to-brain links exist, but at a trickle", "plain": "Lab experiments have linked two or three people by reading one brain with EEG and nudging another with magnetic stimulation, letting them jointly solve simple tasks.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These channels carry a few bits per minute; the research expects practical 'telepathy' to arrive first as AI-decoded brain-to-text shared over ordinary networks, not direct mind-to-mind links.", "sources": [ "rs-93677592f4" ], "origin": "library", "canada": null }, { "id": "sw-yt-brain-to-brain-2014", "theme": "neuro", "title": "Brain-to-brain messages were shown in a 2014 lab study", "plain": "A 2014 PLoS ONE paper sent coded words between two people's brains over the internet, combining an EEG interface with magnetic stimulation. The authors called it a proof of principle.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A slow, binary-message laboratory experiment with specialised equipment, not a general thought-sharing system.", "sources": [ "rs-594d2f4569" ], "origin": "library", "canada": null }, { "id": "sw-yt-darpa-ct2ws", "theme": "neuro", "title": "DARPA tested EEG-assisted threat spotting in 2012", "plain": "DARPA's CT2WS paired a wide-angle camera and software with an EEG cap on a human operator, whose brain response helped flag threats. Reported field tests found about 91 percent of targets with far fewer false alarms than software alone.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It reads the operator's own response to images to filter alerts; it does not send signals to anyone's brain, and it was a 2012 prototype.", "sources": [ "rs-deb0134511" ], "origin": "library", "canada": null }, { "id": "sw-empathy-brain-networks", "theme": "neuro", "title": "Empathy shows up in measurable brain networks", "plain": "Brain-scan studies consistently link empathy to the anterior insula and cingulate cortex, and researchers can predict how much empathic concern someone feels from their brain activity. Empathy is described as mirroring others' feelings plus working out their perspective.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are group-level scanner findings; they do not show empathy travelling between people as a signal or being read remotely.", "sources": [ "rs-1dae7a0c56", "rs-28812f6617", "rs-d3b6acc642", "rs-b834d5184b" ], "origin": "library", "canada": null }, { "id": "precision-neuroscience-510k", "theme": "neuro", "title": "FDA cleared a thin brain-surface electrode for 30 days", "plain": "In March 2025 the FDA cleared Precision Neuroscience's thin-film electrode array for temporary use on the brain's surface for under 30 days, for recording, mapping and stimulation.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The cleared device is passive and has no wireless function; the company's permanent wireless BCI is still in development.", "sources": [ "rs-d6466da085", "rs-5990f75c1c", "rs-c534ffb029" ], "origin": "public", "canada": null }, { "id": "neuro-meg-eeg-speech-decoding", "theme": "neuro", "title": "Head sensors can tell which speech you heard", "plain": "A Meta AI team trained a model on magnetic and electrical brain recordings so that three seconds of brain activity could pick out the matching speech clip from over a thousand options, far above chance.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It identifies speech a person is listening to in a lab; it does not decode private inner thoughts, and accuracy varies widely between people.", "sources": [ "rs-25e2d7e8a4" ], "origin": "library", "canada": null }, { "id": "bci-invasive-vs-noninvasive", "theme": "neuro", "title": "Implanted versus external BCIs trade quality for risk", "plain": "Electrodes inside the brain give finer signals but bring surgery, infection, tissue reaction and drifting signal quality. Caps and headsets are safer and easier but capture less detail.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Neither type is simply strong or weak; the right choice depends on the task, the user's need and the risks they accept.", "sources": [ "rs-f29ae307c5", "rs-1f50a4038d", "rs-6f6b4fe3df" ], "origin": "both", "canada": null, "evidenceNote": "FDA guidance sets biocompatibility, electrical-safety and clinical requirements specific to implanted BCIs, a failure-mode study documents how intracortical arrays degrade over time, and the classic review contrasts scalp and implanted signal sources." }, { "id": "sw-yt-bci-drone-labs", "theme": "neuro", "title": "Lab work lets people steer small drones by thought", "plain": "A 2013 study had volunteers fly a small drone indoors using scalp-EEG signals from imagined movement, and DARPA's N3 program listed drone control as an envisioned use. DARPA's SoSITE, by contrast, is about networking aircraft, not brain control.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Laboratory demonstrations with a toy-scale drone; no source shows operational thought-controlled military aircraft.", "sources": [ "rs-48d5cf25c1", "rs-1fe71a0969" ], "origin": "library", "canada": null }, { "id": "neuro-memory-prosthesis", "theme": "neuro", "title": "Memory implant boosted recall by about a third", "plain": "In a DARPA-funded pilot, an implant recorded a person's own memory-forming brain patterns and replayed them as stimulation, improving memory test scores by roughly 35-37 percent.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This was a small study in epilepsy patients with electrodes already in place; it helped existing memory work better and did not create or upload memories.", "sources": [ "rs-c1761731d0", "rs-9d2817bbdb" ], "origin": "library", "canada": null }, { "id": "sw-gu-optogenetics-crispr-need-delivery", "theme": "neuro", "title": "Optogenetics and CRISPR are real, but need delivery", "plain": "Optogenetics has restored partial sight in one patient, and CRISPR has an approved therapy, but both involved medical delivery steps. DARPA's N3 non-surgical interface programme did not use either to change DNA remotely.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Shows what the documents describe, not that no other uses exist; the optogenetics paper is a single-patient report and the N3 page is brief.", "sources": [ "rs-8c8a2a7e9c", "rs-66a9dc0b81", "rs-1fe71a0969", "rs-c0483e5c0b", "rs-e918d308ab" ], "origin": "library", "canada": null }, { "id": "neuro-closed-loop-restoration", "theme": "neuro", "title": "Read-and-write implants restore walking and lift depression", "plain": "Bidirectional implants both read the nervous system and stimulate it back: a brain-spine 'digital bridge' let a paralysed man walk again (2023), and a personalised brain stimulator that fires only when it detects a depression pattern gave lasting relief (2021). Epilepsy devices have worked this way since 2013.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Most results come from single patients or small trials and require surgery; they restore lost function rather than enhance healthy people.", "sources": [ "rs-e9f80e8822", "rs-6cb118e59c", "rs-1a992e50a0", "rs-347860fb53" ], "origin": "library", "canada": null }, { "id": "sw-yt-voluntary-goosebumps", "theme": "neuro", "title": "Some people can raise goosebumps at will", "plain": "A 2018 study of 32 people found they could produce goosebumps voluntarily, often linked to emotion such as awe or music. It follows three earlier single-person case reports.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A small study of people who have this ability; it says nothing about outside signals causing goosebumps.", "sources": [ "rs-0333b0b469" ], "origin": "library", "canada": null }, { "id": "paradromics-connect-one-first-implant", "theme": "neuro", "title": "Speech-restoring brain implant entered US trial in 2026", "plain": "Paradromics received FDA approval for a speech-restoration trial in November 2025 and implanted its first participant, a woman with motor neuron disease, on 17 June 2026. Signals pass wirelessly through the skin to an outside receiver.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "An early feasibility study; results on speech restoration are not yet published.", "sources": [ "rs-592dc6a21b" ], "origin": "public", "canada": null }, { "id": "stimulation-is-not-decoding", "theme": "neuro", "title": "Stimulating the brain is different from reading it", "plain": "Sending energy into nerve tissue to change activity and inferring information from measured activity are two separate abilities. A device can stimulate without knowing your thoughts, or decode a task without being able to force it.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A full two-way interface must solve both problems safely; having one ability does not imply the other, and approved closed-loop devices detect narrow signal patterns, not thoughts.", "sources": [ "rs-071e538b99", "rs-4775278dfa" ], "origin": "both", "canada": null, "relabelled": { "from": "proposed", "to": "demonstrated", "why": "Upgraded: the distinction is shown in practice, since read-only BCIs decode without stimulating, while bidirectional systems need a separate recording path (motor cortex) and stimulation path (somatosensory microstimulation), and the RNS device combines narrow seizure detection with stimulation without decoding thoughts." }, "evidenceNote": "Upgraded: the distinction is shown in practice, since read-only BCIs decode without stimulating, while bidirectional systems need a separate recording path (motor cortex) and stimulation path (somatosensory microstimulation), and the RNS device combines narrow seizure detection with stimulation without decoding thoughts." }, { "id": "uhn-neuralink-can-prime", "theme": "neuro", "title": "Toronto did the first Neuralink implants outside the US", "plain": "Toronto Western Hospital implanted Neuralink brain-computer interfaces in two people with spinal cord injuries on 27 August and 3 September 2025, in the CAN-PRIME study, so they can control devices by thought.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "An early safety and feasibility trial with a handful of patients; the device is experimental and not approved for general use.", "sources": [ "rs-a1a7c96bc2" ], "origin": "public", "canada": "Toronto Western Hospital, University Health Network, Toronto ON" }, { "id": "synchron-command-safety-endpoint", "theme": "neuro", "title": "Vein-delivered brain implant met one-year safety goal", "plain": "Synchron reported in September 2024 that its US COMMAND study met its one-year primary safety goal: none of the six people had a device-related serious adverse event leading to death or permanent increased disability. Its implant is placed through a blood vessel rather than open brain surgery.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Six patients, company-reported; the device is investigational and its clinical benefit is not yet validated.", "sources": [ "rs-ebcb132b68", "rs-cc1ca20b39", "rs-7d69800c59", "rs-506166b6a5" ], "origin": "public", "canada": null }, { "id": "neuro-semg-wristband", "theme": "neuro", "title": "Wristband reads nerve signals to control devices", "plain": "Meta's neural wristband picks up tiny electrical nerve signals at the wrist and turns them into clicks, gestures and air-handwriting (about 21 words per minute), working for new users without long calibration. It is aimed at controlling AR glasses.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It reads muscle-nerve signals, not brain waves or thoughts, and so far is a research and early-product input device.", "sources": [ "rs-96c2b33a17" ], "origin": "library", "canada": null }, { "id": "augmentation-gradient", "theme": "neuro", "title": "Augmentation runs from restoring to transforming", "plain": "Human augmentation covers restoring lost function, assisting a task, optimising existing ability, enhancing beyond normal, and transforming identity or embodiment. A 2017 IEEE Future Directions post groups it into bionics, BCIs, neurotechnology, drugs and genetics.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "The same device can sit at different points for different people; the categories are an analytic framework, not a regulatory standard.", "sources": [ "rs-019bf3d915", "rs-7065b00ffe" ], "origin": "both", "canada": null, "evidenceNote": "The five-area grouping (bionics, BCIs, neurotechnologies, drugs and nootropics, genetics) appears in a 2017 IEEE Future Directions blog post by Roberto Saracco rather than a formal IEEE paper; the restore-to-transform gradient is the research's own framework." }, { "id": "bci-closed-loop-latency", "theme": "neuro", "title": "Closed-loop neural devices are sensitive to delay", "plain": "Some interfaces both read the brain and send something back, such as feedback or stimulation, and then adjust. If the response arrives too slowly, the user's sense of control breaks down and the loop can become unstable.", "sixg": "The research does not name 6G, but it flags latency as a core failure mode for closed-loop interfaces; any design that moves decoding or feedback off the body onto a network would inherit that strict timing requirement.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "The research gives no latency figures; published BCI studies show controllability matters for agency, but tolerance to delay varies and has not been pinned to a threshold, and networks are not currently used in these loops.", "sources": [ "rs-74e53689a9", "rs-7c65b83b5c", "rs-ca2eb0c242" ], "origin": "both", "canada": null, "evidenceNote": "Direct BCI evidence is mixed: lower controllability reduces sense of agency and feedback timing affects P300 performance, but one study found ownership illusions survived a noticeable BCI delay, so delay sensitivity is plausible but not quantified." }, { "id": "sw-darpa-electrx-nerve-therapy", "theme": "neuro", "title": "DARPA funded nerve-stimulation therapy research in 2015", "plain": "DARPA's ElectRx programme funded teams to treat pain, inflammation and post-traumatic stress by stimulating peripheral nerves such as the vagus nerve, using closed-loop devices that sense and respond.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "This was early-stage research with clinical trials only a future goal, and the announcement says nothing about wireless networks or body area networks.", "sources": [ "rs-eee74d22fd" ], "origin": "library", "canada": null }, { "id": "sw-yt-darpa-bto-baa-2024", "theme": "neuro", "title": "DARPA's 2024 biology office sought human-performance ideas", "plain": "In September 2024 DARPA's Biological Technologies Office opened a broad call for ideas covering human performance, neurological health, cognitive performance, sensors and biodefence.", "sixg": null, "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "A call for proposals, not a funded programme; the listing does not name continuous monitoring or human-machine interfaces.", "sources": [ "rs-f1b6921848" ], "origin": "library", "canada": null }, { "id": "sw-gu-ai-essay-eeg-preprint", "theme": "neuro", "title": "Early study links AI-assisted essays to weaker connectivity", "plain": "A preprint on essay writing found lower EEG connectivity and weaker ownership of the text among people who used an AI assistant. It reports cognitive costs in a small sample, not a measured fall in intelligence.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "Preprint, small sample (18 in the last session); peer-review status and institution were not confirmed.", "sources": [ "rs-518b7e174f" ], "origin": "library", "canada": null }, { "id": "neuro-defence-augmentation-programs", "theme": "neuro", "title": "Militaries are planning for human augmentation", "plain": "DARPA's 2019 N3 program sought non-surgical headsets that read and write brain activity, the UK Ministry of Defence called human augmentation a new paradigm, and NATO's 2020-2040 trends report expects human-machine teams.", "sixg": null, "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "These are funding programs and strategy reports; they do not show that wearable read-write brain interfaces have been fielded.", "sources": [ "rs-9ec25abd60", "rs-7fbd83d5c4" ], "origin": "library", "canada": null }, { "id": "augmentation-ladder", "theme": "neuro", "title": "Augmented humans first, 'Human 2.0' not before 2040s", "plain": "The IEEE papers describe a ladder: devices that restore lost function, then augment a few people, then 'Human 2.0' where many have seamless brain-web links, then transhumanism. They place Human 2.0 and superhuman intelligence in the 2040s-2050s.", "sixg": null, "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "A speculative long-range horizon; the authors call today's phone use 'Human 1.5'.", "sources": [ "rs-d6e397f8a1", "rs-96b50d7310" ], "origin": "library", "canada": null }, { "id": "neuro-three-stage-roadmap", "theme": "neuro", "title": "BCIs move from reading, to read-write, to networked", "plain": "The research's roadmap puts brain interfaces in three stages: read-only devices, closed-loop read-and-write therapies, and speculative cloud-connected 'neural telepathy' after 2030. Narrow closed-loop therapies already exist: an epilepsy stimulator approved in 2013 and adaptive deep brain stimulation for Parkinson's approved in 2025.", "sixg": "The research only links the third, speculative stage to networks: it imagines brain implants streaming data to cloud AI, which would need very reliable, low-latency wireless links. No 6G requirement is specified.", "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "The dates are the research's own forecast; read-only and narrow closed-loop devices are established, while the networked 'telepathy' stage is theoretical.", "sources": [ "rs-071e538b99", "rs-d2ffcaa371" ], "origin": "both", "canada": null, "evidenceNote": "The roadmap stays a projection, but its stage two is further along than stated: FDA approved a closed-loop responsive neurostimulator for epilepsy in 2013 and Medtronic announced FDA approval of adaptive DBS for Parkinson's in February 2025." }, { "id": "sensory-extension-radio-fields", "theme": "neuro", "title": "Devices could turn invisible signals into felt sensations", "plain": "Hearing aids, cochlear implants and night vision are established. A 2017 IEEE Future Directions post imagines devices that turn electrical, magnetic or radio fields into touch; a wearable belt that buzzes toward magnetic north has already been shown to give users a learned sense of direction.", "sixg": "a source explicitly imagines devices that sense communication and radio fields and present them as sensations; this is the only augmentation idea in this research that touches wireless signals, and it is labelled a scenario.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Radio- and communication-field senses remain ideas in a 2017 blog post; only simpler sensory-augmentation wearables have been tested in studies.", "sources": [ "rs-019bf3d915", "rs-42bcc11383" ], "origin": "both", "canada": null, "evidenceNote": "The 2017 IEEE Future Directions post imagines implanted chips turning electrical, magnetic or WiFi signals into felt sensations; a related, simpler idea is demonstrated, as people trained for seven weeks with a vibrating belt signalling magnetic north reported changed spatial perception." }, { "id": "homo-intelligentes-concept", "theme": "neuro", "title": "Human 2.0 and Homo Intelligentes are concepts, not species", "plain": "An IEEE white paper labels gradual human-digital symbiosis as Human 2.0; a 2024 article groups augmented, bionic and cyborg-like humans as Homo Intelligentes within an Industrial Revolution 5.0 story.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Using a smartphone does not make anyone a new biological species; these are interpretive labels with no fixed timetable.", "sources": [ "rs-262933d634", "rs-8fe52e5c1c" ], "origin": "both", "canada": null, "evidenceNote": "Both labels exist in the cited works, but the Homo Intelligentes article was published in November 2024 (not 2025) and the IEEE paper uses 'human 2.0' as a stage in a speculative progression." }, { "id": "neuro-brain-cloud-nanorobots", "theme": "neuro", "title": "Nanobots linking brains to the cloud: a forecast", "plain": "A 2019 Frontiers paper and futurist Ray Kurzweil predict that tiny robots in the bloodstream could one day connect neurons to cloud computers for instant knowledge access and full-immersion virtual reality, within roughly 20-30 years.", "sixg": "The paper imagines brain-to-cloud data flows at enormous rates over external networks; any such system would depend on future high-capacity, low-latency links, but the research does not specify 6G.", "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "No neural nanorobot exists; this is a peer-reviewed vision and a futurist prediction, not evidence of a capability.", "sources": [ "rs-36f6c013bf" ], "origin": "library", "canada": null }, { "id": "no-super-resilience-biomarker", "theme": "neuro", "title": "Biomarkers cannot yet build super-resilient soldiers (claim)", "plain": "The military volume found no consistent biological marker of resilience and no reliable way to enhance one. A newer systematic review names promising candidate markers (cortisol, DHEA, neuropeptide Y, IGF-1), but none is validated as a test, and none is a lever for building super-resilient soldiers.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Resilience depends on fitness, sleep, cohesion, leadership and support, not a single trait or molecule.", "sources": [ "rs-f037a38ac2", "rs-5cdeadb96e" ], "origin": "both", "canada": null, "evidenceNote": "The claim that biomarkers can build super-resilient soldiers stays unsupported: a 2026 systematic review finds cortisol, DHEA(S), NPY and IGF-1 give a physiological window on resilience but says thresholds and timing still need to be worked out, and no source shows a way to enhance resilience through a marker." }, { "id": "xr-3gpp-pdu-sets-encrypted-traffic", "theme": "xr", "title": "5G-Advanced now handles each video frame as one unit", "plain": "Since Release 18, 3GPP lets the network handle all the packets that make up one XR video frame as a group (a 'PDU set') and know when a burst of data ends. Release 19 added a way for apps to tag packets so this still works when traffic is encrypted, for example over QUIC.", "sixg": "3GPP says 6G will need a QoS framework that adapts resources on the fly for XR and AI traffic, with uplink becoming more important; PDU-set handling is the 5G-Advanced starting point.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are specifications; the 3GPP article does not report how many networks use them or give latency or bitrate figures.", "sources": [ "rs-867399f6a5" ], "origin": "public", "canada": null }, { "id": "nasa-holoportation-iss", "theme": "xr", "title": "A doctor was 'holoported' to the space station", "plain": "On 8 October 2021 a NASA flight surgeon appeared as a live 3D image inside the International Space Station and talked with an astronaut wearing a mixed-reality headset. NASA sees uses in telemedicine.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Needed a headset to see the 3D person; it was a demonstration, not a holographic display in open air.", "sources": [ "rs-f95cfee111" ], "origin": "public", "canada": null }, { "id": "xr-orion-compute-puck", "theme": "xr", "title": "AR glasses already push their computing off the face", "plain": "Meta's 2024 Orion AR glasses prototype runs tracking on the glasses but moves app logic to a pocket-sized wireless compute puck to save weight, heat and battery. Meta's 2026 VR Glasses use the same idea with a tethered puck.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Orion is a prototype not sold to consumers, and its puck links over a short personal radio link, not a mobile network; Meta does not tie it to 6G.", "sources": [ "rs-6cf1d44b06", "rs-25f39b4355" ], "origin": "public", "canada": null }, { "id": "xr-bci-input-for-headsets", "theme": "xr", "title": "Brain and nerve signals as input for AR headsets", "plain": "Snap bought EEG headband maker NextMind (2022) for future AR glasses, Apple added a protocol in 2025 letting brain-interface devices control iPhone, iPad and Vision Pro, and Cognixion began testing an EEG headband on Vision Pro for people who cannot speak.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Current uses are assistive and early-trial; the headband reads visual attention, not thoughts.", "sources": [ "rs-4dc376e5ed", "rs-1f8d7aeb12" ], "origin": "library", "canada": null }, { "id": "xr-docomo-iown-vr-meet-greet", "theme": "xr", "title": "DOCOMO streamed a live VR meet-and-greet over photonic fibre", "plain": "In March 2026, NTT and DOCOMO linked an XR studio to a remote venue over the IOWN all-photonics network for a live VR fan event, with an average one-way delay of 0.04 ms. Fans also tried a simulated haptic high-five, and all 39 surveyed participants were at least somewhat satisfied.", "sixg": "Shows the near-zero latency immersive events want; 6G would need to bring similar consistency over wireless links.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This ran on fibre, not a mobile network, the haptic touch was an illusion rather than a physical device, and results are preliminary from 39 people.", "sources": [ "rs-be004b3fab" ], "origin": "public", "canada": null }, { "id": "xr-cross-operator-holographic-pilot", "theme": "xr", "title": "Four European operators joined phones in holographic calls", "plain": "In 2022, Deutsche Telekom, Orange, Telefonica and Vodafone, with start-up MATSUKO, ran a pilot where customers of different networks shared one holographic session. A phone selfie camera's 2D video was turned into a 3D hologram in the cloud and streamed to AR or VR viewers.", "sixg": "The partners credited 5G bandwidth and edge computing; truly lifelike, real-time holograms at scale are one of ITU's 6G immersive-communication goals.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It was a pilot with cloud-generated holograms from ordinary video, not a commercial service or true volumetric capture.", "sources": [ "rs-0aad584792", "rs-8cbcb78940" ], "origin": "public", "canada": null }, { "id": "xr-3gpp-few-xr-users-per-cell", "theme": "xr", "title": "One 5G cell serves only about twelve VR users", "plain": "3GPP's XR evaluation study simulated VR/AR streams of 30 Mbit/s at 60 frames per second that must arrive within 10 ms. In an indoor hotspot, company results ranged from about 5 to 12 satisfied users per cell, averaging around 9.", "sixg": "Shows why immersive communication is a 6G target: more spectrum, wider bandwidth and better MIMO raise XR capacity, and the study found capacity rises with bandwidth and falls as bitrate grows.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are simulations from a Release 17 study using specific assumptions, not field measurements, and results vary widely by company and setup.", "sources": [ "rs-2c9f85406b", "rs-9521b5725f" ], "origin": "public", "canada": null }, { "id": "xr-l4s-smart-glasses-trials", "theme": "xr", "title": "Operators test smart glasses on live 5G-Advanced networks", "plain": "SoftBank, Ericsson and Qualcomm streamed XR to smart glasses over SoftBank's commercial 5G standalone network in Tokyo and reported about 90% lower wireless latency using L4S and related features. T-Mobile ran similar XR glasses trials in San Diego in 2025 but published no figures.", "sixg": "These 5G-Advanced features (L4S congestion signalling, pre-scheduled uplink, slicing) are the bridge to the deterministic, low-latency links 6G promises for immersive services.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The 90% is relative to a baseline without these features, covers only the radio segment, and the glasses reached 5G through a phone over Wi-Fi.", "sources": [ "rs-46e97d3c67", "rs-5d6142e276" ], "origin": "public", "canada": null }, { "id": "xr-3gpp-avatar-calls-rel19", "theme": "xr", "title": "Phone networks are standardising avatar calls", "plain": "3GPP finished a study on avatars in real-time calls and started Release 19 work (AvCall-MED) so 2D and 3D avatars can be animated in AR calls across operators. It begins with one-to-one calls; group calls come later.", "sixg": "One option has the network animate and render the avatar for thin AR glasses, which depends on edge compute and low-latency links that 6G aims to improve.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are interoperability specs; they do not mean operators sell avatar calling yet, and multi-party avatar calls are still future work.", "sources": [ "rs-5b48a510f1" ], "origin": "public", "canada": null }, { "id": "xr-3gpp-split-rendering-rel19", "theme": "xr", "title": "Standard lets glasses hand heavy graphics to the network", "plain": "In Release 19, 3GPP published a split-rendering service (TS 26.567) so AR glasses can send part of the graphics work to edge or cloud servers. The goal is lighter devices with longer battery life.", "sixg": "Offloading rendering only works if the round trip is short and steady, which ties thin AR glasses to edge computing and low-latency 5G-Advanced and 6G links.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The standard exists, but the 3GPP page reports no commercial service or measured battery savings.", "sources": [ "rs-d7b413b614" ], "origin": "public", "canada": null }, { "id": "xr-vr-depersonalization", "theme": "xr", "title": "VR can briefly make reality feel unreal", "plain": "Studies the research cites, including a randomised trial and a 2023 user survey, found that virtual reality can cause mild, short-lived feelings of detachment from oneself or the surroundings.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Symptoms faded quickly for most users; the research's wider 'reality drift' theory about society is its own hypothesis.", "sources": [ "rs-db8e859cd1", "rs-b0a8d0f3d1" ], "origin": "both", "canada": null, "evidenceNote": "An 80-person RCT found larger short-lived depersonalization and derealization rises after VR than PC gaming, and a preregistered survey of 754 users found no linear link between total VR use and symptoms." }, { "id": "xr-idc-2025-smart-glasses-shift", "theme": "xr", "title": "XR shipments grew 44% in 2025, led by glasses", "plain": "IDC says worldwide XR device shipments rose 44.4% in 2025, driven by smart glasses, while VR and mixed-reality headsets fell sharply; Meta Quest shipments dropped 42.3%.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Shipment growth is not the same as daily use, IDC did not publish absolute totals in the release, and most of these glasses are not yet immersive XR displays.", "sources": [ "rs-34762515fc" ], "origin": "public", "canada": null }, { "id": "itu-immersive-communication", "theme": "xr", "title": "6G aims at holographic and multi-sensory calls", "plain": "ITU's immersive communication scenario covers immersive XR, remote multi-sensory telepresence and holographic communication, with video, sound and other data kept in sync.", "sixg": "Example research targets: 50-200 Gbit/s peak, 300-500 Mbit/s everywhere, 30-50 Mbit/s per square metre in hotspots.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Targets for research; true mid-air holograms are not implied, and display technology is a separate bottleneck.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "ar-cloud-mirror-world", "theme": "xr", "title": "A shared mirror world needs Earth's digital twin", "plain": "The 'AR Cloud' (also called metaverse or mirror world) would be a persistent virtual layer matched one-to-one to the real world and shared by everyone, so a note left at a bus stop appears for all. Building it needs a full 3D mesh of the world, which companies were assembling from phone cameras and scans.", "sixg": "Persistent, location-pinned, shared AR implies continuous mapping uploads and low-latency sync, plus network sensing, at city scale.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "A widely discussed vision; the paper calls it very difficult to realise.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "avatars-that-outlive-users", "theme": "xr", "title": "Avatars trained on behaviour could act after death", "plain": "A social VR platform offered an opt-in feature that records how a user behaves so an AI avatar can imitate them, even after they die. The paper presents this as digital twins detaching from their physical owner.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "A product claim from 2019; how faithful such imitation would be was not shown.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "xr-20ms-motion-to-photon", "theme": "xr", "title": "Headsets need under 20 ms from head-turn to image", "plain": "3GPP's XR report sets 20 milliseconds as the upper limit between moving your head and seeing the updated image. If the network did all the rendering, each direction would need well under 10 ms and a steady 0.1 to 1 Gbit/s.", "sixg": "The report says ordinary 5G cellular links are unlikely to hit such latencies at gigabit rates in the near term, which is one of the gaps 6G immersive communication is meant to close.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "When the headset corrects the image locally (time-warp), the network budget relaxes to roughly 50-60 ms, so not every XR app needs extreme latency.", "sources": [ "rs-b656d52c52", "rs-700031ddda" ], "origin": "public", "canada": null }, { "id": "ericsson-holographic-sub-thz", "theme": "xr", "title": "High-end holograms tied to future sub-THz bands", "plain": "Ericsson links professional high-resolution holographic communication to very high frequency (sub-terahertz) bands that may come in later 6G releases, and expects wide-area mixed reality for the mass market.", "sixg": "Sub-THz spectrum for extreme capacity; several hundred Gbit/s in specific scenarios.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Sub-THz is not in the first 6G release plans; vendor vision rather than a standard.", "sources": [ "rs-23670ba405" ], "origin": "public", "canada": null }, { "id": "xr-itu-metaverse-focus-group", "theme": "xr", "title": "UN telecom agency drafted 52 metaverse standards documents", "plain": "An ITU-T focus group set up in late 2022 produced 52 deliverables on the metaverse, covering definitions, cross-platform interoperability, digital-twin-based metaverses, trust and sustainability. They are handed to ITU study groups that may turn them into formal standards.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Focus-group outputs are pre-standards, not binding Recommendations, and they do not show metaverse adoption.", "sources": [ "rs-a933401f02", "rs-2e136c3237" ], "origin": "public", "canada": null }, { "id": "ar-telepresence-ai", "theme": "xr", "title": "AR telepresence could place a friend beside you", "plain": "Isaac Arthur expects AR glasses or contacts, not holographic watches, to deliver telepresence: AI would re-render a remote friend so they appear to walk beside you, and could add safety alerts or show CPR steps. He sees little near-term progress in true holograms.", "sixg": "Implies real-time video, AI re-rendering and low latency between two moving people.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Speculation without technical detail.", "sources": [ "rs-5346da891e" ], "origin": "library", "canada": null }, { "id": "ar-outgrows-vr", "theme": "xr", "title": "Augmented reality expected to dwarf virtual reality", "plain": "Market forecasts cited in 2019 expected AR to grow almost ten times bigger than VR by 2022, with hardware dominating spending and enterprise headsets used in maintenance and training. Isaac Arthur likewise sees AR, not VR, as the next-generation game-changer.", "sixg": null, "evidence": "projection", "when": "now", "whenText": "now", "limits": "The 2022 forecast figures (about $161 billion for AR) look highly optimistic; companies did not yet know what content would drive mass adoption.", "sources": [ "rs-d6e397f8a1", "rs-5346da891e" ], "origin": "library", "canada": null }, { "id": "xr-idc-glasses-overtake-headsets-2027", "theme": "xr", "title": "Display glasses forecast to outsell VR headsets by 2027", "plain": "IDC forecasts XR shipments growing 33.5% in 2026 and about 26.5% a year to 2030, with glasses that have displays overtaking VR and mixed-reality headsets in volume by 2027.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "An analyst forecast; earlier IDC headset forecasts were revised, and it says nothing about network demand.", "sources": [ "rs-34762515fc" ], "origin": "public", "canada": null }, { "id": "cloud-rendered-headsets", "theme": "xr", "title": "Networks could turn headsets into light display shells", "plain": "Because of cloud power and 5G bandwidth, the IEEE paper suggests future AR/VR headsets might be just a display and an antenna, with heavy rendering done remotely.", "sixg": "Offloading rendering needs high capacity and low, steady latency to the edge, a core XR argument for 6G.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "A possibility the authors raise, not a tested design; motion-to-photon delay limits how much can be offloaded.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "remote-touch-haptics", "theme": "xr", "title": "Remote touch is a key low-latency use case", "plain": "Haptic devices let people feel touch or force, and robots can pass sensations back to a person. The IEEE papers expect low-latency networks to enable remote haptics, and a scenario imagines a parent comforting a child through virtual touch.", "sixg": "Remote haptics is one of the few uses that genuinely needs very low latency, linked here to 5G and later central to the 'tactile internet' case for 6G.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "The scenario is fiction used to explore issues such as trust and 'virtual privacy'.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "xr-immersive-digital-twins", "theme": "xr", "title": "Stepping inside digital twins with AR and VR", "plain": "The research expects people to use AR and VR to walk through and adjust digital twins of machines, buildings and systems in 3D.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "AR and VR views of digital twins exist in pilots, mostly in manufacturing and construction; widespread measured deployment has not been shown.", "sources": [ "rs-df67210d6a", "rs-126161abb0" ], "origin": "both", "canada": null, "evidenceNote": "Pilots exist, but a 164-article review places industrial AR/VR at the introduction and growth phase rather than maturity, and the National Academies report says digital twins still face foundational gaps, so broad immersive use remains a projection." }, { "id": "sw-kill-box-fire-support-measure", "theme": "robots", "title": "A military 'kill box' is an area for coordinating fires", "plain": "In US joint doctrine a kill box is a three-dimensional area used to coordinate air and surface weapon fire, with 'Blue' and 'Purple' types. It is a battlefield coordination tool from the late 1980s, not a list of houses.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Based on one reference page citing Joint Publication 3-09; it does not show how the term is used outside battlefield fire support.", "sources": [ "rs-2c64ce1ba4" ], "origin": "library", "canada": null }, { "id": "ifr-humanoids-sold-2025", "theme": "robots", "title": "About 7,000 full-size humanoids sold worldwide in 2025", "plain": "The International Federation of Robotics counted roughly 7,000 full-size humanoids (over 140 cm) sold in 2025. In the same year almost 250,000 professional service robots and about 34 million consumer robots, mostly vacuums and mowers, were sold.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Humanoids are still a tiny niche next to logistics and household robots; the count says nothing about how useful the units are.", "sources": [ "rs-144fa02010" ], "origin": "library", "canada": null }, { "id": "ageing-raises-automation-incentive", "theme": "robots", "title": "Ageing populations make care automation more attractive", "plain": "Fewer workers and more older people raise care demand and the pull to automate. Automation can either help older or scarce workers do more, or simply cut headcount; design decides which.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The measured link is for industrial automation; it does not show robots will fill the care gap, and the OECD and Bank of Canada work cited in the research was not located for this review.", "sources": [ "rs-c9dc34634c", "rs-a88cda3012" ], "origin": "both", "canada": "Bank of Canada", "relabelled": { "from": "proposed", "to": "demonstrated", "why": "Peer-reviewed work (Acemoglu & Restrepo, Review of Economic Studies) finds workforce ageing explains about 35% of cross-country variation in robot adoption across 60 countries, and that countries using automation to fill labour gaps fared better than where it replaced workers; the evidence is for industrial robots, not care work." }, "evidenceNote": "Peer-reviewed work (Acemoglu & Restrepo, Review of Economic Studies) finds workforce ageing explains about 35% of cross-country variation in robot adoption across 60 countries, and that countries using automation to fill labour gaps fared better than where it replaced workers; the evidence is for industrial robots, not care work." }, { "id": "bina48-embodied-archive", "theme": "robots", "title": "BINA48 animated one person's archive in a robot", "plain": "A 2012 TEDxHarlem talk featured BINA48, an android head modelled on Bina Aspen Rothblatt, answering questions from a database built from interviews and other material about her (some sources say it blends several people's information). The presenters admitted it was imperfect.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It is an embodied conversational system built from a personal database, not a conscious being or an 'artificial lifeform' by any tested definition.", "sources": [ "rs-b50a7c59e7", "rs-7d24a9ceda" ], "origin": "both", "canada": null, "evidenceNote": "Public records show BINA48 (built by Hanson Robotics for the Terasem Movement, released 2010) co-presenting with Bruce Duncan at TEDxHarlem in July 2012 and other events; sources differ on whether its database draws on Bina Aspen Rothblatt alone or several people." }, { "id": "robots-military-autonomy-swarms", "theme": "robots", "title": "Cheap autonomous drones are spreading fast", "plain": "The U.S. Replicator effort aims to field large numbers of expendable autonomous systems, the war in Ukraine is driving rapid AI-assisted drone development, and the U.S. updated its autonomy-in-weapons directive in 2023.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The research's 2026-2028 scenarios (city counter-drone rollouts, a drone-assisted coup attempt) are forecasts, and UN talks have not produced a binding ban.", "sources": [ "rs-7103e97d44" ], "origin": "library", "canada": null }, { "id": "drones-tower-inspection", "theme": "robots", "title": "Drones already inspect telecom towers on their own", "plain": "Telecom operators use drones to inspect radio towers, and some systems photograph, analyse and report without a pilot steering them. Many countries still require an on-site human pilot, which limits savings.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Growth through the 2020s was a forecast and depends on regulators allowing unsupervised flights.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "sw-yt-defense-program-names", "theme": "robots", "title": "Four military programmes she names are real but separate", "plain": "ATLAS (aided tank targeting), Skyborg (AI drone wingman), NTS-3 (navigation satellite) and UK Skynet 6 (military satellites) are separate real programmes. The sources do not show them forming a single system or involving body networks.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Existence of each programme is documented; the claimed data links between them are not.", "sources": [ "rs-0a5ec2959b", "rs-56909bf36e", "rs-e43ea7af19" ], "origin": "library", "canada": null }, { "id": "humanoids-today-clumsy-control-and-cost", "theme": "robots", "title": "General robots are still clumsy; control and cost block", "plain": "Forethought describes current general-purpose robots as very clumsy outside controlled settings, even though human-guided surgical robots can be extremely precise. It names control software and cheap manufacturing as the two main barriers.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This describes the state of the art in 2025; it does not say how fast the gap will close.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "moxi-runs-on-existing-wifi", "theme": "robots", "title": "Hospital delivery robots already work on ordinary Wi-Fi", "plain": "Diligent Robotics says its Moxi hospital robot needs no new infrastructure and connects over the hospital's existing Wi-Fi. 1X lists Wi-Fi, Bluetooth and 5G for its NEO home robot.", "sixg": "Today's assistive robots do not require 6G; next-generation networks would matter for tighter remote control, sensing and large fleets.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Being able to run on Wi-Fi today does not mean future, more capable robots will not need better networks.", "sources": [ "rs-3dac7b7f05", "rs-c37ed8f274" ], "origin": "library", "canada": null }, { "id": "robots-living-robots", "theme": "robots", "title": "Living robots made from frog cells", "plain": "Wyss Institute researchers built 'xenobots', tiny living machines assembled from frog cells that can move, self-repair and, in one study, reproduce.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "They are millimetre-scale lab creations with very simple behaviour, not general-purpose robots.", "sources": [ "rs-3e998216a7" ], "origin": "library", "canada": null }, { "id": "sw-project-maven-decision-support", "theme": "robots", "title": "Project Maven helps find targets; analysts decide", "plain": "Project Maven is a Pentagon AI programme that began in 2017 to analyse drone and satellite imagery. Google left the work in 2018, and the programme now supports targeting while human analysts review its results.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This is a description from one reference page; it shows the programme exists and supports targeting, not that drones are tethered to people or act without human review.", "sources": [ "rs-4a3039dee5" ], "origin": "library", "canada": null }, { "id": "3gpp-6g-robot-use-cases", "theme": "robots", "title": "3GPP's 6G study lists robot fleets and sensing", "plain": "The global standards body 3GPP finished its Release 20 study of 6G use cases (TR 22.870) in early 2026. Robot examples include the network sensing surroundings to guide factory robots and robot fleets sharing data in real time.", "sixg": "Integrated sensing and communication (network as radar) for safe navigation, plus dynamic grouping and real-time data sharing for robot fleets.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "Use cases in a study report are requirements to design for, not deployed services; care and home robots are not named on that page.", "sources": [ "rs-c86a6d5a03" ], "origin": "library", "canada": null }, { "id": "one6g-robotics-humanoids", "theme": "robots", "title": "6G could help robots plan around radio coverage", "plain": "Studies feeding 3GPP describe humanoid and other robots using 6G for search-and-rescue mapping, routes that avoid coverage gaps, sensing an object's material before touching it, and coordinated warehouse fleets.", "sixg": "Offloading computation to save robot battery, wireless sensing, and dependable links with safety stops.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Use cases only; North American industry ranks multi-robot coordination medium-low priority for early 6G.", "sources": [ "rs-2bac8374c7", "rs-c86a6d5a03" ], "origin": "public", "canada": null }, { "id": "itu-ai-comm-automated-driving-mobility", "theme": "robots", "title": "6G targets connected driving at up to 1,000 km/h", "plain": "ITU names network-assisted automated driving and devices collaborating autonomously as typical AI-and-communication uses, and sets a research target for staying connected at 500-1,000 km/h.", "sixg": "Mobility 500-1000 km/h, low latency and high reliability, plus computing and AI inside the network.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Research targets; self-driving vehicles do not depend on 6G to operate today.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "robots-autonomy-reads-human-state", "theme": "robots", "title": "Autonomy that reads its human teammate", "plain": "U.S. Army Research Laboratory scientists have proposed sensing an individual soldier's brain and body signals so machines can adapt, for example a 'shared control' vehicle that alerts the driver or hands back control depending on their state. Drowsiness detection was a planned simulator experiment, not a result.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Their brain studies are lab work; they stress that people differ so much that group-average models would fail most individuals.", "sources": [ "rs-a8f2330fc3", "rs-5dc2304efb" ], "origin": "both", "canada": "Published in a 2018 volume from the Kingston Conference on International Security (Queen's University, Kingston, Ontario).", "evidenceNote": "A 2016 Army article describes ARL's 'shared control model' as a concept in which brain-pattern sensing warns of danger and returns driving to the soldier, with drowsiness tests only planned in a simulator; ARL-linked modelling work stresses individual differences in brain networks." }, { "id": "figure03-mmwave-fleet-learning", "theme": "robots", "title": "Figure 03 uploads its data wirelessly at 10 Gbps", "plain": "Figure's 2025 home-focused humanoid charges through its feet and uses a 10 Gbps millimetre-wave link to upload large amounts of data so the whole fleet can keep learning.", "sixg": "Shows that high-capacity wireless links matter for robot learning (bulk data upload), a capacity need 6G sub-THz and mmWave aim to meet.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "This is a maker's specification for docking-time upload, not proof that real-time robot control runs over the network.", "sources": [ "rs-4fbdade2db" ], "origin": "library", "canada": null }, { "id": "four-autonomy-modes", "theme": "robots", "title": "Four levels of machine autonomy", "plain": "IEEE's Symbiotic Autonomous Systems white papers separate remote control, teleoperation, semi-autonomous operation and full autonomy, following earlier NIST work on autonomy levels. Real systems move between these modes.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A human formally in the loop may still lack the time, information or authority to change the outcome.", "sources": [ "rs-8fe52e5c1c", "rs-9be3b24352" ], "origin": "both", "canada": null, "evidenceNote": "IEEE SAS White Paper II (2018) lists four modes (fully autonomous, semi-autonomous, teleoperation, remote control) as used in the literature, echoing NIST's ALFUS work, which treats remote control as the lowest level; the 2017 first white paper itself was not publicly retrievable." }, { "id": "autonomy-authority-modes", "theme": "robots", "title": "Four ways humans stay in charge of machines", "plain": "A system can wait for human approval, act while a human supervises, act alone under human-set policy, or treat the person's body signals as one more input. Real override also needs time to react, a control path separate from the failing software, and a safe state afterwards.", "sixg": "A control path independent of the failing model is partly a networking question; the research raises it without naming any network generation.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "If a system acts faster than a person can understand, the human is present on paper but absent in practice; safe stopping is application-specific.", "sources": [ "rs-ead96aff23", "rs-8fe52e5c1c" ], "origin": "both", "canada": null, "evidenceNote": "EU law now requires high-risk AI to let overseers override outputs and interrupt the system via a stop button that brings it to a safe state, and to guard against automation bias, which supports the override requirements, while the four-way authority typology remains the research's own synthesis." }, { "id": "in-store-5g-robots", "theme": "robots", "title": "In-store 5G planned to run fleets of shop robots", "plain": "AT&T and Badger Technologies announced using in-store 5G with edge computing so many autonomous robots could roam a shop for inventory and shelf restocking. A private 5G network was also pitched as harder to hack than Wi-Fi.", "sixg": "Shows the pattern 6G extends: local high-capacity cells plus edge compute supporting many robots in one space.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A 2019 announcement; the paper itself says shop robots are often deployed for the 'wow' factor rather than proven economics.", "sources": [ "rs-d6e397f8a1", "rs-21ab86027a" ], "origin": "library", "canada": null }, { "id": "machine-awareness-not-consciousness", "theme": "robots", "title": "Machines infer intent and context, not feelings", "plain": "Autonomous systems track surroundings, battery, task progress and guessed human intent, and may treat gaze, hesitation or body signals as commands. The white paper calls this awareness only in a functional sense.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "Model-based awareness is not subjective experience, and people may not know which behaviours are being read, so they must be free to contradict the machine's guess.", "sources": [ "rs-8fe52e5c1c", "rs-ead96aff23" ], "origin": "both", "canada": null, "evidenceNote": "The SAS white paper treats machine awareness as context, goal and intention recognition built on signal processing and AI, states that AGI is not required for it, and notes there is no consensus metric for sentient machines." }, { "id": "nokia-network-sensing-cobots", "theme": "robots", "title": "Network sensing could let people and robots share floors", "plain": "Nokia Bell Labs describes a network that bounces radio signals off objects to see what is there and how it moves, so factories could let people and industrial robots work side by side safely.", "sixg": "Integrated sensing and communication feeding real-time maps and robot digital twins.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Vendor research vision; no safety certification for network-based sensing exists yet.", "sources": [ "rs-599e0881fb", "rs-a23b9da67f" ], "origin": "public", "canada": null }, { "id": "cooperative-swarms-fleets-cities", "theme": "robots", "title": "Robot swarms, vehicle fleets and smart cities coordinate", "plain": "Autonomous systems can cooperate through a central controller, distributed rules, or emergent group behaviour. Examples include robot swarms, vehicle fleets that share learned models, IoT environments and smart cities.", "sixg": "Fleet-wide model updates, swarm coordination and smart-city control all depend on continuous machine-to-machine networking; the research names these use cases but not 6G or any network generation.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Some are active research fields and some are speculative scenarios; note the IEEE white paper does name 5G and, beyond 2030, 6G as swarm enablers, so the 'no network generation' remark applies to the research note, not the source.", "sources": [ "rs-02b3cb856a", "rs-8fe52e5c1c" ], "origin": "both", "canada": null, "evidenceNote": "Swarm robotics is an active research field whose engineering review classifies design methods and collective behaviours, and the SAS white paper projects machine swarms and IoT clusters with emergent behaviour (it does mention 5G and 6G as enablers), but city-scale cooperative autonomy is not shown deployed." }, { "id": "human-robot-symbiosis-safety-skins", "theme": "robots", "title": "Robots near people need sensing skins and active safety", "plain": "As robots move into homes and workplaces, they must watch their surroundings and change how they move when a person touches or bumps them. Flexible sensor skins on robot arms are one proposed way to do this.", "sixg": "Fast local sensing matters more than the network here; any remote safety loop would need very low, reliable latency.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Research direction from 2018; it is not a certified safety standard for home humanoids.", "sources": [ "rs-40e187ebc8" ], "origin": "library", "canada": null }, { "id": "physical-automation-different-economics", "theme": "robots", "title": "Robots spread slower than software because hardware costs", "plain": "Unlike AI software, a robot must work safely in messy physical spaces and pay back equipment, installation, safety approval and maintenance. So physical automation usually arrives piece by piece, changing tasks before whole jobs disappear.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "An analytical framework. The cited sources describe robot costs and adoption but do not directly compare robots with AI software; that comparison is this site's reading.", "sources": [ "rs-a88cda3012", "rs-09e1603be6" ], "origin": "both", "canada": null, "evidenceNote": "IFR reports humanoid adoption held back by safety standards, training and maintenance costs and a weak business case, and MIT FutureTech estimates only about 23% of vision-exposed wages are cost-effective to automate because of upfront costs, supporting the framework without predicting specific jobs." }, { "id": "sas-three-capabilities", "theme": "robots", "title": "Symbiotic autonomous systems: interact, evolve, decide", "plain": "IEEE's 2017 white paper defines symbiotic autonomous systems by three abilities: rich interaction with people and machines, self-evolution through learning and updates, and autonomous decision-making. Humans and machines continually adapt to each other.", "sixg": "The research does not name 6G, but SAS interaction explicitly includes machine-to-machine communication and cooperation, making connectivity a built-in requirement of the framework.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "'Symbiotic' does not mean alive or conscious, and the paper's scenarios describe conceptual possibilities, not present reality.", "sources": [ "rs-8fe52e5c1c", "rs-06297289db" ], "origin": "both", "canada": null, "evidenceNote": "IEEE's SAS White Paper II (2018), which restates the 2017 first paper, frames SAS around autonomy, self-evolution and interaction with the environment, each other and humans; the 2017 paper itself could not be retrieved publicly." }, { "id": "sas-2019-assistive-humanoid-market", "theme": "robots", "title": "2019 forecast: assistive and humanoid robot markets to multiply", "plain": "An IEEE white paper from 2019 put the assistive robot market at $359 million in 2018, expected to reach $1.2 billion by 2024. It said humanoids, popular in East Asia, could exceed $5 billion.", "sixg": null, "evidence": "projection", "when": "now", "whenText": "2026-2028", "limits": "These are third-party market estimates that the paper itself says vary widely between studies; the target dates have passed and were not checked here.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null, "evidenceNote": "Forecast target date has passed; whether it came true is not checked here." }, { "id": "1x-neo-home-humanoid-preorders", "theme": "robots", "title": "A $20,000 home humanoid is on pre-order", "plain": "1X opened pre-orders for its NEO home robot in November 2025: $20,000 to buy or $499 a month, with a $200 refundable deposit. It promises US deliveries in 2026 and other markets in 2027.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "As of October 2026 1X's own order page still says only that US deliveries start in 2026; selling pre-orders is not proof the robot does chores well in real homes.", "sources": [ "rs-9bd3c2f521", "rs-b76fb338f9" ], "origin": "library", "canada": null }, { "id": "humanoid-billion-a-year-learning-curve", "theme": "robots", "title": "A billion humanoids a year needs huge cost drops", "plain": "A 2025 Forethought paper estimates roughly 10,000 humanoids are built per year today. If costs fell with scale the way solar panels did, reaching a billion a year could cut unit cost by about 97 percent.", "sixg": null, "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "This is a back-of-envelope learning-curve scenario that assumes AI first solves robot control; it is not a production plan or a date.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "humanoid-payback-months", "theme": "robots", "title": "A working humanoid could pay for itself in months", "plain": "The same paper argues a humanoid costing about $100,000 that replaces a $50,000 manual job, and works close to around the clock, would earn back its price in under six months, so robot numbers could double very fast.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "It assumes robots can already do the job reliably and that demand, safety rules and materials do not slow things down; none of that is shown yet.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "robot-industrial-explosion", "theme": "robots", "title": "AI-built robots could multiply fast after an intelligence explosion", "plain": "A 2025 Forethought paper argues that if AI speeds up research, robots building robots could drive an 'industrial explosion', with robot numbers doubling in months. It estimates about 10,000 humanoids are made today and sketches a path to a billion robots a year.", "sixg": null, "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "A scenario analysis: the authors call an intelligence explosion more likely than not this century and possibly starting within a decade, but robot numbers are illustrative.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "robots-mind-file-android", "theme": "robots", "title": "Android built from one person's life data", "plain": "Bina48, shown at TEDxHarlem in 2012, is a talking robot head built from interviews and records of a real woman, part of a project testing whether rich personal data archives could one day recreate a personality in avatars or robots.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "The demo gave limited, repetitive answers; transferring a mind or consciousness into a robot is an untested hypothesis.", "sources": [ "rs-14965fecd1" ], "origin": "library", "canada": null }, { "id": "canada-care-shortages-coexist", "theme": "robots", "title": "Canada may see office job pressure alongside care shortages", "plain": "Because AI hits digital work quickly while robots move through capital and safety limits, Canada could face pressure in office and professional jobs while still short of workers in care and construction.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "A scenario built from labour-market structure, not a measured outcome.", "sources": [ "rs-0eb19b259d", "rs-c2fd81a6fc" ], "origin": "both", "canada": "Canada", "evidenceNote": "StatCan classes office-support, retail and accounting jobs as high-exposure to AI and skilled trades as low-exposure, and ESDC projects over 100 occupations at moderate or strong risk of shortage through 2033, but no source joins these into the combined scenario." }, { "id": "isaac-arthur-copilot-cars", "theme": "robots", "title": "Cars likely become AI co-pilots before full autopilots", "plain": "Isaac Arthur expects safety features and AI co-pilots that take over when a driver is distracted to win first, with strong social or legal pressure to let computers drive arriving in roughly 20 to 30 years. He expects automated freight to come slower than some predict.", "sixg": null, "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "Personal forecast in a 2024 video with no supporting data.", "sources": [ "rs-5346da891e" ], "origin": "library", "canada": null }, { "id": "cobots-industry-40", "theme": "robots", "title": "Cobots and digital twins spread through Industry 4.0", "plain": "Factories lead the adoption of autonomous systems: robots and collaborative robots work beside people, and digital twins of equipment were becoming the norm. One forecast put the cobot market at about $12.3 billion by 2025, with exoskeletons growing too.", "sixg": "Industrial 5G with edge clouds was expected to be a welcome but not essential bonus; industry was making do with 4G.", "evidence": "projection", "when": "now", "whenText": "2026-2028", "limits": "Market figures are third-party forecasts from 2019; the paper stresses that cobots require reorganised work and retrained staff.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null, "evidenceNote": "Forecast target date has passed; whether it came true is not checked here." }, { "id": "cobots-need-work-redesign", "theme": "robots", "title": "Cobots only pay off when work and training change", "plain": "Using collaborative robots well means reorganising the workflow and retraining staff to work alongside them. The white paper calls this one of industry's biggest challenges, while quoting a $12.3 billion cobot market forecast for 2025.", "sixg": null, "evidence": "projection", "when": "now", "whenText": "now", "limits": "The market figure is a vendor estimate; the redesign point is an argument, not a measured study.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "billion-robots-2040s", "theme": "robots", "title": "Commentators place a billion robots in the 2040s", "plain": "Commentator David Shapiro expects robots to take off in the mid-to-late 2030s, threatening even skilled trades, and a billion robots closer to 2040-2050. An interview guest likewise floated a billion humanoids within the next decades.", "sixg": null, "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "Talk-show style forecasts without a stated method; safety around children and pets is flagged as a gate to home humanoids.", "sources": [ "rs-f5acc574c4", "rs-a88cda3012" ], "origin": "both", "canada": null, "evidenceNote": "The billion-humanoid figure also appears in Morgan Stanley Research (over 1 billion in use by 2050, adoption slow until the mid-2030s), a modelled bank forecast rather than evidence, against an IFR baseline of about 7,000 full-size humanoids sold in 2025." }, { "id": "figure03-built-for-homes", "theme": "robots", "title": "Figure 03 is designed for homes and mass production", "plain": "Figure's 2025 robot has washable soft covers, foam at pinch points and self-docking for home use. Its factory starts at up to 12,000 robots a year, aiming for 100,000 over four years.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "Factory capacity targets and home-ready design claims are not the same as robots working in homes.", "sources": [ "rs-4fbdade2db" ], "origin": "library", "canada": null }, { "id": "autonomous-vehicle-forecasts", "theme": "robots", "title": "Fully self-driving private cars sit beyond the 2020s", "plain": "The IEEE paper did not expect full (level 5) autonomy for private cars in its timeframe, though it cited forecasts of about 700,000 level-5 vehicles sold in 2030 and 100,000 robotaxis by 2022. Self-driving cars were expected to become electric and shift mobility from ownership to service later on.", "sixg": "Notes edge computing and roadside infrastructure as enablers; does not specify 6G.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Some quoted forecasts (for example 100,000 robotaxis by 2022) were far more optimistic than what happened, so treat these numbers with caution.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "humanoid-form-fits-human-world-first", "theme": "robots", "title": "Humanoids first, because the world fits human bodies", "plain": "Because tools, buildings and appliances are made for human bodies, humanoids may be in demand first. Over time special-purpose machines and redesigned spaces could be more efficient than human-shaped robots.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "A design argument from futures writing, not evidence that humanoids beat other robot shapes in real deployments.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "mind-file-portability", "theme": "robots", "title": "Mind files might move between avatars and robots", "plain": "The LifeNaut project behind BINA48 hypothesised that a rich enough life archive could drive a personality model that moves between computers, avatars, robots and, far later, new kinds of bodies.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "Moving a chatbot-style model between avatars or robots is ordinary software; claims that it carries the person's consciousness are untested, and copies could diverge with no single authentic version.", "sources": [ "rs-b72cc9f2df", "rs-75a092df4d" ], "origin": "both", "canada": null, "evidenceNote": "LifeNaut states its aim is to explore transfer of consciousness to computers and robots via mindfiles and plans an untested comparison experiment; even a proponent of brain-emulation research calls emulation a remote research goal, and no public source shows a life archive reproducing a person." }, { "id": "commentators-humanoids-by-2030", "theme": "robots", "title": "Podcast voices claim humanoids do most physical work soon", "plain": "Several talks the owner saved claim humanoids will match human dexterity within about five years and could take over most physical labour around 2030. They point to many companies, including Tesla, racing to build them.", "sixg": null, "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "These are opinions from interviews and lectures, not data; IFR counted about 7,000 full-size humanoids sold worldwide in 2025 (other trackers using broader definitions report 13,000-18,000).", "sources": [ "rs-a88cda3012", "rs-f5acc574c4" ], "origin": "both", "canada": null, "evidenceNote": "IFR counts about 7,000 full-size (over 140 cm) humanoids sold in 2025, notes many pilots still rely on remote human control, and even bullish bank forecasts expect slow adoption until the mid-2030s, so takeover of most physical labour by 2030 has no supporting data." }, { "id": "social-robots-no-killer-app", "theme": "robots", "title": "Social robots sell more but lack a killer use", "plain": "The same white paper reported social and entertainment robot sales doubling from 1.7 million in 2015, heading toward 7.4 million by 2025. It warned that without a clear killer use they would stay marginal.", "sixg": null, "evidence": "projection", "when": "now", "whenText": "2026-2028", "limits": "Sales numbers mix toys and gadgets; more units sold is not proof of real help to people.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null, "evidenceNote": "Forecast target date has passed; whether it came true is not checked here." }, { "id": "robot-assistants-per-person", "theme": "robots", "title": "Thousands of AI and robot helpers per person, maybe", "plain": "In a fast AI-driven growth scenario, the paper imagines each person could have access to thousands of AI and robot assistants, if people want that.", "sixg": null, "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "A speculative upper-bound scenario used to argue for cooperation, not a forecast of household robot ownership.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "statcan-trades-automation-exposure", "theme": "robots", "title": "Trades: low AI exposure, higher robot exposure in Canada", "plain": "Statistics Canada estimated in January 2026 that about 20 percent of employees in certified journeyperson trades are at high risk of automation-related job transformation, versus 13 percent in other occupations, even though most trades are less exposed to AI.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "A forward-looking exposure model using 2016 skills data, not observed job losses; employers may not automate even when feasible.", "sources": [ "rs-7acc7056d9" ], "origin": "both", "canada": "Statistics Canada", "evidenceNote": "The January 2026 StatCan report predicts about 20% of journeyperson employees at high risk (70%+ probability) of automation-related job transformation versus about 13% elsewhere, while finding most trades less exposed to AI, and stresses exposure is not job loss." }, { "id": "city-5g-redcap-mid-tier-devices", "theme": "sensing", "title": "5G 'RedCap' devices serve city cameras and sensors now", "plain": "3GPP Release 17 created RedCap, a cheaper 5G device class with 20 MHz bandwidth and one antenna, aimed at industrial sensors, video surveillance and wearables. Release 18 adds improvements explicitly for smart-city coverage.", "sixg": "Shows much city connectivity is being solved inside 5G-Advanced; 6G mainly adds network sensing and even lower-power device classes on top.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A standard is not a deployment; RedCap modules and network support are still rolling out.", "sources": [ "rs-9887cc5dc6" ], "origin": "library", "canada": null }, { "id": "sensing-att-ericsson-stadium-drones", "theme": "sensing", "title": "AT&T's 5G towers tracked drones near a stadium", "plain": "In July 2026, AT&T and Ericsson used existing cell towers and massive-MIMO radios at several sites outside AT&T Stadium in Texas to detect and track drones flying at 300-400 feet, reporting their location, speed and height in real time.", "sixg": "The companies present it as a capability usually associated with 6G running on 5G today; combining several synchronised sites improved reliability and accuracy.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A company demonstration in authorised airspace with no published range or accuracy figures; Ericsson positions it as complementing, not replacing, other counter-drone tools.", "sources": [ "rs-94b6a18b2a", "rs-5d5105bf10" ], "origin": "public", "canada": null }, { "id": "city-amsterdam-sensor-register", "theme": "sensing", "title": "Amsterdam makes owners register sensors placed in public space", "plain": "Amsterdam was the first Dutch city to require anyone running cameras, counters or other sensors in public space to register them on a public map. Dutch municipalities have since studied a national sensor register; Apeldoorn alone runs over 1,000 sensors.", "sixg": "If 6G turns base stations into sensors, registers like this show how cities may demand disclosure of what is sensed and why.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Police and public-order sensors and private doorbells are exempt, and a national register was still being studied in 2024.", "sources": [ "rs-0c065ffca6" ], "origin": "library", "canada": null }, { "id": "city-barcelona-sentilo-open-platform", "theme": "sensing", "title": "Barcelona built an open-source city sensor platform others reuse", "plain": "Barcelona's Sentilo is free, open-source software that collects data from city sensors on pedestrian and bike flows, noise, temperature and air quality, and any city can adapt it. The city is opening the network to public experimentation.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Widely quoted savings (around 25% water in parks, 30% lighting energy) appear in secondary reports without a published city evaluation.", "sources": [ "rs-790f7a788e" ], "origin": "library", "canada": null }, { "id": "sensing-ambient-iot-microwatt-tags", "theme": "sensing", "title": "Battery-free tags could talk to cell towers", "plain": "3GPP Release 19 defined 'Ambient IoT' tags that use about 1 microwatt at peak, reflecting a radio signal rather than transmitting, for indoor inventory and simple commands. Release 20 targets more capable tags, including some with tiny amplifiers and low-cost active ones.", "sixg": "Supports the massive device density IMT-2030 targets, letting networks track huge numbers of objects without batteries.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Release 19 covers indoor use only with a base station acting as reader; range and costs are not stated by 3GPP.", "sources": [ "rs-a162daae38" ], "origin": "public", "canada": null }, { "id": "city-bridgewater-energy-poverty-lorawan", "theme": "sensing", "title": "Bridgewater retrofits cut home energy use 22-39%", "plain": "Bridgewater, Nova Scotia, used its Smart Cities prize to fight energy poverty (38% of households). By February 2025 over 180 homes were upgraded with 22-39% energy cuts, and a new pilot streams home energy and air-quality data over a LoRaWAN network.", "sixg": null, "evidence": "demonstrated", "when": "2026-2028", "whenText": "2026-2028", "limits": "Early results from the town itself; the target is only 38% to 30% energy poverty by 2026, and renters have been hard to reach.", "sources": [ "rs-3d92b6044e" ], "origin": "library", "canada": "Bridgewater, Nova Scotia" }, { "id": "city-calgary-owns-lorawan", "theme": "sensing", "title": "Calgary built and owns a city-wide LoRaWAN sensor network", "plain": "Calgary says it was the first Canadian city to build and own a low-power wireless IoT network, with near city-wide coverage. Battery sensors can run for years and send data kilometres, used for air quality and river levels for flood warnings.", "sixg": "Shows cities already run their own long-range sensor networks without 5G or 6G; cellular IoT has to beat this on cost.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The City's page does not give how many sensors are connected or measured savings.", "sources": [ "rs-2e2e80b01f" ], "origin": "library", "canada": "City of Calgary" }, { "id": "city-canada-smart-cities-challenge", "theme": "sensing", "title": "Canada's Smart Cities Challenge paid only for proven outcomes", "plain": "Ottawa committed $300 million over 11 years. In 2019 it named Montreal ($50M, mobility and food), Guelph-Wellington ($10M, circular food economy), Nunavut communities ($10M, suicide prevention) and Bridgewater ($5M, energy poverty), with prize money tied to proving results.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The 2024 federal evaluation covered only to March 2022 and judged the design, not results; it said applicants needed clearer tools for measuring outcomes, and Montreal's final results were not found.", "sources": [ "rs-db0bb80416", "rs-4fd998c237", "rs-43c120278d" ], "origin": "library", "canada": "Montreal QC; Guelph and Wellington County ON; Nunavut communities; Bridgewater NS; Infrastructure Canada" }, { "id": "city-chicago-shotspotter-audit", "theme": "sensing", "title": "Chicago audit: few gunshot alerts found gun crimes", "plain": "Chicago's Inspector General reviewed 50,176 ShotSpotter alerts police responded to in 2020-2021. Only 4,556 (about 9%) turned up evidence of a gun-related offence, and about 2% led to an investigatory stop.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The audit relied on incomplete police records and measured what responses found, not whether the system reduced shootings.", "sources": [ "rs-bca9647dbb" ], "origin": "library", "canada": null }, { "id": "sensing-china-mobile-low-altitude", "theme": "sensing", "title": "China Mobile uses 5G-A sensing to watch low airspace", "plain": "China Mobile describes 5G-Advanced base stations working as distributed radar in pilot or commercial projects in Anhui, Guangdong and Henan, including low-altitude corridors in Hefei, a city drone pilot in Shenzhen, and airport monitoring of drones, birds and debris.", "sixg": "Shows sensing being deployed on 5G-Advanced for the 'low-altitude economy' ahead of 6G.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Company-authored, with no site counts, ranges or accuracy figures, and it combines network sensing with radar and cameras; which projects are commercial is not stated.", "sources": [ "rs-88868a3ef2" ], "origin": "public", "canada": null }, { "id": "sensing-telekom-drone-detection-not-yet-network", "theme": "sensing", "title": "Deutsche Telekom's drone detection still uses separate sensors", "plain": "Deutsche Telekom showed live drone detection in Cologne in September 2026, but it relied on passive radio-frequency sensors that hear a drone's remote control, plus optional cameras, microphones and radar. It says 5G and 6G networks are expected to detect drones in future and is researching this.", "sixg": "Network-based drone sensing is framed as a future 5G/6G capability, not something in the current product.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The demonstrated system is not network sensing (ISAC); the mobile network only carries and prioritises sensor data.", "sources": [ "rs-6f24314b85" ], "origin": "public", "canada": null }, { "id": "city-dubai-paperless-government", "theme": "sensing", "title": "Dubai cut government paper use about 83%", "plain": "Dubai's Paperless Strategy moved government transactions online. By early 2021 participating entities had cut paper use 82.82%, saving 269.8 million sheets, about AED 1.13 billion and 12.1 million work hours, according to Smart Dubai.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are self-reported government figures; digitising paperwork is e-government rather than sensing, and needs no advanced network.", "sources": [ "rs-868c0ba3aa" ], "origin": "library", "canada": null }, { "id": "city-india-smart-cities-mission", "theme": "sensing", "title": "India's 100 smart cities finished about 95% of projects", "plain": "India's Smart Cities Mission (2015 to March 2025) funded about 8,000 projects in 100 cities. In August 2025 the housing minister told Parliament about 95% were complete, worth over 1.5 lakh crore rupees, and every city has a command-and-control centre.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Completion counts measure projects delivered, not outcomes for residents, and the official figures do not fully reconcile with each other.", "sources": [ "rs-d566a16377" ], "origin": "library", "canada": null }, { "id": "city-la-led-streetlights-64pct", "theme": "sensing", "title": "LED streetlights cut Los Angeles lighting energy 64%", "plain": "Los Angeles converted about 160,000 streetlights to LED, finishing in 2019. The City reports 64% energy savings (114 GWh a year), about $10 million a year saved and 67,000 tonnes less CO2.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The savings come from the LED lamps themselves, not from 'smart' connectivity; remote dimming and sensors add smaller, separately measured gains.", "sources": [ "rs-61270cca25" ], "origin": "library", "canada": null }, { "id": "city-breathe-london-low-cost-sensors", "theme": "sensing", "title": "London's cheap air sensors worked, with about 35% error", "plain": "Breathe London ran 100 low-cost nitrogen dioxide sensors across Greater London for two years. Checked against reference stations, they had about 35% average error but still showed reliable trends, daily patterns and pollution episodes.", "sixg": "Dense, cheap sensor grids like this are the kind of 'massive' device load 6G plans to carry; today they work fine on existing networks.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Results apply to these specific sensors; low-cost sensors need constant calibration against expensive reference stations and drift in summer.", "sources": [ "rs-dbe36c7cb1" ], "origin": "library", "canada": null }, { "id": "city-masdar-scaled-back", "theme": "sensing", "title": "Masdar's zero-carbon city was scaled back and delayed", "plain": "Masdar City in Abu Dhabi was launched in 2006 as a $22 billion car-free, carbon-neutral city for about 40,000-50,000 residents by 2016. In 2010 it dropped the plan to make all its own power, and by 2023 about 15,000 people lived or worked there on under a sixth of the planned area.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Population figures come from a reference summary of press reports; Masdar still operates as a clean-tech business district.", "sources": [ "rs-f27974e923", "rs-fd01457f85" ], "origin": "library", "canada": null }, { "id": "data-volume-not-meaning", "theme": "sensing", "title": "More sensor data does not mean more truth", "plain": "Sensor networks need fusion, calibration, time alignment and quality checks; bad inputs give confident but wrong answers. Every system also has a visibility gap of things it never measures.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Missing data is not proof that nothing happened; sensor abundance can create false confidence.", "sources": [ "rs-561f0b73ef", "rs-8b2d711b52" ], "origin": "both", "canada": null, "evidenceNote": "A systematic review of 57 studies documents widespread sensor errors (outliers, missing data, bias, drift, noise) and non-comparable correction methods, and IoT reviews warn that outlier removal can discard real events." }, { "id": "sw-nsf-smart-lighting-research", "theme": "sensing", "title": "NSF funded smart-lighting research from 2008", "plain": "Boston University dates NSF's Smart Lighting Engineering Research Center to 2008. The centre describes research on optical Internet access, lighting and environmental sensing.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "An established research programme does not establish deployment or more than 20 years of NSF work on both visible-light and free-space optical communications by July 2025.", "sources": [ "rs-1d493b83a5" ], "origin": "library", "canada": null }, { "id": "city-ontario-ipc-smart-city-privacy-law", "theme": "sensing", "title": "Ontario privacy watchdog: laws too old for smart cities", "plain": "In his 2019 annual report Ontario's Information and Privacy Commissioner said provincial privacy law predates sensors, big data and AI. He asked for a full review and stronger oversight powers, saying his office could not properly oversee smart-city projects without them.", "sixg": "Any 6G network that senses people and places in Ontario would land in this same legal gap unless the law is updated.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This was a recommendation; the source does not show what the province changed afterwards.", "sources": [ "rs-ebf2f74e40" ], "origin": "library", "canada": "Information and Privacy Commissioner of Ontario" }, { "id": "city-ised-cpc-2-0-03-siting", "theme": "sensing", "title": "Ottawa, not cities, decides disputed antenna sites", "plain": "Under ISED's CPC-2-0-03, carriers must consult the local land-use authority and the public, normally within 120 days, but ISED makes final decisions in disputes. Antennas on existing lamp posts or buildings skip consultation if the structure grows no more than 25%; the under-15 m exemption does not apply to carriers.", "sixg": "Small cells for 5G and 6G mostly go on existing poles, which this exemption already eases; cities keep leverage mainly as pole owners.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Cities still control access to poles they own through licence agreements; siting approval is not the same as permission to use City property.", "sources": [ "rs-676ce652be" ], "origin": "library", "canada": "Innovation, Science and Economic Development Canada" }, { "id": "city-lorawan-vs-nbiot-reality", "theme": "sensing", "title": "Outside China, cities lean on LoRaWAN more than NB-IoT", "plain": "Cellular IoT reached about 4.5 billion of 22.3 billion IoT devices in 2025. NB-IoT had about 1.3 billion connections, roughly 90% in China; AT&T shut its NB-IoT network. Cities building their own sensor networks often choose LoRaWAN instead.", "sixg": "6G's '100 million devices per km2' goal assumes cellular wins sensors; today cost and ownership, not capacity, decide what cities use.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Market shares come from analyst firms quoted in a blog; no census of what municipalities actually buy was found.", "sources": [ "rs-b13fa789c9", "rs-2e2e80b01f" ], "origin": "library", "canada": null }, { "id": "sensing-interdigital-turk-telekom-presence", "theme": "sensing", "title": "Phone and Wi-Fi signals combined to sense people indoors", "plain": "InterDigital and Turk Telekom reported in February 2026 that fusing cellular and Wi-Fi sensing on a preliminary 6G architecture detected human presence indoors in near real time, more reliably than either network alone.", "sixg": "A test of 6G-style sensing in which several networks share sensing data to cover blind spots.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Company-reported test-centre demo with no accuracy numbers; it also shows how easily people without devices could be sensed.", "sources": [ "rs-6a0e052757" ], "origin": "public", "canada": null }, { "id": "city-acoustic-water-leak-detection", "theme": "sensing", "title": "Pipe microphones find water leaks, but evidence is thin", "plain": "Acoustic sensors fixed to water pipes listen for leaks so crews can fix them before they surface. An Illinois state-funded pilot reported measurable water savings within a year, but most published results are vendor case studies.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Few independent, controlled evaluations exist, and reported water-loss drops are usually mixed with meter replacement and pipe repairs.", "sources": [ "rs-57a8a548d2" ], "origin": "library", "canada": null }, { "id": "city-surtrac-pittsburgh-adaptive-signals", "theme": "sensing", "title": "Pittsburgh's self-timing traffic lights cut travel time 25%", "plain": "A Carnegie Mellon field test of the Surtrac system ran 9 intersections in Pittsburgh's East Liberty with lights that continuously re-plan their timing from live traffic. Measured against the old timing, travel time fell about 26%, stops about 31%, waiting about 41% and estimated emissions about 21%.", "sixg": "None needed: this ran on roadside detectors and ordinary links. It shows city traffic gains come from software and sensors, not from a new mobile generation.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A small pilot (9 intersections) without a formal statistical test; the widely repeated '25% / 40% / 21%' press figures come from this one study.", "sources": [ "rs-e19809026d" ], "origin": "library", "canada": null }, { "id": "sensing-contactless-radar-health", "theme": "sensing", "title": "Radar can watch breathing without touching you", "plain": "Circadia's monitor, cleared by the FDA in 2020, uses radar and AI to measure breathing through the air, and an IEC white paper covers radar-based activity recognition for assisted living.", "sixg": "The research's link lists point to research on using wireless networks themselves as sensors; 6G 'integrated sensing' could let network radios do similar motion and breathing sensing, but the research does not show this yet.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A dedicated medical radar is not the same as a phone network sensing people; network-based sensing at scale is not shown here.", "sources": [ "rs-9a72a62831", "rs-ed4a576bc6" ], "origin": "library", "canada": null }, { "id": "city-san-diego-streetlight-cameras", "theme": "sensing", "title": "San Diego's smart streetlights became a police-camera fight", "plain": "San Diego's LED upgrade added 3,200 sensor nodes with cameras, which police used for investigations. After public pushback the city switched off all sensors in 2020, passed a surveillance-technology ordinance, and in 2023 approved 500 cameras with licence-plate readers under strict rules.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Shows the risk of function creep: kit sold for energy savings became surveillance, and switching it off left the city paying for unused hardware.", "sources": [ "rs-bf3cee155e", "rs-11c6d7fcfb" ], "origin": "library", "canada": null }, { "id": "city-sfpark-demand-pricing", "theme": "sensing", "title": "San Francisco's parking sensors made spaces easier to find", "plain": "SFpark put sensors on about 7,000 metered spaces and changed prices block by block to keep some spaces free. SFMTA's evaluation found easier parking, lower average rates, less driving around and lower emissions, and the scheme became permanent in 2014.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The gains came mainly from demand-based pricing; the sensors were a measuring tool, and results from one city's downtown may not transfer.", "sources": [ "rs-c12f017f2c" ], "origin": "library", "canada": null }, { "id": "city-quayside-sidewalk-cancelled", "theme": "sensing", "title": "Sidewalk Labs' Toronto smart district was cancelled in 2020", "plain": "Sidewalk Labs withdrew from Toronto's Quayside on 7 May 2020 after years of debate over data collection and who would govern it. Waterfront Toronto restarted, choosing Dream and Great Gulf in 2022 for a plan led by 800+ affordable homes and zero-carbon buildings rather than sensors.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Sidewalk cited pandemic economics; the data-governance dispute was a major backdrop, not the officially stated reason.", "sources": [ "rs-7dc15339f7", "rs-8101b80697", "rs-54229719d3" ], "origin": "library", "canada": "Toronto; Waterfront Toronto; Sidewalk Labs" }, { "id": "city-singapore-lamppost-rollout-dropped", "theme": "sensing", "title": "Singapore judged sensor-laden lampposts impractical at scale", "plain": "Singapore once aimed to wire its 110,000 lampposts with sensors. After trials from 2017, the government said in 2023 a large-scale rollout was not practical and mobile sensors are cheaper and more flexible; its 2024 Smart Nation 2.0 plan centres on trust, AI and digital skills instead.", "sixg": "Suggests that fixed street-furniture sensor grids are not automatically the future; network-based sensing (6G ISAC) and mobile sensors compete with them.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The trials did produce data-sharing platforms and governance models; the decision concerns fixed lamppost hardware, not sensing in general.", "sources": [ "rs-82dc153289", "rs-793e7e2c12" ], "origin": "library", "canada": null }, { "id": "smart-system-sense-communicate-compute", "theme": "sensing", "title": "Smart systems combine sensing, communication and computing", "plain": "A sensor only measures; communication moves the reading; computing interprets it. Standards work describes IoT as this whole system, bundling networking, cloud, AI, digital twins, cybersecurity and data governance.", "sixg": "Communication is one of the three required legs, so network capacity and reach shape what a sensing system can do, but the research frames IoT as protocol-neutral rather than tied to any generation.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Calling a system smart means only that these functions are joined, not that it understands anything.", "sources": [ "rs-2801b6f1e4", "rs-a4e7f06ad3" ], "origin": "both", "canada": null, "evidenceNote": "ITU-T's in-force IoT overview (Y.2060, renumbered Y.4000) and NIST's fog model describe IoT as joined sensing, networking and distributed computing, independent of a specific mobile generation." }, { "id": "3gpp-isac-channel-model-rel19", "theme": "sensing", "title": "Standard model for radio sensing published 2025", "plain": "3GPP added a shared model of how radio echoes behave around targets and background clutter to its channel model (TR 38.901, Release 19, June 2025), so companies can test sensing designs the same way.", "sixg": "Groundwork for specifying sensing in 6G radio.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A simulation model for engineers, not a sensing feature in any phone or network.", "sources": [ "rs-f96ac6f43f" ], "origin": "public", "canada": null }, { "id": "mems-made-sensors-cheap", "theme": "sensing", "title": "Tiny MEMS sensors made sensing mass-market", "plain": "Microelectromechanical sensors moved from specialist uses such as catheter pressure and car airbags into phones and everyday objects, with sensor volumes growing fast between 2007 and 2012. Once cheap and small, sensing starts to behave like infrastructure.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Market figures in the sources are from 2006-2014 and are not current counts.", "sources": [ "rs-2dad1a1087", "rs-3b741ee4c7" ], "origin": "both", "canada": null, "evidenceNote": "MEMS accelerometers for airbags, disposable blood-pressure sensors and phone accelerometers and microphones are well documented, with SEMI/Yole figures showing rapid market growth in 2006-2011." }, { "id": "5g-isac-drone-detection-trials", "theme": "sensing", "title": "Today's 5G towers are already tracking drones", "plain": "A Saab-Ericsson project in Sweden raised 5G-based drone radar from lab concept to field-tested (TRL 6) by November 2025, and Ericsson demonstrated drone tracking at a Helsinki harbour in September 2026 using existing 5G radios.", "sixg": "Ericsson positions sensing as evolving through 5G-Advanced, with broad commercial use in the 6G timeframe.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Vendor-run demonstrations without published accuracy figures; dense cities with no line of sight remain hard.", "sources": [ "rs-54e129db87", "rs-625789f218", "rs-6f7fe0a1d3" ], "origin": "public", "canada": null }, { "id": "city-toronto-scats-adaptive-signals", "theme": "sensing", "title": "Toronto expands adaptive signals but publishes no results", "plain": "Toronto has used adaptive signals since 1992 (SCOOT, about 400 intersections at peak). After a 2018-2019 SCATS pilot in Scarborough the City rolled SCATS out to 187 intersections and plans 58 more by the end of 2026.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The City calls the pilot successful but its public page gives no delay or travel-time figures, so Toronto's benefit cannot be checked from public data.", "sources": [ "rs-92b8e6dba6" ], "origin": "library", "canada": "Toronto (Sheppard Ave E, Morningside Ave, Kingston Rd)" }, { "id": "city-toronto-rejected-shotspotter", "theme": "sensing", "title": "Toronto police dropped gunshot microphones over Charter concerns", "plain": "Toronto had planned to buy ShotSpotter in 2018, but in February 2019 police shelved it after legal advice that always-on street microphones could breach the Charter's protection against unreasonable search.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The decision rested on legal risk, not on a test showing the technology failed; police said they could revisit it if the technology changed.", "sources": [ "rs-7eb12eaf7f" ], "origin": "library", "canada": "Toronto Police Service; Ontario Ministry of the Attorney General" }, { "id": "city-toronto-antenna-pole-rules", "theme": "sensing", "title": "Toronto rations street antenna poles as 'unsightly'", "plain": "Toronto's right-of-way policy for carrier antenna poles under 15 m prefers wide arterial roads, about 20 m from tall structures, no more than one per block, underground equipment boxes, and no blocking of tree planting. The City states it considers such poles unsightly.", "sixg": "Dense 5G and later 6G cells need many more street sites; rules like these make siting slow and site-by-site.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are 2013 guidelines and may since have been revised; they cover stand-alone poles, not attachments to existing streetlights.", "sources": [ "rs-c4fee4c5b2" ], "origin": "library", "canada": "City of Toronto" }, { "id": "city-toronto-digital-infrastructure-framework", "theme": "sensing", "title": "Toronto set principles for tech in public spaces", "plain": "In April 2022 Toronto Council unanimously adopted the Digital Infrastructure Strategic Framework. It sets principles (equity, privacy and security, transparency, digital autonomy and more) for any technology or data project the City runs or allows in streets, parks and City buildings.", "sixg": "Any future 6G sensing or small cells on City property would be judged against these principles.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It is a principles framework, not a deployment plan, and it does not cover private property.", "sources": [ "rs-cbf23d1240" ], "origin": "library", "canada": "City of Toronto" }, { "id": "sensing-ieee-80211bf-wifi-sensing", "theme": "sensing", "title": "Wi-Fi sensing became an official IEEE standard in 2025", "plain": "IEEE published 802.11bf in September 2025, an amendment that lets Wi-Fi devices measure their surroundings, for example to detect motion or presence, in bands from 1 to 7.125 GHz and above 45 GHz.", "sixg": "3GPP's 6G use-case study discusses bringing Wi-Fi sensing together with cellular sensing.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A published standard does not mean products ship with it; what devices can infer depends on implementation.", "sources": [ "rs-cc8cacaa11" ], "origin": "public", "canada": null }, { "id": "sensing-3gpp-tr22837-isac-use-cases", "theme": "sensing", "title": "3GPP listed over 30 ways networks could sense", "plain": "3GPP's Release 19 feasibility study on integrated sensing and communication (TR 22.837) collected more than 30 use cases, such as detecting objects, monitoring environments and tracing trajectories. Its requirements moved into the service spec TS 22.137.", "sixg": "Network sensing is one of six IMT-2030 (6G) usage scenarios; this study is the requirements base that 5G-Advanced and 6G sensing build on.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "Use cases are candidates; listing them does not mean networks can perform them or will be allowed to.", "sources": [ "rs-7083b97add", "rs-8b586fe002" ], "origin": "public", "canada": null }, { "id": "itu-isac-scenario", "theme": "sensing", "title": "6G networks are meant to sense, not just connect", "plain": "ITU's integrated sensing scenario has the network detect objects, presence and movement, including things carrying no device. Typical uses include fall detection, gesture recognition, vehicle and pedestrian detection and rain or pollution monitoring.", "sixg": "New capability: range, speed and angle estimation, imaging and mapping, with 1-10 cm positioning as a research target.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "ITU gives no numeric sensing accuracy targets; detecting people without devices raises privacy questions.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "6g-smart-cities-paper", "theme": "sensing", "title": "6G pitched as the answer to smart-city overload", "plain": "A 2024 review argues that mobile traffic growth to 2030 and smart-city uses (XR, telemedicine, drones, connected vehicles) will exceed what 5G was designed for. It proposes 6G technologies such as integrated sensing and communication and non-terrestrial networks for smart grids, healthcare and waste management.", "sixg": "Ultra-low latency, extreme device density, higher capacity, sensing and satellite or drone coverage.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Literature review; it also lists security, privacy, interoperability and digital-divide problems still unsolved.", "sources": [ "rs-14d7ca6d69" ], "origin": "library", "canada": null }, { "id": "sensing-cognitive-cities", "theme": "sensing", "title": "Cities that sense, predict and adapt themselves", "plain": "The 'cognitive city' idea describes urban infrastructure that senses conditions, predicts problems and adjusts in real time, linked to climate networks such as C40.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "It is a concept and research agenda, not a working city-wide system; the link to C40 in the research note was not found in public sources.", "sources": [ "rs-a2f41a6452", "rs-5e0c20afb7" ], "origin": "both", "canada": null, "evidenceNote": "A university centre presents the cognitive city (sense, understand, learn, respond in real time) as a research agenda with no named deployments, and a 2026 Urban Studies commentary treats cognitive-city visions as competing imaginaries rather than working systems." }, { "id": "sensing-etsi-isac-group-reports", "theme": "sensing", "title": "European standards group mapped 18 sensing use cases", "plain": "ETSI's ISAC industry group published 18 6G sensing use cases in 2025, such as human-motion recognition, emergency rescue and robot guidance, then reports on channel modelling and system architecture. In December 2025 it opened new work on AI and data handling and on security and privacy.", "sixg": "Pre-standards research fed into 3GPP's 6G work.", "evidence": "proposed", "when": "now", "whenText": "2028-2030", "limits": "These are non-binding group reports, not standards or deployments.", "sources": [ "rs-10fbed6d46", "rs-2ca4f555a4" ], "origin": "public", "canada": null }, { "id": "city-halton-one-window-5g-corporation", "theme": "sensing", "title": "Halton set up one window for 5G pole permits", "plain": "Halton's councils proposed a shared corporation, Halton Digital Access Services Corporation, so carriers get one permit for 5G attachments on poles and streetlights owned by the region, its four local municipalities and four hydro companies. Most of 94 public comments raised health worries; Health Canada advises low-level 5G exposure poses no known risk.", "sixg": "A single permitting window is the kind of local fix that speeds small-cell density for 5G and future 6G.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "Milton's May 2023 report recommended creating it with a $500,000 regional start-up loan; whether it is now operating was not confirmed.", "sources": [ "rs-250502a7a1" ], "origin": "library", "canada": "Halton Region, Milton, Oakville, Burlington, Halton Hills" }, { "id": "city-mississauga-5g-light-poles", "theme": "sensing", "title": "Mississauga readied its light poles for 5G small cells", "plain": "In December 2021 Mississauga staff reported the city could host 5G small cells on street light poles in busy areas and downtown, with master pole-attachment agreements going to Council in 2022. The city says it co-owns, with Peel, Brampton and Caledon, Canada's largest public-sector fibre network (985 sites).", "sixg": "Municipal fibre and pole access are the groundwork for 5G densification and any later 6G small cells.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "This is a 2021 readiness report; the source does not show how many small cells were installed afterwards.", "sources": [ "rs-d0089b8fd8" ], "origin": "library", "canada": "Mississauga, Peel Region, Brampton, Caledon" }, { "id": "sw-nist-cps-framework-2017", "theme": "sensing", "title": "NIST published a cyber-physical systems framework in 2017", "plain": "In June 2017 NIST released a shared framework and vocabulary for cyber-physical systems, which link computing with physical processes in vehicles, buildings, energy and medical devices.", "sixg": "Networks that coordinate sensors and machines in real time are the foundation 6G sensing and automation ideas build on.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "It is a conceptual framework from a standards agency; it does not show that a single backbone is fully deployed or that it connects human bodies.", "sources": [ "rs-4312841d88", "rs-827155b46b" ], "origin": "library", "canada": null }, { "id": "sensing-5g-advanced-sensing-before-6g", "theme": "sensing", "title": "Network sensing is arriving in 5G-Advanced, before 6G", "plain": "3GPP is now writing 5G-Advanced specifications for sensing, including a sensing architecture (TS 23.137) and a new core 'Sensing Function'. Its Release 20 radio study (TR 38.765) focuses on base stations detecting and tracking drones, and was placed under change control in June 2026.", "sixg": "Changes the 'when': basic base-station sensing could be standardised in 5G-Advanced (Release 20, protocol freeze targeted March 2027), with richer sensing left to 6G.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "Specifications in progress are not deployments; scope is narrow (base-station sensing, drones first) and security/privacy work (TR 33.777) is still a study.", "sources": [ "rs-8b586fe002", "rs-57ca2db6bd", "rs-0effd80df4" ], "origin": "public", "canada": null }, { "id": "antennas-as-sensors", "theme": "sensing", "title": "Radio antennas can double as city-wide sensors", "plain": "The 2017 IEEE scenario describes the antennas that connect phones, vehicles and things as sophisticated sensors that reveal traffic flows, crowds and resource use. Each city gets a measurable 'digital signature'.", "sixg": "This is an early form of integrated sensing and communication, a headline 6G feature in which the network acts like radar.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Written as a narrative scenario, not a measured system.", "sources": [ "rs-96b50d7310" ], "origin": "library", "canada": null }, { "id": "space-connectivity-iot", "theme": "sensing", "title": "Satellite constellations extend sensing and 5G everywhere", "plain": "Papers in the research describe low-orbit mega-constellations working with ground networks to offer global 5G, and CubeSat networks (an 'Internet of Space Things') to link remote sensors and robots.", "sixg": "Non-terrestrial networks are a stated part of 6G for coverage of remote places.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Architecture papers; frequent satellite handovers (a LEO satellite is visible for about 3 minutes) are a stated challenge.", "sources": [ "rs-e49ec1a05b" ], "origin": "library", "canada": null }, { "id": "city-6g-city-sensing-needs-modest", "theme": "sensing", "title": "Smart-city sensing needs only metre-level accuracy, research says", "plain": "A joint industry-academic 6G study classes smart-city uses like traffic monitoring as needing metre to sub-metre location accuracy with relaxed latency. That is far below the centimetre and millisecond targets 6G sets for factories and robots.", "sixg": "6G network sensing could replace some roadside sensors, but cities' accuracy needs are modest; the hard part is privacy and cost, not radio performance.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "This is a research vision with requirement estimates, not a list of what city governments have asked for.", "sources": [ "rs-147a67abb9" ], "origin": "library", "canada": null }, { "id": "sensing-etsi-isac-security-privacy-report", "theme": "sensing", "title": "Standards report flags 15 security and privacy risks", "plain": "ETSI's March 2026 report on 6G sensing found 19 key issues, 15 about security and privacy: unauthorised sensing, eavesdropping, sensing people who carry no device, sensitive places, and AI drawing private details from sensing data. The other 4 concern energy and environment.", "sixg": "Sets out requirements 6G sensing would have to meet before wide use.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "Identifies risks and possible requirements; it does not show that 6G will solve them.", "sources": [ "rs-3baf1c9846", "rs-d526c7ec93" ], "origin": "public", "canada": null }, { "id": "sw-sh130-intelligent-corridor", "theme": "sensing", "title": "Texas SH130 'intelligent corridor' was a 2021 plan", "plain": "A 2021 trade article describes a proposed Texas highway corridor with edge computing, next-generation wireless, sensors and charging to support autonomous vehicles and drones.", "sixg": "Low-latency edge computing and dense sensing along roads are the kind of load next-generation networks are expected to carry.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "The article says a coalition was still developing the deployment plan; it does not show the corridor is built or that it senses people's bodies.", "sources": [ "rs-5dab363298" ], "origin": "library", "canada": null }, { "id": "itu-massive-communication-density", "theme": "sensing", "title": "Up to 100 million devices per square kilometre", "plain": "ITU's massive communication scenario targets 1 million to 100 million connected devices per square kilometre, including sensors with no battery, for cities, health, energy, farming and the environment.", "sixg": "Connection density research target 10^6-10^8 devices/km2 with low power and extended coverage.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "A research target range; 'trillion-sensor' worlds are not an ITU figure.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "sensing-vodafone-network-as-radar", "theme": "sensing", "title": "Vodafone pitched its network as a drone radar", "plain": "At MWC 2025, Vodafone presented network sensing that could spot drones within about a 3 km radius of sites such as airports, including objects with no SIM card, and said it would feed results into 3GPP standards.", "sixg": "Vodafone ties commercial use to 3GPP sensing standards, which begin in 5G-Advanced and expand in 6G.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "Vodafone's page uses future-tense language and reports no test results, so this shows intent rather than a proven capability.", "sources": [ "rs-f1ecc9f037" ], "origin": "public", "canada": null }, { "id": "city-eu-climate-neutral-smart-cities-mission", "theme": "sensing", "title": "103 EU cities have approved 2030 climate-neutral plans", "plain": "The EU Cities Mission picked 112 cities to aim for climate neutrality by 2030. By October 2025, 103 had an approved Climate City Contract, unlocking EIB advice and a dedicated EUR 2 billion lending envelope.", "sixg": null, "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "A label means an approved plan and investment programme, not achieved emissions cuts, and the announcement says nothing specific about digital or sensor technology.", "sources": [ "rs-ff296dd369" ], "origin": "library", "canada": null }, { "id": "sensing-trillion-sensors", "theme": "sensing", "title": "Forecast: tens of trillions of networked sensors", "plain": "A 2014 IEEE talk that launched the 'trillion sensors' movement cited a forecast, from the book Abundance, of about 45 trillion networked sensors within 20 years for health, environment, food and energy.", "sixg": "The talk lists the network problems this creates: low-latency control, shared wireless bandwidth, battery-free power and handling enormous data volumes, which match 6G goals of massive device density and low latency.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "These are visionary market forecasts; the author noted most market researchers did not yet expect them.", "sources": [ "rs-ea0d7927b3" ], "origin": "library", "canada": null }, { "id": "city-ttc-subway-cellular-delay", "theme": "sensing", "title": "Full cell coverage in TTC tunnels slips to 2027", "plain": "Since 2023 riders of all carriers get service in every TTC station on Rogers' network. Federal conditions require 80% of tunnels by December 2025 and all by December 2026, but a TTC report projects 70% and 88% by those dates and completion in 2027.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "Delays come from asbestos clean-up and short overnight work windows; figures are from a TTC staff report as reported by the press.", "sources": [ "rs-da17748433" ], "origin": "library", "canada": "Toronto Transit Commission; Rogers; ISED" }, { "id": "city-ontario-high-speed-internet-2028", "theme": "sensing", "title": "Ontario's every-home internet promise moved from 2025 to 2028", "plain": "Ontario is spending nearly $4 billion to bring high-speed internet to every community. As of April 2026, 96% have access and 157,000 homes and businesses were connected since 2021; Hydro One prepared over 62,000 poles for fibre. The finish date is now the end of 2028.", "sixg": "Rural fibre and poles are also the backhaul that future 5G and 6G sites need.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "The original target was the end of 2025; the program figures cover fixed broadband, not mobile 5G.", "sources": [ "rs-65a124a6f3" ], "origin": "library", "canada": "Ontario; Infrastructure Ontario; Hydro One" }, { "id": "city-hangzhou-city-brain-unverified", "theme": "sensing", "title": "Hangzhou's 'City Brain' results come mainly from Alibaba", "plain": "Alibaba's City Brain uses intersection cameras and vehicle GPS to coordinate over 1,000 traffic signals in Hangzhou. Alibaba says the city fell from 5th to 57th in China's congestion ranking and ambulances arrive in half the time.", "sixg": "City-scale AI that reads cameras and GPS in real time is the 'AI-native, sensing' model 6G proposals describe; Hangzhou does it on today's fibre and 4G/5G.", "evidence": "contested", "when": "now", "whenText": "now", "limits": "No independent before-and-after evaluation was found; a ranking change is not a measured cut in delay, and the system relies on mass camera data.", "sources": [ "rs-f80a5dbebd", "rs-172c6f7aeb" ], "origin": "library", "canada": null }, { "id": "city-neom-the-line-phased", "theme": "sensing", "title": "NEOM's 170 km The Line is now 'phased'", "plain": "The Line was pitched as a 170 km mirrored city for 9 million people. It is widely reported to have been cut to a first 2.4 km phase for about 300,000 people, and NEOM's website now describes a phased, demand-led approach.", "sixg": null, "evidence": "contested", "when": "2030s", "whenText": "2030s", "limits": "NEOM denies any change to its long-term vision and has not published revised targets, so scale-back figures rest on anonymous sources and press reports.", "sources": [ "rs-adb045bc7c", "rs-7ed1ca2f12", "rs-60766f25dd" ], "origin": "library", "canada": null }, { "id": "city-songdo-tech-first-critique", "theme": "sensing", "title": "Songdo's built-from-scratch smart city struggled with real life", "plain": "Songdo in South Korea was planned as a 'ubiquitous' high-tech eco-city. A peer-reviewed review found its closed, technology-first design coped poorly with the 2008 crash and left social needs and fair access to services out of the plan.", "sixg": null, "evidence": "contested", "when": "now", "whenText": "now", "limits": "This is one academic assessment; Songdo has kept growing, and there is no comprehensive public evaluation of its smart systems.", "sources": [ "rs-e6772acb80" ], "origin": "library", "canada": null }, { "id": "city-shotspotter-no-homicide-effect", "theme": "sensing", "title": "Study across 68 US counties found no shooting reduction", "plain": "A peer-reviewed analysis of 68 large US metro counties from 1999 to 2016 found gunshot detection had no significant effect on firearm homicides or arrests overall. The vendor disputes the method because coverage zones are much smaller than whole counties.", "sixg": null, "evidence": "contested", "when": "now", "whenText": "now", "limits": "County-level data can hide effects inside small coverage areas, so the evidence is mixed rather than proof that the system never helps.", "sources": [ "rs-e3e05e8897", "rs-4095f75a7c" ], "origin": "library", "canada": null }, { "id": "twin-definition-live-two-way-link", "theme": "twins", "title": "A real digital twin stays linked to its target", "plain": "A digital twin is a computer model kept in step with a real thing (a machine, network, building or city) through a continuing data link, so it can be used to test 'what if' before acting. The owner's notes and the national science academies agree the live, two-way link is what separates a twin from an ordinary model.", "sixg": "6G is designed to supply the sensing data and low-latency links that keep a twin synchronised; ITU's 6G framework names digital twins as an expected use.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A definition existing in standards does not mean patient twins are widely deployed; the National Academies report lists unresolved gaps in validation, privacy and closed-loop safety for biomedical twins.", "sources": [ "rs-c7dc674386", "rs-da8a3f65f7", "rs-7e1c69ae80", "rs-17fe4a2661", "rs-a4354df0eb", "rs-41ebad44c9" ], "origin": "both", "canada": null, "evidenceNote": "ISO/IEC 30173:2023 (JTC 1/SC 41) is published; secondary commentary reproduces its clause 3.1.1 definition with data connections and an appropriate rate of synchronisation (full text is paywalled), and the National Academies report says a twin's fidelity and resolution should be fit for purpose given time, bandwidth and cost." }, { "id": "bmw-virtual-factory", "theme": "twins", "title": "BMW plans whole factories in a virtual twin", "plain": "BMW uses NVIDIA Omniverse to plan factories virtually, testing layouts, logistics and robot placement before construction; its Debrecen plant is the showcase example.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The headline 30% savings is projected, not measured.", "sources": [ "rs-23a11fc99c" ], "origin": "library", "canada": null }, { "id": "chattanooga-traffic-twin", "theme": "twins", "title": "Chattanooga's traffic twin estimated 16% energy savings", "plain": "US national labs built a twin of Chattanooga traffic from live cameras and radar to test signal changes before applying them. Retiming lights on one congested corridor was estimated to save up to 16% energy; the city-wide goal was 20%.", "sixg": "Real-time city twins depend on dense, low-latency sensor data, the kind of feed 5G/6G sensing aims to provide.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The savings are researchers' estimates, not an audited result.", "sources": [ "rs-34a9ff527f" ], "origin": "library", "canada": null }, { "id": "city-digital-twins", "theme": "twins", "title": "Cities and nations are building live digital twins", "plain": "Singapore pioneered a full digital double of the city, the UK set up a National Digital Twin effort in 2018, and Rotterdam and Amaravati (India) are building their own. These twins need pervasive sensors, but IoT lacks a common protocol.", "sixg": "The paper says 5G would make a city behave like one interconnected body by funnelling all sensor data through it.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Programmes exist, but the paper warns city twins can track people's locations and behaviour, raising surveillance concerns.", "sources": [ "rs-d6e397f8a1", "rs-f5f1b0eb67" ], "origin": "library", "canada": null }, { "id": "digital-twin-standards-and-6g", "theme": "twins", "title": "Digital twins have a standard vocabulary; 6G adds sensing", "plain": "ISO/IEC 30173 (2023) defines digital twin terms and concepts. A 2025 Next G Alliance paper argues 6G sensing and AI will make network, factory and city digital twins more accurate.", "sixg": "Sensing data and in-network AI keep twins synchronised with the physical world in near real time.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The ISO standard exists; the 6G-enhanced city and factory twins are proposals without published performance figures.", "sources": [ "rs-dd26660429", "rs-3d7303ea55" ], "origin": "public", "canada": null }, { "id": "dubai-digital-twin-platform", "theme": "twins", "title": "Dubai launched an emirate-wide twin in July 2026", "plain": "Dubai Municipality launched a Digital Twin Platform with 3D models of more than 195,000 buildings and 280,000 infrastructure assets, for planning, asset management and simulations.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This is a launch announcement; no outcomes are reported yet, and figures vary slightly between reports.", "sources": [ "rs-6a490a07f7" ], "origin": "library", "canada": null }, { "id": "destination-earth-twin", "theme": "twins", "title": "EU is building a digital twin of Earth", "plain": "The EU's Destination Earth programme ran its first two twins (climate adaptation and weather extremes) from 2024 and aims for a 'full' digital replica of the Earth by 2030 to support climate policy. The owner's notes cite it as the big bet on policy-simulation twins.", "sixg": null, "evidence": "demonstrated", "when": "2028-2030", "whenText": "2028-2030", "limits": "The first twins exist; a full Earth replica by 2030 is a goal, not a result.", "sources": [ "rs-6600d1eaa2" ], "origin": "library", "canada": null }, { "id": "iso-23247-manufacturing-twins", "theme": "twins", "title": "Factories have a twin standard since 2021", "plain": "ISO 23247 (2021) is a framework for factory digital twins, covering synchronisation, data collection, simulation and security. NIST says small manufacturers still struggle and is starting a part on verifying twin accuracy.", "sixg": "Factory twins that control machines in real time are a main industrial case for 6G's low-latency, high-reliability links.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A framework standard does not prove twins are accurate; methods for checking accuracy are still being written.", "sources": [ "rs-4f8a8bd7a3", "rs-686bf4ef14" ], "origin": "library", "canada": null }, { "id": "open-traffic-driving-simulators", "theme": "twins", "title": "Free simulators let cities test traffic before changing roads", "plain": "SUMO, an open-source traffic simulator from the German Aerospace Center since 2001, produced traffic forecasts for Cologne during the 2005 papal visit and 2006 World Cup. CARLA (2017) is a free urban driving simulator for self-driving research.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A simulator becomes a twin only when fed live data from the real city.", "sources": [ "rs-59b5930d1f", "rs-d57a94a720" ], "origin": "library", "canada": null }, { "id": "helsinki-3d-and-kalasatama", "theme": "twins", "title": "Helsinki publishes its city model as free open data", "plain": "Helsinki's '3D' twin combines a reality mesh accurate to about 20 cm and a building data model, released openly; it powers an Energy and Climate Atlas estimating heating demand and solar potential. A 2018-2019 Kalasatama project built twin models as a test platform.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The Energy and Climate Atlas is still in development and the city reports no measured energy savings from it.", "sources": [ "rs-23bc60f540" ], "origin": "library", "canada": null }, { "id": "japan-plateau-open-3d-cities", "theme": "twins", "title": "Japan opened 3D city models for 300+ places", "plain": "Japan's national PLATEAU project publishes standard 3D city models as open data; the ministry's list counted 306 locations in May 2026, up from 56 cities in 2021. These models are the base layer other twins can build on.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These are mostly 3D models, not live twins.", "sources": [ "rs-17dea3d798" ], "origin": "library", "canada": null }, { "id": "twin-label-often-means-3d-model", "theme": "twins", "title": "Many city 'twins' are 3D models without live data", "plain": "A lot of what is marketed as a city digital twin is a detailed 3D map updated once a year or 'when required', with no live feed and no link back to decisions. Zurich's own planners describe their twin as 3D spatial data updated at varying frequency, and the owner's research separates static models, one-way 'shadows' and true closed-loop twins.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "A 3D model can still be very useful for planning; the point is that the 'twin' label alone says nothing about live sync or accuracy.", "sources": [ "rs-7cacc8a572", "rs-c7dc674386" ], "origin": "library", "canada": null }, { "id": "ottawa-otwin", "theme": "twins", "title": "Ottawa built a planning twin with heat maps", "plain": "Since about 2022 Ottawa has built a photorealistic city twin from imagery, laser scans and VR, used to show how new towers shade homes and parks and to map the hottest areas for heat-wave planning with public health.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It is mainly a visual planning tool; public release was targeted for 2025 and no independent cost-benefit study was found.", "sources": [ "rs-3ebcc6c1da" ], "origin": "library", "canada": "City of Ottawa; Ottawa Public Health" }, { "id": "sim-to-real-robot-training", "theme": "twins", "title": "Robots and self-driving cars learn in simulation first", "plain": "Robots and self-driving cars are now routinely trained and tested in simulation. A 2017 study trained a robot's vision only on simulated images and it worked in the real world to about 1.5 cm; NVIDIA's open-source Isaac Sim and Waymo's simulator do this at industrial scale.", "sixg": "Robots trained in twins still need fast, reliable links and edge computing to act on live twin updates, which 6G targets.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Simulation never perfectly matches reality; Waymo notes realistic simulation depends on lots of real-world data.", "sources": [ "rs-4644ad95ac", "rs-9a973b9a72", "rs-15800f3dba" ], "origin": "library", "canada": null }, { "id": "shanghai-lingang-twin", "theme": "twins", "title": "Shanghai district claims China's first urban twin", "plain": "Shanghai's Lin-gang area describes a twin mapping the district one-to-one, used to simulate a major venue before construction. It aimed to finish the overall structure of its 'twin city' by 2025, part of China's national push for city twins.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Only government sources describe it; the fast construction it cites is not shown to be caused by the twin.", "sources": [ "rs-6e5d222d8f" ], "origin": "library", "canada": null }, { "id": "herrenberg-participatory-twin", "theme": "twins", "title": "Small German town tested a twin with residents", "plain": "Supercomputing researchers in Stuttgart built a twin of Herrenberg combining a 3D laser scan, traffic data, airflow simulation and an app where residents marked places that felt unsafe or ugly, shown in virtual reality at public events.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Reports describe engagement and planning value but no measured change in air quality or traffic.", "sources": [ "rs-f001fdcbcb", "rs-d7c32df08a" ], "origin": "library", "canada": null }, { "id": "toronto-3d-massing-open-data", "theme": "twins", "title": "Toronto shares a yearly 3D model, not a twin", "plain": "Toronto's City Planning publishes a city-wide 3D 'massing' model of buildings as open data, refreshed about once a year (latest December 2025). It is useful for planning and apps but is a snapshot, not a live twin.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "No public evidence of a live, sensor-linked city twin in Toronto was found in this review.", "sources": [ "rs-981f8e4a3c" ], "origin": "library", "canada": "City of Toronto (City Planning open data)" }, { "id": "network-digital-twin-standards", "theme": "twins", "title": "Twins of the mobile network itself are being standardised", "plain": "A 'network digital twin' is a live virtual copy of a telecom network used to test changes, plan capacity and train AI safely before touching the real network. ITU-T published requirements and an architecture for it in 2022 (Y.3090), and the 6G framework says such twins can help verify, simulate, deploy and manage 6G networks.", "sixg": "Operators expect to manage far more complex, AI-driven 6G networks by testing every change in a twin first.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The ITU-T standard defines requirements and architecture; it does not show that operators run full network twins at scale today.", "sources": [ "rs-772961c26a", "rs-aaffa2aa0e" ], "origin": "library", "canada": null }, { "id": "nvidia-aerial-omniverse-twin", "theme": "twins", "title": "Vendors sell simulators of whole 5G/6G city networks", "plain": "NVIDIA offers a platform for building physically accurate virtual 5G and 6G networks, from one tower to a whole city, as part of its 6G developer program. Nokia's 6G white paper describes using such geo-spatial twins to improve radio network performance.", "sixg": "6G's higher frequencies and many antennas make radio behaviour depend heavily on buildings and streets, so city-scale radio simulation becomes part of designing the network.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The software exists, but accuracy claims are vendor-stated and full access needs program membership.", "sources": [ "rs-ae2f018a7c", "rs-f04a774314" ], "origin": "library", "canada": null }, { "id": "virtual-singapore", "theme": "twins", "title": "Virtual Singapore: a national 3D twin built 2014-2018", "plain": "Singapore launched Virtual Singapore in December 2014, an S$73 million research programme to build a detailed, 'semantic' 3D model of the whole country able to take live sensor data. Planned uses included solar potential, flood modelling and testing ideas before building.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Official sources describe capabilities and potential uses; independent, published measurements of results are hard to find.", "sources": [ "rs-580f410aad", "rs-228c97221a" ], "origin": "library", "canada": null }, { "id": "zurich-twin-for-planning", "theme": "twins", "title": "Zurich uses its twin for planning and climate", "plain": "Zurich's administration describes a city twin built from open 3D data, used to show new buildings in context, run architecture competitions, support public participation and simulate urban climate questions.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Its own authors stress careful data upkeep; it is a planning tool, not a live control system.", "sources": [ "rs-7cacc8a572" ], "origin": "library", "canada": null }, { "id": "3gpp-network-digital-twin-study", "theme": "twins", "title": "3GPP finished a study on network twins in 2026", "plain": "The body that writes mobile standards completed a Release 19 study on managing network digital twins (published by ETSI in January 2026). It lists uses such as predicting failures, checking energy-saving settings before rollout, and generating training data for AI, and recommends writing actual specifications next.", "sixg": "Gives 5G-Advanced and later 6G networks a standard way to create, run and retire twins of themselves for automation.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "A study report is not a specification; how twins connect to the network's management functions was left for further study.", "sources": [ "rs-8fd4e39322", "rs-067453f691" ], "origin": "library", "canada": null }, { "id": "twins-need-shared-standards", "theme": "twins", "title": "Connected twins need shared definitions to interoperate", "plain": "Patient twins may exchange data with device, organ, hospital or emergency-service models. That needs shared units, time references, identities, versions and provenance, or one wrong state spreads through every connected model.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Standards work exists but there is no single completed universal standard.", "sources": [ "rs-41ebad44c9", "rs-3fff25cb48" ], "origin": "both", "canada": null, "evidenceNote": "The National Academies name lack of standards, interoperability and metadata for data harmonisation as open gaps for digital twins, while health-data exchange standards such as HL7 FHIR exist but are not twin-specific." }, { "id": "ericsson-network-twin-simulation", "theme": "twins", "title": "Ericsson shows big gains from twins, in simulation", "plain": "Ericsson's 2022 review of network twins lists uses from site design to testing AI before rollout. In a simulated factory, twin-guided radio settings gave far higher data efficiency and slightly higher reliability than conventional methods.", "sixg": "Points to twins as a way to hit the very high reliability factories expect from 5G-Advanced and 6G.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Results are from simulation studies, and the article says accuracy, compute cost and evaluation time must be traded off.", "sources": [ "rs-462c491b79" ], "origin": "library", "canada": null }, { "id": "itu-imt2030-names-digital-twins", "theme": "twins", "title": "ITU's 6G framework lists digital twins as a use", "plain": "The UN telecom agency's official 6G framework (IMT-2030, 2023) expects 6G to help copy the physical world into precise real-time digital twins for industries such as health care, farming and construction. It also lists sensing data for digital twins as one job of 6G's network-sensing scenario.", "sixg": "Digital twins are named inside 6G's AI-and-communication and integrated-sensing scenarios: 6G would carry the data, the AI, and the sensing that keep twins up to date.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "The framework states expectations, not performance targets for twins; no 6G network exists yet.", "sources": [ "rs-aaffa2aa0e" ], "origin": "library", "canada": null }, { "id": "ietf-network-twin-research-draft", "theme": "twins", "title": "Internet researchers say network twins are still early", "plain": "An Internet research group draft (2026 revision) describes a network digital twin as a real-time, interactive copy of a data network used for 'what if' testing, training and planning. It says research is still in its infancy and lists open problems: handling huge data, matching reality closely, real-time sync and security.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "The document is informational research, explicitly not an Internet standard.", "sources": [ "rs-e01f5113e4" ], "origin": "library", "canada": null }, { "id": "aggregated-twins-cities", "theme": "twins", "title": "Many twins can be stacked into city views", "plain": "Standards material notes that digital twins of individual assets can be aggregated into composite views of ships, bridges, factories, supply chains or whole cities. In health, the same step could support hospital operations or public-health monitoring.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Moving from one twin to many raises re-identification and population-surveillance risks that the source does not resolve.", "sources": [ "rs-389f94d877", "rs-41ebad44c9" ], "origin": "both", "canada": null, "evidenceNote": "ITU-T has an in-force recommendation for city-scale digital twin systems, and the National Academies warn that aggregating personalised data and models is especially hard for twins because a human twin is inherently identifiable." }, { "id": "oran-digital-twin-ran", "theme": "twins", "title": "Open RAN group calls RAN twins key for 6G", "plain": "In 2024 the O-RAN Alliance's research group, with contributors including Bell Canada, NVIDIA, Ericsson and Nokia, concluded that twins of the radio network could help 6G with AI training, energy saving, planning and site-specific tuning. A US university testbed funded through that group (2025) now automates data collection and testing for network AI apps.", "sixg": "Twins let 6G's AI controllers be trained and tested on a virtual network instead of live customers.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "The report proposes use cases and gaps for future standards; the testbed is a research platform, not an operator deployment.", "sources": [ "rs-8acd510120", "rs-cb256eaf3d" ], "origin": "library", "canada": "Bell Canada (contributor to the O-RAN digital twin RAN report)" }, { "id": "rotterdam-open-urban-platform", "theme": "twins", "title": "Rotterdam builds a city-owned twin with ethics board", "plain": "Rotterdam chose to lead and co-fund its own Open Urban Platform rather than leave city data infrastructure to big tech, with a planned governance board to vet commercial uses of the data. A digital twin is meant to grow on top of it.", "sixg": null, "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "In 2023 the governance board was still to be set up and the twin was described as something that grows over time.", "sources": [ "rs-18ba980d48" ], "origin": "library", "canada": null }, { "id": "uk-gemini-principles", "theme": "twins", "title": "UK set public-good principles for national twins", "plain": "The UK's Gemini Principles (2018) set nine values for a national twin, from public good and security to openness and federation. The centre that wrote them closed in 2022.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Principles, not a working national twin.", "sources": [ "rs-8585be05e2", "rs-335a5e1e95" ], "origin": "library", "canada": null }, { "id": "6g-sensing-keeps-twins-in-sync", "theme": "twins", "title": "6G sensing could keep twins of the world updated", "plain": "Nokia Bell Labs and the North American Next G Alliance argue that 6G radios will also act like radar, sensing objects and movement, and that this data plus in-network AI could keep network, factory and city twins accurate in near real time.", "sixg": "This is the core 6G promise for twins: integrated sensing and communication, AI-native operation and low latency to feed twins live data.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "No published performance figures yet; Nokia itself notes privacy and trust solutions are needed.", "sources": [ "rs-599e0881fb", "rs-3d7303ea55", "rs-aaffa2aa0e" ], "origin": "library", "canada": null }, { "id": "transport-digital-twin-2050", "theme": "twins", "title": "A whole transport system twin is foreseen before 2050", "plain": "The IEEE paper envisions a '360 degree' digital twin of an entire country's transport, linking every vehicle, operator and city system to optimise movement of people and goods in real time. It says the tools exist to do this before 2050 if stakeholders cooperate.", "sixg": null, "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "Depends on data sharing among many competitors and authorities, which the paper notes had barely begun.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "foxconn-guadalajara-twin", "theme": "twins", "title": "Foxconn expects 30% energy cut from factory twin", "plain": "Foxconn built a twin of a new Mexican server factory to lay out lines and train robot arms and mobile robots virtually, and expects electricity use to fall over 30% a year.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "Self-reported expectation with no published baseline or method.", "sources": [ "rs-6d9dc0f2f8" ], "origin": "library", "canada": null }, { "id": "systems-of-twins-next-step", "theme": "twins", "title": "Next step: many twins linked into ecosystems", "plain": "The owner's notes predict 'systems of twins' that talk to each other, such as a building twin linked to grid and weather twins. Public bodies point the same way: the UK's plan describes a national twin as connected twins sharing data securely, and 3GPP's study includes twins nested inside twins.", "sixg": "A national or city 'twin of twins' would need dense sensing and reliable, secure data exchange that 6G aims to support.", "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Linked ecosystems are mostly plans; interoperability standards and governance are still being written.", "sources": [ "rs-8585be05e2", "rs-8fd4e39322" ], "origin": "library", "canada": null }, { "id": "ai-3gpp-ngran-ai-roadmap", "theme": "ai", "title": "3GPP adds AI predictions to how base stations cooperate", "plain": "3GPP finished AI/ML data collection and signalling between 5G base stations in late 2023 and, in Release 19, added predicted slice and coverage information. Release 20 candidates include AI for energy saving and mobility.", "sixg": "For 6G, 3GPP's RAN3 leaders describe two directions, AI for the network and the network serving AI, and flag agentic AI and cross-layer data collection as study topics.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The specs carry predictions between nodes; the AI models themselves and any savings are left to vendors and are not reported here.", "sources": [ "rs-3e85ae649b" ], "origin": "public", "canada": null }, { "id": "ai-3gpp-rel19-ai-air-interface-primary", "theme": "ai", "title": "5G-Advanced Release 19 puts AI into the radio link", "plain": "Release 19 turned a Release 18 study into specifications for AI-based beam management and positioning, plus phone-side prediction of channel conditions. A harder two-sided AI method for compressing channel feedback is still being studied in Release 20.", "sixg": "These are the first standardised AI/ML features in the air interface; 6G aims to be AI-native from the start, with model life-cycle management built in.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Standardising signalling for AI models does not prove field gains; performance depends on vendors' own models, which 3GPP does not specify.", "sources": [ "rs-7655a0e392", "rs-8613f1c035", "rs-4a39646a39" ], "origin": "public", "canada": null }, { "id": "ai-verizon-ric-energy-savings", "theme": "ai", "title": "AI controller cut Verizon cell-site energy 15% on average", "plain": "Verizon, Samsung and Qualcomm put an AI energy-saving app on a multi-vendor RAN controller in Verizon's commercial network. Field tests showed 15% average energy savings and up to 35% per sector in quiet hours, by switching parts of cells off when traffic is low.", "sixg": "Energy efficiency is a core 6G design goal; this shows AI-driven sleep modes already save power on 5G.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Figures are company-reported from field tests, not independently audited, and the 35% is a best-case per-sector number.", "sources": [ "rs-4215cb8891", "rs-b8c9fb9325" ], "origin": "public", "canada": null }, { "id": "ai-ran-alliance-growth", "theme": "ai", "title": "AI-RAN Alliance grew from 11 to 132 members", "plain": "The AI-RAN Alliance launched at MWC in February 2024 with 11 founders including NVIDIA, SoftBank, T-Mobile, Ericsson, Nokia, Samsung, Microsoft and AWS. It had 132 members by March 2026, when it showed 33 demos of AI across network layers.", "sixg": "The alliance's aim is AI-native radio networks that also run AI workloads at the edge, a central 6G theme.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Membership and demos show interest, not results; coverage of the 2026 demos reported no measured performance figures.", "sources": [ "rs-a0bedf1003", "rs-c8136cc2e5" ], "origin": "public", "canada": null }, { "id": "bell-5g-standalone-toward-6g", "theme": "ai", "title": "Bell rolls out 5G standalone as step to 6G", "plain": "Bell says its 5G+ Advanced service, built on a standalone 5G core, is rolling out across the Greater Toronto and Hamilton Area and describes it as paving the way towards 6G.", "sixg": "Standalone cores are the cloud-native base that later 6G and AI-native features build on.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This is 5G, not 6G; no Canadian carrier 6G trial was found in 2025-2026 public sources.", "sources": [ "rs-099c89c853" ], "origin": "public", "canada": "Bell Canada, Greater Toronto and Hamilton Area ON" }, { "id": "edge-fog-cloud-split", "theme": "ai", "title": "Edge and fog computing keep urgent decisions local", "plain": "Health IoT spreads processing across the device, phone, edge or fog servers and cloud, balancing delay, bandwidth, privacy, resilience and energy. The nanonetwork design likewise puts a fog layer near the body for faster local control.", "sixg": "This is where low latency matters most in the research: immediate safety functions should avoid cloud delay and keep working during network loss.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Splitting processing across layers also splits responsibility; users may not know where an inference was made.", "sources": [ "rs-a4e7f06ad3", "rs-9a5d23ed26" ], "origin": "both", "canada": null, "evidenceNote": "NIST defines fog and mist computing as moving analytics from centralised clouds into the network to address latency and scale in IoT, and an FDA-approved product already splits processing across sensor, patch, phone and web portal." }, { "id": "ai-etsi-mec-phase4", "theme": "ai", "title": "Edge-computing standards now reach small devices and developers", "plain": "ETSI's Multi-access Edge Computing group published its first Phase 4 (2024-2026) specifications in September 2025. They simplify network APIs for app developers, align with the open-source CAMARA APIs and extend edge computing to constrained and far-edge devices.", "sixg": "Edge computing near the radio is what lets XR rendering and AI inference meet tight latency budgets; 6G plans assume it.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Standards exist, but ETSI does not report how widely operators expose MEC to developers.", "sources": [ "rs-dee7898c49", "rs-d7f5b874c9" ], "origin": "public", "canada": null }, { "id": "edge-needed-for-low-latency", "theme": "ai", "title": "Low latency needs computing at the network edge", "plain": "Trials cited by the IEEE paper found that 5G only reaches low delay if data and processing move to the cell tower. A remote robot link over an ordinary network suffers hundreds of milliseconds; 4G radio adds about 50-100 ms; a well-designed 5G network can go below 50 ms; and light itself needs about 5 ms for a London-Turin round trip.", "sixg": "The same logic is behind AI-native, edge-heavy 6G designs: radio speed alone cannot beat distance, so compute must sit close to robots, cars and headsets.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Figures are 2019-era illustrations; real latency depends on the whole architecture, and physics sets a floor no generation can remove.", "sources": [ "rs-d6e397f8a1", "rs-b3e2a362f9" ], "origin": "library", "canada": null }, { "id": "ai-oran-ric-ai-specs", "theme": "ai", "title": "Open RAN specs now cover AI model management", "plain": "The O-RAN Alliance's catalogue reached 157 unique specification titles by July 2026, including APIs for training, deploying and storing AI/ML models in its RAN Intelligent Controllers and energy-saving policies such as deep hibernation. It completed Specification Release 5 in June 2026.", "sixg": "O-RAN says 6G should evolve from 5G and add AI-native capabilities rather than arrive as a brand-new box.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Specifications exist, but how many operators run third-party xApps or rApps in production is not reported by the Alliance.", "sources": [ "rs-7d4cca7c18", "rs-f94549d0a2" ], "origin": "public", "canada": null }, { "id": "ai-personal-agents", "theme": "ai", "title": "Personal AI agents that act, not just chat", "plain": "AI assistants are moving from chat to taking actions with permission, keeping memory across devices, and processing personal data on-device or in verifiable private clouds.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The research explicitly says today's avatars are not conscious; identity and continuity standards are still undefined.", "sources": [ "rs-0b7db26a8d", "rs-95074ef416" ], "origin": "library", "canada": null }, { "id": "on-device-robot-ai-avoids-network", "theme": "ai", "title": "Robot AI is also built to run offline", "plain": "In June 2025 Google DeepMind released a robotics AI model that runs on the robot itself, including on Apptronik's Apollo humanoid. The aim is quick reactions and keeping working where connectivity is poor.", "sixg": "A counterweight: designers are keeping time-critical control on the robot, so networks (5G or 6G) mainly add offload, fleet learning and coordination.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Running locally does not remove the need for networks for updates, monitoring or heavy tasks.", "sources": [ "rs-a39824ff96" ], "origin": "library", "canada": null }, { "id": "ai-softbank-aitras-gpu-mimo", "theme": "ai", "title": "SoftBank ran base-station radio processing on GPUs", "plain": "In an October 2025 outdoor trial at NVIDIA's California campus, SoftBank's AITRAS ran massive-MIMO radio processing fully in software on an NVIDIA GPU. Sending 16 data layers at once roughly tripled throughput versus a 4-layer setup.", "sixg": "GPU-based AI-RAN is pitched as hardware that can host both today's 5G and future 6G software, plus AI services, on the same servers.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Company-reported with no absolute throughput numbers or independent check; SoftBank's plan to use it commercially from 2026 is a projection.", "sources": [ "rs-8d803ae902" ], "origin": "public", "canada": null }, { "id": "virtual-sensors-estimate", "theme": "ai", "title": "Software sensors estimate, they do not measure", "plain": "A virtual sensor is software that estimates a quantity such as stress, sleep or risk from other readings. Apps often show only the final label.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Interfaces should separate measured values from calculated estimates, predictions and clinician-confirmed findings.", "sources": [ "rs-f8c3786ad6", "rs-e05a296b46" ], "origin": "both", "canada": null, "evidenceNote": "Soft (virtual) sensors are established software that estimate unmeasured quantities from other readings, and a systematic review shows wearable 'stress' is inferred from heart-rate, HRV and skin-conductance proxies, with cortisol as the gold standard and weak generalisation." }, { "id": "vr-trains-robots", "theme": "ai", "title": "Virtual worlds train robots and self-driving cars", "plain": "VR and simulation spaces are being used to train the AI inside robots, drones and autonomous vehicles before they meet the real world. Persistent simulated worlds could also test whole city designs.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Simulation-trained systems still need real-world validation; the city-simulation idea was a proposal.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "3gpp-6g-architecture-ai-agents", "theme": "ai", "title": "6G architecture study covers AI agents and computing", "plain": "3GPP's 6G architecture study, approved June 2025, has tasks beyond connectivity: AI, sensing, data frameworks and computing. It treats AI agents, software that acts toward goals for someone, as network users.", "sixg": "The network shifts from a data pipe to a producer and consumer of data, offering compute as a service.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "A study; what reaches the Release 21 standard is still being decided.", "sources": [ "rs-ebd9f8f739" ], "origin": "public", "canada": null }, { "id": "itu-ai-and-communication", "theme": "ai", "title": "6G network would train and run AI itself", "plain": "ITU's AI-and-communication scenario has the network collect data, train AI models across many sites, share them and run them close to users, for uses from medical-assistance devices to digital-twin predictions.", "sixg": "New capability: distributed learning, AI computing, model inference and orchestration of compute inside IMT-2030.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "ITU sets no numeric AI targets; who controls data and models is unresolved.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "adaptive-models-drift", "theme": "ai", "title": "Adaptive systems and models drift after release", "plain": "Learning systems can change after they ship, and people change too through illness, age or recovery. Models then drift and need recalibration, retraining or a pause on automated action.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "Adaptation within a fixed design is not open-ended self-evolution.", "sources": [ "rs-cd1b85f34b", "rs-b233a84831" ], "origin": "both", "canada": null, "evidenceNote": "FDA now has a final framework for pre-authorised model changes and recommends postmarket monitoring for performance change in AI devices, showing regulators treat post-release drift as a real risk, though no specific drift incident was sourced here." }, { "id": "ai-itu-fg-ai-native-networks", "theme": "ai", "title": "ITU group is defining what AI-native networks mean", "plain": "ITU-T Study Group 13 set up a focus group on AI-native telecom networks in July 2024. It works on definitions, use cases, architecture and proof-of-concept 'build-a-thons', and was still meeting in July 2026.", "sixg": "Defines the vocabulary and architecture for AI-native networks that IMT-2030 (6G) lists as a core scenario.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "No final focus-group reports were found published; its outputs would be pre-standards.", "sources": [ "rs-ec3a668eae", "rs-b867531647" ], "origin": "public", "canada": null }, { "id": "devices-become-network-nodes", "theme": "ai", "title": "Robots and phones become decision-making network nodes", "plain": "The IEEE paper expects telecom control to shift to massively distributed systems in which phones, cars and robots negotiate their own network resources. Software-defined networks and virtualised functions already make networks largely software-run.", "sixg": "Anticipates the AI-native, self-organising network idea later attached to 6G; 5G session control at the device was seen as the first step.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "An architectural direction, not a described deployment; security and accountability of such autonomous agents are open questions.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "sw-ai-data-centre-fast-track", "theme": "ai", "title": "US plan fast-tracks permits for AI data centres", "plain": "The July 2025 US AI Action Plan recommends faster environmental permitting for data centres and opening federal land for them and their power plants, to speed up the computing that AI needs.", "sixg": null, "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "These are recommended actions in a plan, not a count of built sites; the homelessness order she pairs it with does not mention data centres.", "sources": [ "rs-5606faa7cf" ], "origin": "library", "canada": null }, { "id": "ai-delloro-ai-ran-forecast", "theme": "ai", "title": "Analysts expect AI-RAN to replace spending, not grow it", "plain": "Dell'Oro forecasts about $35 billion of AI-RAN revenue over 2026-2030 and expects AI-RAN to be roughly a third of the RAN market by 2029. It says total RAN spending stays flat (about $160 billion over 2025-2029) and near-term AI-RAN is mostly non-GPU.", "sixg": "Suggests AI-native radio arrives through 5G-Advanced upgrades before 6G, within flat operator budgets.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "Analyst forecasts based on assumptions; they are revenue estimates, not evidence of performance gains.", "sources": [ "rs-5003383d14", "rs-73a5098fb9", "rs-4db23e75f3" ], "origin": "public", "canada": null }, { "id": "iot-swarms-emergent-intelligence", "theme": "ai", "title": "Billions of linked devices may show swarm-like intelligence", "plain": "The paper predicts that once enough IoT devices are connected, AI could steer clusters of them so they behave like a flock or swarm, with abilities none has alone. It expected this to emerge in the 2020s with 5G as the communication fabric.", "sixg": "Device density and coordination at scale are among the stated goals of next-generation networks.", "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "The authors note few studies exist and no threshold for such emergent behaviour is known.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "distributed-decision-points", "theme": "ai", "title": "Body and IoT devices may form distributed decisions", "plain": "The IEEE white paper projects that body-area and IoT devices may talk to each other, share decisions and eventually show emergent intelligence. Today this mostly means a chain: a sensor detects, a controller decides, a cloud model scores, a clinician acts.", "sixg": "Implies dense device-to-device communication, but the research does not tie it to any network generation.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "This does not mean body networks form collective minds; emergence is not consciousness. The white paper does name 5G as an enabling fabric for IoT clusters.", "sources": [ "rs-8fe52e5c1c" ], "origin": "both", "canada": null, "evidenceNote": "The IEEE SAS white paper projects that IoT products will talk through body-area networks and later form distributed decision points with emergent intelligence, a forecast with no demonstration." }, { "id": "ai-acceleration-forecasts", "theme": "ai", "title": "Forecasters expect big AI capability jumps before 2030", "plain": "Forethought research summarised in the research expects major AI capability gains before 2030, with automated AI research possibly compressing scientific progress, limited by chips, energy and supply chains.", "sixg": null, "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "The research rates its own confidence as medium; speed and governance outcomes are highly uncertain.", "sources": [ "rs-bb9198ef73" ], "origin": "library", "canada": null }, { "id": "ai-nvidia-nokia-ai-ran-6g", "theme": "ai", "title": "NVIDIA invests $1 billion in Nokia for AI-RAN", "plain": "In October 2025 NVIDIA agreed to invest $1 billion in Nokia, which will add NVIDIA-based AI-RAN products; T-Mobile US planned field trials starting in 2026. The companies claim operators could move from 5G-Advanced to 6G by software upgrade.", "sixg": "Positions GPU computing at cell sites as the base for AI-native 6G that combines connectivity, computing and sensing.", "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "Products were described as when-and-if available, and no T-Mobile trial results had been published as of this research.", "sources": [ "rs-a73db92e24" ], "origin": "public", "canada": null }, { "id": "ai-telus-samsung-ric-canada", "theme": "ai", "title": "TELUS plans Canada's first commercial AI RAN controller", "plain": "TELUS and Samsung announced in September 2025 that they would deploy Canada's first commercial RAN Intelligent Controller, including an AI energy-saving manager that predicts traffic and switches power-saving features on automatically.", "sixg": "Part of the AI-native network shift that 6G is expected to build in from day one.", "evidence": "projection", "when": "2026-2028", "whenText": "2026-2028", "limits": "Benefits were stated as expectations; no measured TELUS energy or performance results had been published as of this research.", "sources": [ "rs-f74eb0d010", "rs-76743c09f9" ], "origin": "public", "canada": "TELUS (Canada)" }, { "id": "limits-above-300ghz-laser-rules", "theme": "governance", "title": "Above 300 GHz, ICNIRP laser rules apply", "plain": "It is not true that nothing covers frequencies above 300 GHz: ICNIRP's 2013 laser guidelines cover wavelengths from 180 nm to 1 mm, which includes terahertz. Reviewers note these optical limits allow 20-100 times more intensity than the radio limits just below 300 GHz.", "sixg": "Any true-THz 6G-era device would fall under laser-style optical rules that were not written for telecom.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The mismatch at 300 GHz is a real gap in consistency, flagged by THz researchers, not evidence of harm.", "sources": [ "rs-af7cb8d43b", "rs-9159333654" ], "origin": "library", "canada": null }, { "id": "gov-neurorights-laws", "theme": "governance", "title": "Brain data is getting its own privacy laws", "plain": "Chile put mental privacy into its constitution in 2021, and by 2025 Colorado, California and Montana limited how consumer devices collect brain data. An audit found 29 of 30 neurotech products took brain data with almost no limits.", "sixg": "As brain and body data move over wireless networks, the research treats neural data as sensitive health data needing consent, deletion rights and on-device processing.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Laws exist in only a few places and company privacy promises are unverified; one hopeful sign is that today's fMRI decoder stopped working when people deliberately thought of other things.", "sources": [ "rs-11421f289a" ], "origin": "library", "canada": null }, { "id": "limits-canada-safety-code-6", "theme": "governance", "title": "Canada's Safety Code 6 covers 3 kHz-300 GHz", "plain": "Health Canada's Safety Code 6 (2015) sets exposure limits from 3 kHz to 300 GHz, with safety margins, and above 6 GHz switches to power density because skin and cornea absorb the energy. ISED requires towers and devices, including 5G, to comply.", "sixg": "Canadian 6G gear will have to meet the same code.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Health Canada says there is no evidence of risk below the limits; it reviews the code periodically and it was last updated in 2015.", "sources": [ "rs-093d1a63a3", "rs-db1bac0164" ], "origin": "library", "canada": "Health Canada; ISED" }, { "id": "sw-cheney-icd-wireless-disabled", "theme": "governance", "title": "Cheney's defibrillator had its wireless function disabled in 2007", "plain": "When former US Vice President Dick Cheney's implanted defibrillator was replaced in 2007, his cardiologist had its wireless function switched off because of a hacking fear, as he later told 60 Minutes.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "It was a precaution for one high-profile patient and shows the security concern about wireless implants, not that implants are being attacked or controlled in general.", "sources": [ "rs-3d0449747b" ], "origin": "library", "canada": null }, { "id": "city-twin-skills-lockin", "theme": "governance", "title": "City twins stall on skills, budgets and vendor lock-in", "plain": "An EU guide (2025) lists recurring barriers: limited budgets, missing skills, poor data and departments not sharing. In the Slovenian city Novo mesto, vendors resisted sharing data and some wanted to sell public data back to the city.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Based on case experience, not a systematic survey.", "sources": [ "rs-c0b93020fd" ], "origin": "library", "canada": null }, { "id": "ethics-standards-autonomy-xr", "theme": "governance", "title": "Ethics standards exist; deepfakes threaten mixed reality", "plain": "IEEE created its P7000 series of standards on ethics in autonomous systems. The same paper warns that as mixed reality becomes realistic, deepfakes could mislead, and proposes ways to authenticate where and when images were captured.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The standards exist; the authentication proposal (for example with distributed ledgers) is not deployed.", "sources": [ "rs-d6e397f8a1", "rs-bd00e1ce60" ], "origin": "library", "canada": null }, { "id": "sw-gov-phone-tracking-cell-simulators", "theme": "governance", "title": "Fake cell towers and telecom signals can locate phones", "plain": "Devices called cell-site simulators pretend to be phone towers so nearby phones connect to them, revealing their location and ID numbers. A 2025 investigation also showed a commercial service locating phones through the old SS7 signalling system that carriers use.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This tracks phones and SIM cards, not bodies, and how often such tools are used against ordinary people is poorly documented.", "sources": [ "rs-e695cbb74d", "rs-18b55b70ac" ], "origin": "library", "canada": null }, { "id": "standards-sc41-sc43", "theme": "governance", "title": "Formal standards committees cover IoT, twins and BCIs", "plain": "A 2023 standards presentation places IoT and digital twins under ISO/IEC JTC 1/SC 41 and brain-computer interfaces under ISO/IEC JTC 1/SC 43, so BCI is now a formal standards field.", "sixg": "SC 41's IoT and digital-twin work links sensors, actuators, cloud and fog computing, AI and cybersecurity into one stack, the same stack next-generation networks would carry.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "SC 43 covers only the information-technology side of BCIs and explicitly excludes human implants and medical applications; its foundational standards are mostly still in development (one project published by the 2025 business plan), so there is no single universal BCI standard.", "sources": [ "rs-22234dafae", "rs-ccf7b240c0", "rs-8d662d498e" ], "origin": "both", "canada": null, "evidenceNote": "JTC 1 pages confirm SC 43 exists for brain-computer interfaces, with vocabulary (ISO/IEC 8663) and reference-architecture (ISO/IEC 27572) projects under way, and SC 41 has published a digital-twin terminology standard (ISO/IEC 30173:2023)." }, { "id": "gov-ai-governance-frameworks", "theme": "governance", "title": "Global AI rules from UNESCO, OECD and EU", "plain": "UNESCO's 2021 AI ethics recommendation, the OECD AI principles and the EU AI Act set baseline expectations, and the EU act bans certain manipulative systems and limits biometric uses.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "These frameworks were written mainly for AI in general, not for brain or body interfaces specifically.", "sources": [ "rs-95074ef416", "rs-0b7db26a8d", "rs-40bdc44a19" ], "origin": "library", "canada": null }, { "id": "sas-cybersecurity-physical", "theme": "governance", "title": "Hacked autonomous systems can cause physical harm", "plain": "Most IoT devices ship with weak software and settings; the Mirai botnet hijacked cameras and baby monitors. The IEEE paper warns that attacks on autonomous systems spill into the physical world and that only autonomous, learning defences can keep pace.", "sixg": "More connected devices and robots (a 6G goal) enlarge the attack surface.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Mirai is documented; fully autonomous defence systems are a proposal.", "sources": [ "rs-d6e397f8a1" ], "origin": "library", "canada": null }, { "id": "neo-remote-expert-privacy", "theme": "governance", "title": "Home robots may let remote staff see inside homes", "plain": "1X says NEO works on its own by default, but for chores it does not know, a company expert can remotely supervise it at scheduled times. Owners can also pilot it by app or VR headset.", "sixg": "Remote piloting over home broadband or 5G is a real network use case, and it raises privacy and security stakes.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "This is the company's stated design; how data and camera feeds are handled was not clear from its public page.", "sources": [ "rs-c37ed8f274", "rs-b76fb338f9" ], "origin": "library", "canada": null }, { "id": "sw-biometric-id-body-not-brain", "theme": "governance", "title": "ID systems store faces, fingerprints, irises and DNA", "plain": "Government identity systems already rely on body data: US federal ID cards follow NIST rules for fingerprint, iris and face images, forensic DNA databases use STR markers that pin down identity, and ICAO's 2025 passport standard builds on the same biometric formats.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "None of these standards or databases records brain or neural signals; the link to neural monitoring is not shown by the cited sources.", "sources": [ "rs-248762b42e", "rs-68c69a5fa4", "rs-e7de294f26" ], "origin": "library", "canada": null }, { "id": "sw-yt-barnaby-jack-black-hat", "theme": "governance", "title": "Implant-hacking talk was due at Black Hat 2013", "plain": "Security researcher Barnaby Jack was scheduled to give a Black Hat talk on hacking pacemakers and similar implants in July 2013. Reports name Black Hat, not DEF CON, as the conference.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "The reports show a scheduled talk on implanted-device security, not that a human body is easier to hack than a car.", "sources": [ "rs-b6905de4ef" ], "origin": "library", "canada": null }, { "id": "implant-continuity-company-closure", "theme": "governance", "title": "Implants may outlive the companies that support them", "plain": "An implanted or deeply integrated device can depend on its maker for repairs, updates and servers. This has already happened: Argus II retinal-implant users lost support after their maker's financial collapse, and a brain-implant trial participant had her device removed after the company folded.", "sixg": null, "evidence": "demonstrated", "when": "unknown", "whenText": "unknown", "limits": "Documented cases are few and come from press investigations; no comprehensive right-to-repair or device-continuity framework exists, and FDA's cybersecurity rules cover patch planning, not what happens when a maker closes.", "sources": [ "rs-b01a25a635", "rs-bf00e08355", "rs-bae4e1d5f4" ], "origin": "both", "canada": null, "relabelled": { "from": "proposed", "to": "demonstrated", "why": "Upgraded: investigative reporting documents more than 350 Argus II retinal-implant users left without support after Second Sight's collapse and a NeuroVista trial implant removed after the maker folded, while FDA now requires cyber-device makers to plan postmarket patching." }, "evidenceNote": "Upgraded: investigative reporting documents more than 350 Argus II retinal-implant users left without support after Second Sight's collapse and a NeuroVista trial implant removed after the maker folded, while FDA now requires cyber-device makers to plan postmarket patching." }, { "id": "limits-icnirp-2020", "theme": "governance", "title": "International limits cover up to 300 GHz", "plain": "ICNIRP's 2020 guidelines cover 100 kHz to 300 GHz. Above 6 GHz they limit power absorbed per area of skin: for the public, 20 W per square metre over 4 cm2, which is 10 times below the level that warms skin by about 5 C, with tighter 1 cm2 checks above 30 GHz.", "sixg": "6G mid-bands and mmWave fall inside these rules, as would sub-THz up to 300 GHz.", "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Limits protect against heating; critics argue they ignore possible non-thermal effects, which ICNIRP says are unsubstantiated.", "sources": [ "rs-55f8711027", "rs-edf058b645" ], "origin": "library", "canada": null }, { "id": "hyper-persuasion-platforms", "theme": "governance", "title": "Platforms personalise persuasion using behaviour data", "plain": "Digital platforms test, sequence and time messages for each person based on what they click, watch and share. A large published social-media experiment showed small, measurable shifts in users' emotional tone.", "sixg": null, "evidence": "demonstrated", "when": "now", "whenText": "now", "limits": "Average influence across a population is not total control of any individual mind.", "sources": [ "rs-6634fa77d4" ], "origin": "library", "canada": null }, { "id": "3gpp-6g-security-post-quantum", "theme": "governance", "title": "6G security studies include quantum-safe encryption", "plain": "3GPP Release 20 runs studies on security for the 6G system and on moving to post-quantum cryptography, encryption designed to resist future quantum computers.", "sixg": "Security designed in from the first 6G release.", "evidence": "proposed", "when": "2028-2030", "whenText": "2028-2030", "limits": "Studies in progress; outcomes and timing for deployment are not set.", "sources": [ "rs-0effd80df4" ], "origin": "public", "canada": null }, { "id": "sw-isac-bystander-consent", "theme": "governance", "title": "6G sensing papers call bystander consent a hard problem", "plain": "Research on 6G network-as-radar says people who carry no device can still be sensed, and several papers call consent and legal basis a major open problem. They propose transparency, purpose limits and authorisation rather than saying sensing is already deployed on people.", "sixg": "Integrated sensing and communication lets the network sense people and objects, including those with no phone, which is what raises the consent question.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "These are proposals and position papers about future systems; none opened shows consent has been legally ruled impossible or that such sensing is already running on the public.", "sources": [ "rs-9877e3f3a5", "rs-d60cc87722", "rs-05d9b90d26", "rs-64114a2616" ], "origin": "library", "canada": null }, { "id": "embedded-sensor-uniforms", "theme": "governance", "title": "Career-long sensor uniforms are envisioned, not deployed", "plain": "The quantified-soldier chapter imagines uniforms with embedded sensors assessing personnel continuously through a career, so technology can adapt to each person.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Personal health monitoring of soldiers is being researched and piloted, but no universal or career-long deployment is documented, and the ethics review notes unresolved questions about who controls the data and what happens when a reading conflicts with orders.", "sources": [ "rs-d54cf7973c", "rs-7065b00ffe" ], "origin": "both", "canada": null, "evidenceNote": "Public sources show soldier health-monitoring wearables being studied and debated (control of data, conflicts with orders) and defence planners forecasting wearables, but no documented career-long embedded-sensor uniform programme." }, { "id": "component-to-system-rule", "theme": "governance", "title": "Check every layer before believing a system claim", "plain": "Proof that one part exists, such as a physical effect or a device type, does not prove a full working system. The research checks power, range, calibration, identity, validation and deployment one by one.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "This method does not declare claims impossible; it states what evidence each layer would need (as readiness scales do) and revises when stronger evidence appears.", "sources": [ "rs-36ee448013", "rs-eaf7682361" ], "origin": "both", "canada": null, "evidenceNote": "This is a method, not an empirical claim; it mirrors the GAO readiness scale, which separates component validation in a lab from demonstration of a full system in its operating environment, and the NIH work shows a system-level hypothesis tested against measurable outcomes." }, { "id": "consent-covers-inference-identity", "theme": "governance", "title": "Consent must cover inferences, not just hardware", "plain": "Body data can reveal routines, health changes and identity, and bodily patterns used as passwords cannot be changed if leaked. Real consent should cover what is inferred, who receives it, retention, model training and how to withdraw.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "The research does not endorse any specific physiological authentication method; standards address template protection, not whether body-based passwords are wise.", "sources": [ "rs-e8675bc4d1", "rs-8beefd901c", "rs-89b3afae4a" ], "origin": "both", "canada": null, "evidenceNote": "Legal scholarship argues existing data law under-protects high-risk inferences, ISO/IEC 24745 requires renewable and revocable protected biometric references precisely because raw traits cannot be reissued, and Colorado now treats neural and biological data as sensitive; consent covering inferences is still a proposal." }, { "id": "lifecycle-consent-and-exit", "theme": "governance", "title": "Consent, maintenance and exit must last the device's life", "plain": "Users learn their devices, so a learned BCI or prosthesis becomes part of their abilities. Consent should be renewed when purpose, data use, models or actuation change, and users need repair, updates, exportable calibration, migration paths and funded removal.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These are recommended safeguards, not current law or practice; the documented cases come from investigative press, not regulators.", "sources": [ "rs-bf00e08355", "rs-b01a25a635", "rs-b694a6fef2" ], "origin": "both", "canada": null, "evidenceNote": "The safeguards are recommendations, but documented cases (a NeuroVista trial participant explanted against her wishes after the company folded; Argus II users losing support) show the gap they address, and psychological continuity is a proposed right in the literature." }, { "id": "gov-cognitive-warfare-doctrine", "theme": "governance", "title": "Defence planners now treat the mind as a domain", "plain": "NATO publications discuss 'cognitive warfare', treating human perception and decision-making as a contested domain, and a 2023 U.S. defence strategy covers operations in the information environment.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "These documents concern influence, information and decision speed; they do not describe covert technical mind control.", "sources": [ "rs-ab92a8ad54" ], "origin": "library", "canada": null }, { "id": "governance-dsk-isac-position-paper", "theme": "governance", "title": "German privacy regulators call network sensing invisible surveillance", "plain": "In June 2026, Germany's federal and state data protection authorities said Wi-Fi and 6G sensing could monitor public and private spaces at scale, likening it to unnoticeable video surveillance that can also see past walls. They say consent will not work for bystanders and call for lawmakers to regulate it and build privacy into the standards.", "sixg": "Directly about 6G and Wi-Fi sensing (ISAC); argues the rules must be set while 6G standards are being written.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A regulator's position paper, not law; it notes privacy techniques exist but are not yet part of the Wi-Fi or 6G standards.", "sources": [ "rs-8d04bae8ef" ], "origin": "public", "canada": null }, { "id": "twin-cybersecurity-risks", "theme": "governance", "title": "Hacking a twin can mean controlling the real thing", "plain": "US standards agency NIST (2025) lists new risks: twins pull many sensors into one place, so breaking into the twin exposes everything, and an attacker could fake what operators see or control the real object remotely.", "sixg": "6G-linked twins controlling machines or city systems would inherit these risks at larger scale.", "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A guidance report, not a record of real attacks; it says the list is not exhaustive.", "sources": [ "rs-1aa56dd479", "rs-e915ba8011" ], "origin": "library", "canada": null }, { "id": "gov-biosignal-ownership-security", "theme": "governance", "title": "Heartbeats and breath become data to secure and sell", "plain": "When body signals stream continuously, they can be used as passwords, logged on blockchains to prove they were not tampered with, or traded for crypto rewards, raising questions of ownership and resale.", "sixg": null, "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "Most of these are proposals or niche apps; the research notes regulators are only starting to treat biosignals as personal data.", "sources": [ "rs-827155b46b" ], "origin": "library", "canada": null }, { "id": "sw-military-leo-mesh-milnet", "theme": "governance", "title": "Military satellite mesh networks are for communications", "plain": "The US Space Force contracted SpaceX in 2025 for MILNET, a planned constellation of 480-plus low-orbit satellites for military communications that would mesh with commercial satellites. Separately, the Army is buying new intelligence-gathering aircraft (HADES) for overseas commanders.", "sixg": "Shows the same mixed satellite-and-ground 'mesh' idea that 6G non-terrestrial networks plan, used here for military data links.", "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "The sources describe communications and overseas military intelligence; they do not show persistent surveillance of civilians.", "sources": [ "rs-07f1752900", "rs-c7ccfdbc75" ], "origin": "library", "canada": null }, { "id": "mental-privacy-cognitive-liberty", "theme": "governance", "title": "Neuro-rights are an active field, not settled law", "plain": "Mental privacy, cognitive liberty and psychological continuity are proposed protections covering both raw neural data and what models infer from it, including the freedom to use or refuse neural tools.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "Neuro-rights are partly codified (Chile's constitution, UNESCO's non-binding 2025 Recommendation) but nowhere form a complete binding regime, and scholars still debate whether new rights are needed or existing rights to privacy, bodily integrity and freedom of thought suffice.", "sources": [ "rs-b694a6fef2", "rs-ec8053f597", "rs-1cead5b013" ], "origin": "both", "canada": null, "evidenceNote": "Cognitive liberty, mental privacy, mental integrity and psychological continuity were proposed as rights in 2017; since then Chile amended its constitution (2021) and its Supreme Court ordered Emotiv to delete a user's brain data (2023), and UNESCO member states adopted a non-binding Recommendation in November 2025, so protection is partial, not settled." }, { "id": "twin-rights-partly-unmodelled", "theme": "governance", "title": "People should be able to inspect and limit twins", "plain": "The research argues a person should know a twin of them exists, inspect and challenge it, see who used it and refuse secondary uses, and should not have to be fully modelled to receive care.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "No formal right to remain unmodelled exists in the public sources; this is an argument in the ethics literature and in this research.", "sources": [ "rs-8e1c31c8fd", "rs-838eb3923d", "rs-126161abb0" ], "origin": "both", "canada": null, "evidenceNote": "Medical-ethics literature argues people should keep control of their twin through dynamic consent and debates whether everyone can or should be represented; no source shows these as enforceable rights." }, { "id": "avatar-provenance-consent", "theme": "governance", "title": "Personal avatars need provenance and consent rules", "plain": "An interactive memorial should label what was recorded, inferred or generated, and follow the person's choices about purpose, embodiment, commercial use, copying and retirement.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These are research recommendations; only general AI-labelling duties are law (EU, from August 2026), and no source provides clinical evidence about effects on grief.", "sources": [ "rs-30b05e5454", "rs-2515882a8f" ], "origin": "both", "canada": null, "evidenceNote": "Cambridge researchers recommend transparency, consent from the person modelled and ways to retire such bots; the EU AI Act's Article 50 (applying from August 2026) requires disclosure of AI interaction and marking of synthetic content, which covers labelling but not the person's posthumous choices." }, { "id": "function-creep-biosurveillance", "theme": "governance", "title": "Purpose limits on body data need real enforcement", "plain": "Data gathered for care or safety tends to drift into productivity scoring, discipline, insurance or advertising, and emergency biosurveillance can outlive the emergency. The research says rights only bite with regulators, audit trails and procurement contracts that demand fallback, interoperability and long-term support.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These are risk patterns and recommendations; public sources document at least one emergency-data repurposing case (Singapore 2021) but this research does not measure how common misuse is or regulator capacity.", "sources": [ "rs-9bada2e10d", "rs-4aca7b4c2d" ], "origin": "both", "canada": null, "evidenceNote": "The enforcement recommendations are proposals, but Singapore is a documented case of the pattern: TraceTogether data promised for contact tracing was found accessible to police (used once in a murder inquiry), and only then did legislation limit it to serious offences." }, { "id": "itu-overarching-aspects-security", "theme": "governance", "title": "Security and resilience are built-in 6G principles", "plain": "ITU makes sustainability, security and resilience, connecting the unconnected and built-in intelligence design principles for every 6G scenario, covering attacks such as hacking and denial of service and keeping service up during disasters.", "sixg": "Security and resilience become a formal capability, not an add-on.", "evidence": "proposed", "when": "2030s", "whenText": "2030s", "limits": "Principles, not measurable targets; they do not address neural data or bodily-safety rules.", "sources": [ "rs-aaffa2aa0e" ], "origin": "public", "canada": null }, { "id": "sensor-governance-chain", "theme": "governance", "title": "Sensor-rich places are governed at many points", "plain": "Who can see what depends on device specs, placement, sampling, firmware, gateways, platforms, models and institutions. A sensor built for safety can later be used for scoring workers or assessing risk.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "The public sources give purpose-limitation rules for specific settings, not a full policy framework for large-scale sensing.", "sources": [ "rs-ca6657b84f", "rs-9bada2e10d" ], "origin": "both", "canada": null, "evidenceNote": "The UK regulator's worker-monitoring guidance says data gathered for security should not be reused for, e.g., attendance tracking unless compatible, recognising the safety-to-scoring drift this finding describes; the multi-point governance model itself is the research's framing." }, { "id": "military-consent-under-hierarchy", "theme": "governance", "title": "Soldiers cannot freely refuse enhancement", "plain": "Military hierarchy and mission pressure mean even an offer of enhancement can be coercive. The military volume calls for necessity, proportionality, fairness, protected refusal and lifelong duty of care.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "Consent is not impossible in the military, but there are documented cases where it was waived or compelled, so a signature alone does not prove it was voluntary.", "sources": [ "rs-eea5dad6ee", "rs-4d0588644a", "rs-7065b00ffe" ], "origin": "both", "canada": null, "evidenceNote": "The safeguards are proposals, but history shows the problem is real: FDA waived informed consent for Gulf War troops (pyridostigmine bromide, botulinum toxoid) in 1990-91, and a US court enjoined compulsory anthrax vaccination without consent in 2003-2005." }, { "id": "sw-2019-ai-plan-trustworthiness-goals", "theme": "governance", "title": "The 2019 AI plan sets trust research goals", "plain": "The 2019 national AI research plan calls for work on safe, reliable and explainable systems. It is an NSTC report; NIST published a separate standards-engagement plan.", "sixg": null, "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "These research and standards objectives do not certify that AI systems are trustworthy.", "sources": [ "rs-91192902cb", "rs-91dabb99f4", "rs-02c8163334" ], "origin": "library", "canada": null }, { "id": "twin-privacy-cost-equity", "theme": "governance", "title": "Twins raise privacy, bias and cost worries", "plain": "The US Government Accountability Office (2023) warns twins of people and cities raise questions about who owns the data and about biased models, and that high upfront costs could leave poorer cities behind.", "sixg": null, "evidence": "proposed", "when": "now", "whenText": "now", "limits": "A short tech assessment that raises policy questions; it does not measure harms.", "sources": [ "rs-6120f73e29" ], "origin": "library", "canada": null }, { "id": "sw-gov-private-cyber-operations-2026", "theme": "governance", "title": "US lets vetted firms run cyber operations", "plain": "An August 2026 White House memorandum sets up a programme in which approved US companies, under Justice and Homeland Security oversight, may spy on and disrupt the computer systems of foreign criminal groups. Each operation needs written federal approval.", "sixg": null, "evidence": "proposed", "when": "2026-2028", "whenText": "2026-2028", "limits": "The memo directs a programme to be set up and bars operations likely to cause death or injury; it says nothing about cognitive warfare, biological data or body networks.", "sources": [ "rs-1bff119005" ], "origin": "library", "canada": null }, { "id": "limits-fcc-stops-at-100ghz", "theme": "governance", "title": "US limits stop at 100 GHz, extension proposed", "plain": "FCC exposure limits are specified up to 100 GHz (SAR of 1.6 W/kg for phones). In 2019 the FCC kept its limits and proposed extending them up to 3 THz, plus a localised limit above 6 GHz, reasoning that penetration keeps shrinking with frequency.", "sixg": "Shows regulators expect the same heating-based rules to apply to sub-THz 6G.", "evidence": "proposed", "when": "unknown", "whenText": "unknown", "limits": "We did not find a final FCC rule adopting the 3 THz extension.", "sources": [ "rs-98ace91f11", "rs-f659d9d6f7" ], "origin": "library", "canada": null }, { "id": "sw-internet-of-behaviors-forecast", "theme": "governance", "title": "'Internet of Behaviors' is mainly an advertising-data forecast", "plain": "'Internet of Behaviors' is an industry label for using people's data to model and influence behaviour. One market report forecasts it growing from about $369 billion in 2022 to about $2 trillion by 2030, driven mostly by marketing and advertising.", "sixg": null, "evidence": "projection", "when": "2028-2030", "whenText": "2028-2030", "limits": "A paid market forecast, not measured spending; it does not mention brain data or buying neuromodulation.", "sources": [ "rs-32e3c0f3ce" ], "origin": "library", "canada": null }, { "id": "ai-drone-weapon-risks", "theme": "governance", "title": "AI-driven drone armies raise power-concentration fears", "plain": "The Forethought paper warns that cheap drone swarms favour attack over defence, that insect-sized lethal drones could be built secretly, and that an automated military could entrench a dictator. It notes norms on autonomous weapons are being set now.", "sixg": null, "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "Risk scenarios, not evidence of existing programmes.", "sources": [ "rs-8fd0f59ab7" ], "origin": "library", "canada": null }, { "id": "jobs-claims-100-million", "theme": "governance", "title": "Claim: AI and robots could erase 100M US jobs", "plain": "A note the owner saved in October 2025 records a US Senate minority staff warning that AI and robotics could eliminate up to about 100 million US jobs within ten years. A separate saved OECD-based note stresses most 'at-risk' jobs change rather than vanish.", "sixg": null, "evidence": "projection", "when": "2030s", "whenText": "2030s", "limits": "A political worst-case estimate; the research's own job-loss research finds no aggregate employment collapse in early Canadian data.", "sources": [ "rs-9b70d57c14" ], "origin": "library", "canada": null }, { "id": "neuroprosthetic-biohacking-risk", "theme": "governance", "title": "Implanted neuroprosthetics could be biohacked", "plain": "The IEEE white paper warns that weak security could let attackers access or alter implanted neural devices and the data they handle.", "sixg": "Risk grows as implants connect to external networks; the paper treats this as a reason for security-by-design, signed updates and safe local fallback.", "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "A projected risk, backed by demonstrated vulnerabilities in other implanted devices, not evidence that arbitrary implanted brains are accessible today; FDA now requires cyber devices to plan for vulnerability monitoring and patching.", "sources": [ "rs-a002726017", "rs-b4a0bbf8df", "rs-bae4e1d5f4" ], "origin": "both", "canada": null, "evidenceNote": "A peer-reviewed neurosurgery review sets out hypothetical attacks on deep-brain stimulators, and real implanted cardiac pacemakers needed a 2017 firmware recall for exploitable wireless flaws, but no public report shows a malicious attack on a neural implant; the 2017 IEEE white paper itself could not be located publicly." }, { "id": "symbiosis-divide", "theme": "governance", "title": "Invisible brain-web links could widen inequality", "plain": "The 2017 IEEE paper warns that people with seamless brain-to-internet links would gain far more advantage than smartphone users do today, deepening the gap between haves and have-nots. It also asks who is accountable when a human-machine 'superorganism' acts.", "sixg": null, "evidence": "projection", "when": "2040+", "whenText": "2040+", "limits": "An ethical warning about a speculative future, not an observed effect.", "sources": [ "rs-96b50d7310" ], "origin": "library", "canada": null, "evidenceNote": "The only link is to the IEEE portal; the 2017 paper itself could not be opened to check this summary." }, { "id": "enhancement-pressure-divide", "theme": "governance", "title": "Voluntary enhancement can become compulsory", "plain": "If augmented workers, students or soldiers outperform others, refusing enhancement can cost jobs or status, and those who cannot pay risk becoming an underclass.", "sixg": null, "evidence": "projection", "when": "unknown", "whenText": "unknown", "limits": "These are ethical and strategic forecasts, not documented outcomes.", "sources": [ "rs-7065b00ffe", "rs-290aa6ecfb" ], "origin": "both", "canada": null, "evidenceNote": "Defence planners frame augmentation as a competitive race and the Morningside Group lists augmentation and widening inequality among four ethical priorities; both are forecasts, not documented outcomes." }, { "id": "sw-biofield-empathic-link-claim", "theme": "governance", "title": "'Biofields link people for empathy and healing' (claim)", "plain": "Bodies do give off measurable electrical, magnetic and extremely faint light signals. But the cited sources do not show empathy or healing passing between people through a biofield, and a review of non-contact healing practices says the mechanisms are unknown.", "sixg": null, "evidence": "contested", "when": "unknown", "whenText": "unknown", "limits": "Measurable body signals (ECG, EEG, faint light from metabolism) are real, but nothing here shows a body-to-body link with network-like bandwidth or duplex modes.", "sources": [ "rs-04b7478d38", "rs-2efb1e4d6c" ], "origin": "library", "canada": null }, { "id": "claim-thz-dna-resonance", "theme": "governance", "title": "'THz can unzip DNA by resonance' (claim)", "plain": "A 2010 physics model by Alexandrov and colleagues suggested a specific THz field might enhance DNA 'breathing' (local strand opening). A 2011 follow-up model found those effects vanish under realistic physical conditions; the original group later reported gene changes in mouse stem cells under THz lasers.", "sixg": null, "evidence": "contested", "when": "unknown", "whenText": "unknown", "limits": "A model and lab-laser results are not evidence about 6G networks, which will not transmit at these frequencies or intensities.", "sources": [ "rs-dcf27848fa", "rs-d4968b1641", "rs-867341759e" ], "origin": "library", "canada": null }, { "id": "sw-kids-ai-tutors-bci-claims", "theme": "governance", "title": "Kids' AI tutors are real; brain-sensing tutors unproven", "plain": "AI tutors are already in classrooms: Khan Academy's Khanmigo was piloted in 266 US school districts in 2024 and does not read brain signals. A small company announced a brain-monitoring learning app for children in 2025, but its EEG headset was still in development and its benefit figures came without any study.", "sixg": null, "evidence": "contested", "when": "now", "whenText": "now", "limits": "One press release is not evidence that children are widely using brain-computer interfaces; it is a marketing claim, and children's neural data protections are a separate policy question.", "sources": [ "rs-5bc4277f1c", "rs-005959f1a6" ], "origin": "library", "canada": null }, { "id": "sw-yt-xbox-laser-reports", "theme": "governance", "title": "Reports: Xbox-style controller aims US navy lasers", "plain": "In late September 2026 press reports said US forces were using a reconfigured Xbox-style game controller to direct laser weapons in the Strait of Hormuz. The defence department had not confirmed the details.", "sixg": null, "evidence": "contested", "when": "now", "whenText": "now", "limits": "Rests on one newspaper report relayed by others; not a stock Xbox controller, and no official confirmation of the engagements.", "sources": [ "rs-c68a111aae" ], "origin": "library", "canada": null }, { "id": "claim-sweat-ducts-antennas", "theme": "governance", "title": "Sweat ducts act as tiny antennas (hypothesis)", "plain": "Feldman's group (2008 onward) reported that helical sweat ducts change how skin reflects 75-110 GHz waves depending on sweating, and modelled them as antennas resonating around 0.1-0.5 THz. An independent model found ducts concentrate absorbed energy locally.", "sixg": "Relevant only if sub-THz bands are used near the body.", "evidence": "contested", "when": "unknown", "whenText": "unknown", "limits": "Mostly one research group; 'antenna' here means the ducts shape reflection and absorption, not that they receive data.", "sources": [ "rs-a82a469203", "rs-80559953f7", "rs-44ab62211d", "rs-e8c393f0eb" ], "origin": "library", "canada": null }, { "id": "sw-dodd-5240-01-civil-assistance", "theme": "governance", "title": "What DoD Directive 5240.01 (2024) says about assisting civil authorities", "plain": "The September 2024 reissue of Directive 5240.01 sets rules for defense intelligence agencies helping civil authorities. Fact-checkers and the Pentagon say it requires Secretary of Defense approval for lethal-capable assistance and gives no new power to use lethal force; critics read its emergency route, said to allow approval within 72 hours, as a weaker safeguard.", "sixg": null, "evidence": "contested", "when": "unknown", "whenText": "unknown", "limits": "The 72-hour detail comes from commentary, not the directive text (the official PDF returned HTTP 403), and this directive is separate from DoDD 3000.09.", "sources": [ "rs-e16fcfe1f2", "rs-882f4b5727", "rs-6e2579d957" ], "origin": "library", "canada": null }, { "id": "sw-sept-2020-dod-ai-symposium-claims", "theme": "governance", "title": "\"A 2020 DoD symposium assigned drones to every body\" (claim)", "plain": "She says a September 2020 DoD AI symposium stated that an MQ-9 drone was assigned to every American and that the Joint AI Center was finished with ethics. Press coverage of that symposium reports ethics as ongoing work and does not mention such a statement.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Only one news report of the event was opened; the symposium recording or transcript was not.", "sources": [ "rs-1099f4a37f" ], "origin": "library", "canada": null }, { "id": "sw-darpa-2023-plasma-fence-statement", "theme": "governance", "title": "\"A 2023 DARPA statement describes a plasma fence\" (claim)", "plain": "She says a 2023 DARPA research statement covers drone cybersecurity, a digital ID, an ad hoc network for a plasma fence and a geofence. We could not find such a DARPA document; the DARPA pages opened do not mention it.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Not finding the statement is not proof it does not exist: DARPA's budget books returned HTTP 403, and she names no document.", "sources": [ "rs-f8c46856fa", "rs-2362a3c044" ], "origin": "library", "canada": null }, { "id": "sw-ahi-healthcare-network-claim", "theme": "governance", "title": "\"Anomalous health incidents are healthcare networks\" (claim)", "plain": "The National Academies committee that reviewed the cases pointed to pulsed radio-frequency energy as the most plausible mechanism while saying other causes could not be ruled out; it did not describe healthcare networks.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The 2023 intelligence assessment could not be opened, and the experts' own conclusions remain uncertain; this finding only says the opened source does not support the healthcare-network explanation.", "sources": [ "rs-aa745d3566" ], "origin": "library", "canada": null }, { "id": "sw-yt-covid-exposure-not-wban", "theme": "governance", "title": "\"COVID tracing was a body-area network\" (claim)", "plain": "The main COVID exposure-notification system used opt-in Bluetooth messages between phones, with identifiers that change every 15 to 20 minutes and matching done on each phone.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Other national or local tracing schemes differed; this describes only the Apple/Google design.", "sources": [ "rs-3f0a167045" ], "origin": "library", "canada": null }, { "id": "sw-dodd-3000-09-human-judgment", "theme": "governance", "title": "\"Directive 3000.09 removes humans' choice to act\" (claim)", "plain": "Directive 3000.09 is the Pentagon's rule on autonomy in weapon systems. The copies opened say systems must allow appropriate human judgment and operator intervention, and none mentions Fusion Centers or domestic targeting.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The directive does permit autonomous weapons after senior review, and the official PDF returned HTTP 403 so the checks used secondary copies of the 2023 text.", "sources": [ "rs-aef78345bf", "rs-4d27d7ec96", "rs-183f939a7b" ], "origin": "library", "canada": null }, { "id": "sw-disability-benefits-nano-claim", "theme": "governance", "title": "\"Disability benefits will require nanotech treatment\" (claim)", "plain": "The opened Social Security and Medicare sources describe a change in who processes disability reviews and a rule for device-based remote monitoring. They do not describe any requirement to accept bioelectronic or nanotechnology treatment.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The SSA release itself could not be opened and these sources cannot rule out future policy; they simply do not show the claim.", "sources": [ "rs-a61cc04430", "rs-eda782e6cf" ], "origin": "library", "canada": null }, { "id": "sw-yt-flock-bulletins", "theme": "governance", "title": "\"FBI warned Flock removal means watch list\" (claim)", "plain": "Police intelligence bulletins did warn about online chatter on destroying Flock plate-reader cameras. The reporting names state and regional fusion centres, not the FBI, and mentions no biometric watch list.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Bulletins exist; the FBI source and the watch-list consequence are not shown.", "sources": [ "rs-0c82fc4c2a" ], "origin": "library", "canada": null }, { "id": "sw-yt-fcc-body-comm-not-mandated", "theme": "governance", "title": "\"FCC made body communication mandatory\" (claim)", "plain": "The FCC rules on medical body area networks let certain hospital devices use set radio bands on a shared basis. They do not require anyone to use body communication.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "A different FCC action in about 2020 could exist; none was found in the sources opened.", "sources": [ "rs-ee09b6d033", "rs-205ae7583c" ], "origin": "library", "canada": null }, { "id": "sw-gu-fda-modernization-act-2", "theme": "governance", "title": "\"FDA Modernization Act 2.0 bypasses drug testing\" (claim)", "plain": "The bill text lets drug makers use non-animal methods, such as cell models and computer models, as nonclinical tests. It does not remove drug testing, and it does not mention digital twins.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "The text read is the Senate-passed version of S.5002; the Senate vote date and later enactment were not confirmed from an official action log, and nothing here concerns 6G.", "sources": [ "rs-ce4258aba3" ], "origin": "library", "canada": null }, { "id": "sw-fda-consent-waiver-rule", "theme": "governance", "title": "\"FDA rule removed the right to consent\" (claim)", "plain": "The FDA did issue a final rule on 21 December 2023 letting ethics boards waive or alter consent. It applies only to minimal-risk studies and only when five conditions are documented; consent remains the general rule.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "The rule covers FDA-regulated clinical investigations, not everyday care or network sensing, and the documents say nothing about 6G or body-area networks.", "sources": [ "rs-f079eba917", "rs-4fe59c0f89" ], "origin": "library", "canada": null }, { "id": "sw-gu-project-salus-2020", "theme": "governance", "title": "\"Project Salus began at Dartmouth in 1954\" (claim)", "plain": "A Project Salus does exist: a 2020 Pentagon AI prototype that forecast COVID-19 hotspots and supply problems for NORTHCOM. The sources found do not tie it to Dartmouth or 1954.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "The name in the captions may be mangled, and a different project could be meant; only one trade-press article describes the 2020 tool.", "sources": [ "rs-b4e923546a", "rs-bdd7cc0ba3", "rs-f06f6f98fa" ], "origin": "library", "canada": null }, { "id": "sw-sosa-in-vivo-command-system", "theme": "governance", "title": "\"SOSA reports on humans in vivo\" (claim)", "plain": "A public Air Force catalogue lists SOSA among standards for reference architecture and interface management. It does not document the claimed system reporting from inside people's bodies.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "This check read a public catalogue, not the full technical standard; the Open Group pages and their archive attempts could not be read.", "sources": [ "rs-d13eda7453" ], "origin": "library", "canada": null }, { "id": "sw-gu-maven-jaic-order", "theme": "governance", "title": "\"The JAIC started Project Maven\" (claim)", "plain": "Project Maven began in April 2017 as a Pentagon team for machine analysis of drone video. The Joint AI Center was announced in 2018 and took it over later.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Based on one trade-press article; the founding memo scan was unreadable and the symposium date was not checked.", "sources": [ "rs-f792bb645e" ], "origin": "library", "canada": null }, { "id": "sw-gu-goosebump-stem-cell-claim", "theme": "governance", "title": "\"Voluntary goosebumps make your own stem cells\" (claim)", "plain": "Research does link the goosebump circuit to hair-follicle stem cells during a cold response. The records found do not show that raising goosebumps at will produces stem cells.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Based on a commentary record, not the primary paper, and the Oxford and Cambridge paper she cites was not found.", "sources": [ "rs-410b9d188e" ], "origin": "library", "canada": null }, { "id": "sw-yt-nni-scope-claim", "theme": "governance", "title": "\"nano.gov documents body-signal tracking\" (claim)", "plain": "The National Nanotechnology Initiative has coordinated US nanoscale research since 2000 and lists applications such as nanomedicine. Its public page does not describe tracking people by body signals.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "The initiative's age (about 26 years) is accurate; the tracking link is not shown.", "sources": [ "rs-466f51245b", "rs-ec04feb89f" ], "origin": "library", "canada": null }, { "id": "claim-6g-mind-control", "theme": "governance", "title": "'6G enables remote mind control' (claim)", "plain": "Waves above 6 GHz stop within millimetres of the skin, and THz within a fraction of a millimetre, so they cannot reach the brain. No mechanism or study shows network signals reading or steering thoughts; the owner's research grades such claims unsupported.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "People reporting such experiences can be genuinely distressed; the claim is about cause, not whether symptoms are real.", "sources": [ "rs-55f8711027", "rs-9159333654" ], "origin": "library", "canada": null }, { "id": "claim-6g-is-terahertz", "theme": "governance", "title": "'6G is terahertz waves' (claim)", "plain": "Early 6G is planned for existing 4G/5G bands, new 6-8.4 GHz mid-band and possibly 15 GHz, all centimetre waves. The first 6G study stops at 52.6 GHz. Sub-THz (about 100-300 GHz) and THz are research and niche fixed links that might join later releases.", "sixg": "Sub-THz could add short, very fast links in later 6G; it is not the backbone of 6G.", "evidence": "unsupported", "when": "2030s", "whenText": "2030s", "limits": "True about research and long-term visions; overstated as a description of the 6G people will get around 2030.", "sources": [ "rs-91458c39a9", "rs-93e51b5afd", "rs-7faf45f733" ], "origin": "library", "canada": null }, { "id": "claim-thz-breaks-dna", "theme": "governance", "title": "'6G terahertz breaks your DNA' (claim)", "plain": "THz photons are thousands of times too weak to break chemical bonds, and early 6G does not use THz at all. In a careful study, 2.3 THz exposure caused no DNA damage markers or chromosome damage in very sensitive human stem cells.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Some lab studies report gene-activity changes under THz lasers, which is different from DNA breakage and from network exposure.", "sources": [ "rs-75ca8ee66b", "rs-9159333654", "rs-0db5c79f7e" ], "origin": "library", "canada": null }, { "id": "sw-gu-dodd-3000-09-dna", "theme": "governance", "title": "'A textbook citing Directive 3000.09 describes DNA-finding drones' (claim)", "plain": "DoD Directive 3000.09 is a policy on autonomy in weapon systems: human judgment over force, testing and senior review. Summaries of the 2012 and 2023 versions do not mention DNA.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "The official PDF could not be opened; the absence of DNA is taken from two secondary summaries, so this is not a finding about the directive's full text.", "sources": [ "rs-7f2633ebe7", "rs-183f939a7b" ], "origin": "library", "canada": null }, { "id": "claim-6g-cooks-you", "theme": "governance", "title": "'Higher-frequency 6G will cook you' (claim)", "plain": "Heating is real at high power, which is why limits are set about 10 times below the level that warms skin by about 5 C. Health Canada says everyday exposure from towers and 5G devices is far below its limits.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Safe-by-limits depends on compliance; workers near antennas can face higher exposure and have separate limits.", "sources": [ "rs-55f8711027", "rs-db1bac0164" ], "origin": "library", "canada": null }, { "id": "sw-claim-mac-ids-cannot-be-cleansed", "theme": "governance", "title": "'MAC IDs sit at the PHY layer' (claim)", "plain": "She says MAC IDs live at the physical layer of body networks and cannot be 'cleansed'. MAC addresses are real hardware identifiers fixed to network chips at manufacture, but standards place them one layer above the physical layer, and nothing cited shows people carry them.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "A device's MAC address identifies a radio chip in a gadget such as a phone or wearable; it is not evidence of an identifier inside a person's body.", "sources": [ "rs-227b3f57d2", "rs-6f032e02ea" ], "origin": "library", "canada": null }, { "id": "sw-yt-mkultra-havana-claim", "theme": "governance", "title": "'MKUltra and Havana syndrome are cover terms for body networks' (claim)", "plain": "She says MKUltra and Havana syndrome are not real terms and that the hidden subject is medical body area networks. MKUltra was a real CIA behaviour-research programme with released records. For Havana syndrome, a 2020 National Academies report found directed, pulsed radio-frequency energy the most plausible explanation for some cases, without ruling out other causes.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Neither source connects MKUltra or Havana syndrome to body area networks; the National Academies report weighs possible causes and does not settle them.", "sources": [ "rs-fb58e86362", "rs-f04b5b6eb0" ], "origin": "library", "canada": null }, { "id": "sw-claim-nonconsensual-neuromodulation", "theme": "governance", "title": "'Neuromodulation is applied remotely without consent' (claim)", "plain": "Non-invasive brain stimulation is real: electrical, magnetic and ultrasound devices placed on the head are used and studied for pain, depression, anxiety and Parkinson's. The cited sources describe clinical and supervised home use, not stimulation from a distance or without a person's knowledge.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "'Remote' in these sources means a clinician supervising a home device, which still sits on the patient's head; consent and safety rules for such devices are a real policy topic.", "sources": [ "rs-9f78837604" ], "origin": "library", "canada": null }, { "id": "claim-body-already-on-6g-network", "theme": "governance", "title": "'Our bodies are already 6G network nodes' (claim)", "plain": "Body-area networks (wearables, implants) are real, and in-body THz nanonetworks are proposed in papers. But no evidence shows ordinary people carry networked nanodevices, and the research itself stresses tiny ranges and power limits.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Real wearables and medical implants do connect to phones; that is different from covert in-body networks.", "sources": [ "rs-8a0f669e3e" ], "origin": "library", "canada": null }, { "id": "sw-hdiac-covid-sensor-overload", "theme": "governance", "title": "'Overused biosensors cause COVID effects' (claim)", "plain": "She says overused biosensors leave the body unable to keep up electrically, producing COVID effects, and points viewers to an HDIAC video as saying the same. HDIAC's 2022 casualty-care presentation describes nanomedicine and monitoring devices; it does not establish that biosensors cause COVID effects.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The webinar description and complete slide text were read, but the video itself and the cited coronavirus paper were not read.", "sources": [ "rs-caff715a91", "rs-cb71f73f99" ], "origin": "library", "canada": null }, { "id": "sw-photonic-biology-network-claim", "theme": "governance", "title": "'Photonic and quantum tech networks our biology' (claim)", "plain": "The linked NIST and reference pages describe superconducting quantum electronics and nanoscale optics for chips and computers. They do not describe linking living tissue into a network.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Photonics is a real and growing technology for computing and communications; the sources simply do not connect it to networking people's bodies.", "sources": [ "rs-2456fc91e9", "rs-1d873cc5db" ], "origin": "library", "canada": null }, { "id": "sw-digital-genome-claim", "theme": "governance", "title": "'Precision medicine makes people a tradeable digital genome' (claim)", "plain": "The sources linked for this idea are virology reviews explaining how viral populations evolve. They do not describe turning individual people's genomes into tradeable digital assets.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The sources do not address genomic data markets at all; a market-report title alone does not show genomes being traded.", "sources": [ "rs-92e564e1e4" ], "origin": "library", "canada": null }, { "id": "claim-sweat-ducts-make-5g-6g-dangerous", "theme": "governance", "title": "'Sweat ducts make 5G/6G dangerous' (claim)", "plain": "The same group argued in 2018 that this could raise skin absorption at high bands and urged caution. A formal comment by Foster, Ziskin and Balzano (2020) challenged the paper and the authors replied; no study has shown health harm from this mechanism.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Local absorption differences are still heating, which exposure limits already target.", "sources": [ "rs-ce6612ddd0", "rs-70fbaeead7", "rs-4a2e860f61" ], "origin": "library", "canada": null }, { "id": "sw-claim-military-grid-reaches-bodies", "theme": "governance", "title": "'The military grid reaches body networks' (claim)", "plain": "She often presents the Pentagon's network-centric information grid as extending to body area networks. The DoD network and its architecture plans are real, but the documents that opened say nothing about bodies, wearables or civilians.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "A military communications network existing is not evidence that it connects to people's bodies; the main DoD documents could not be opened for this check.", "sources": [ "rs-191c70e5df", "rs-734d6f0383" ], "origin": "library", "canada": null }, { "id": "sw-claim-trillion-sensors-weather", "theme": "governance", "title": "'Trillion sensors exist to engineer the weather' (claim)", "plain": "The cited sources are real: a 1976 US law set up weather-modification policy, a 2025 House hearing asked for transparency on cloud seeding and geoengineering, and DARPA's AtmoSense studies sensing distant blasts through the atmosphere. None of them connects sensor networks to a weather-engineering programme.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Weather modification such as cloud seeding does exist and is debated; that is separate from evidence that sensor networks are built for it.", "sources": [ "rs-0c647a6c3f", "rs-fccf487c9d", "rs-546d16bf25" ], "origin": "library", "canada": null }, { "id": "claim-iarc-proves-cancer", "theme": "governance", "title": "'WHO says phones cause cancer' (claim)", "plain": "IARC's 2011 label is 'possibly carcinogenic' (Group 2B), meaning limited evidence where chance or bias cannot be ruled out. Later WHO-commissioned human reviews found no increased brain cancer risk from phones.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "The question is not closed: IARC advisers recommend re-evaluating RF by 2029.", "sources": [ "rs-4e79f9e019", "rs-075de8a0ae", "rs-ef8a2d52d4" ], "origin": "library", "canada": null }, { "id": "sw-gm-mosquitoes-la-south-africa-claim", "theme": "governance", "title": "'Zika mosquitoes were deployed in Los Angeles and South Africa by 2015' (claim)", "plain": "She says Zika mosquitoes had already been deployed in Los Angeles and South Africa by 2015; she does not say they were genetically modified. The fact-check opened covers genetically modified mosquito releases in Brazil, Panama and the Cayman Islands, and neither place appears.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Only one fact-check was opened, and it covers 2016 reporting; other releases elsewhere were not searched.", "sources": [ "rs-fee218369d" ], "origin": "library", "canada": null }, { "id": "golden-dome-compilation-contested", "theme": "governance", "title": "A compilation links missile defence, body networks and 6G", "plain": "One research library note strings together a US missile-defence programme, satellite body-area-network and sensor-standard papers, and a 6G smart-city review, implying a connected system. The note itself makes no argued case linking them.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The individual programme and papers are real, but placing them side by side is not evidence that they form one system; public descriptions of Golden Dome concern missile defence only.", "sources": [ "rs-1209501e22" ], "origin": "both", "canada": null, "relabelled": { "from": "contested", "to": "unsupported", "why": "Downgraded: the programme is real, but CRS describes it as a homeland missile-defence architecture created by a January 2025 executive order, with nothing linking it to body-area networks, sensor standards or smart-city 6G; the connection exists only in the note's juxtaposition." }, "evidenceNote": "Downgraded: the programme is real, but CRS describes it as a homeland missile-defence architecture created by a January 2025 executive order, with nothing linking it to body-area networks, sensor standards or smart-city 6G; the connection exists only in the note's juxtaposition." }, { "id": "mind-file-equals-digital-twin-claim", "theme": "governance", "title": "A mind file is a digital twin (claim)", "plain": "A digital twin is a synchronised, purpose-limited model of selected processes; a mind file is a biographical archive. Neither is a complete copy of a person.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Combining a biographical archive and a twin would still be a set of purpose-limited models, not a human duplicate.", "sources": [ "rs-126161abb0", "rs-148f59725e" ], "origin": "both", "canada": null, "evidenceNote": "The National Academies define a digital twin as a purpose-built virtual model updated from its physical counterpart to support decisions, and even the whole-brain-emulation roadmap treats copying a mind as a set of unsolved scanning and modelling problems, so neither supports equating a mind file with a twin or a person." }, { "id": "targeted-individual-program-claim", "theme": "governance", "title": "A verified targeted-individual program exists (claim)", "plain": "Interviews include people reporting voices, pain, dreams and harassment. Their distress deserves respectful medical, legal and practical support, but the sources do not verify a covert program.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Testimony and research show real distress, not a covert programme; observable harassment should still be documented and reported through normal channels, and complainants deserve medical and practical support.", "sources": [ "rs-dccfc0aa48", "rs-2475a7cee8", "rs-7766249217" ], "origin": "both", "canada": null, "relabelled": { "from": "contested", "to": "unsupported", "why": "Downgraded: the only peer-reviewed studies found no verified programme and judged group-stalking complaints likely delusional in basis, while documenting severe real depression, trauma symptoms and loss of function among complainants." }, "evidenceNote": "Downgraded: the only peer-reviewed studies found no verified programme and judged group-stalking complaints likely delusional in basis, while documenting severe real depression, trauma symptoms and loss of function among complainants." }, { "id": "personalization-is-not-mind-reading", "theme": "governance", "title": "Ad targeting proves devices read thoughts (claim)", "plain": "Feeds can feel uncannily personal because they draw on searches, location, contacts, viewing time and similar people, not brain signals.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Accurate inference from ordinary data can feel invasive and is itself a privacy problem, without any neural access; identify the data flow before assuming dramatic causes.", "sources": [ "rs-043cd4bc49", "rs-e8675bc4d1" ], "origin": "both", "canada": null, "evidenceNote": "The FTC's 2024 staff study found platforms build targeting from extensive collection, tracking pixels and inferences about sensitive traits, and legal scholarship documents how predictive inferences are drawn from behavioural data; nothing points to neural signals." }, { "id": "bioelectricity-not-networking", "theme": "governance", "title": "Body electricity and sensing do not equal remote control", "plain": "Natural bioelectric activity does not make a person a network node, and a communication link alone cannot read thoughts or steer behaviour. Control needs a compatible device, an actuator and evidence at every step.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Wireless access to a device that is actually implanted is technically possible, but that does not show hidden access to people without such devices.", "sources": [ "rs-1ebfc0ce3f", "rs-39b2c6bf57", "rs-a002726017" ], "origin": "both", "canada": null, "evidenceNote": "Brain magnetic fields are femtotesla-scale, millions of times weaker than urban background, so measuring them needs shielded rooms and sensors at the scalp; decoding needs scanner hardware and cooperation, and even the brainjacking threat model requires an implanted stimulator with a radio link." }, { "id": "remote-neural-monitoring-claim", "theme": "governance", "title": "Brains can be monitored remotely without sensors (claim)", "plain": "Real neural decoding needs nearby hardware, good signal quality, calibration, known tasks and per-person models. Claims of wireless thought monitoring at distance skip all of these.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The documented limits of BCIs make sensor-free monitoring at distance incompatible with the evidence unless new acquisition hardware is shown.", "sources": [ "rs-39b2c6bf57", "rs-1ebfc0ce3f" ], "origin": "both", "canada": null, "evidenceNote": "The strongest non-invasive language decoder needed about 16 hours of fMRI training per person, failed across people, and required cooperation both to train and to apply; brain magnetic signals are so weak they need shielding and sensors at the head." }, { "id": "simulation-civilisation-claim", "theme": "governance", "title": "Claim that society will live in simulations is speculation", "plain": "The owner's notes forecast a 'simulation economy' where people live and work inside simulated worlds and AI beings may need rights. Public standards describe twins as purpose-built tools for industries, not worlds to live in.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The research labels these as personal theories; no public source here supports the timeline or claims.", "sources": [ "rs-aaffa2aa0e", "rs-c7dc674386" ], "origin": "library", "canada": null }, { "id": "dream-manipulation-claim", "theme": "governance", "title": "Dreams can be remotely inserted or interrogated (claim)", "plain": "One interview claims dreams can be programmed remotely and secrets or passwords extracted during sleep. Dreams are shaped by ordinary things such as stress, sound and medication.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Dream reports are not verified memory readouts, and lab dialogue with cooperating lucid dreamers is not remote content control or interrogation.", "sources": [ "rs-b031f1a8a3", "rs-4a631df207" ], "origin": "both", "canada": null, "evidenceNote": "The only demonstrated two-way communication with dreamers used trained, consenting lucid dreamers in sleep labs with polysomnography, cues such as beeps or touch, and eye-movement replies, and succeeded only in a minority of attempts; nothing shows remote insertion or extraction of dream content." }, { "id": "emergence-removes-responsibility-claim", "theme": "governance", "title": "Emergent machine behaviour excuses its makers (claim)", "plain": "When a swarm, fleet or system produces an outcome no single part chose, responsibility still sits with whoever set the rules, goals, data and operating limits.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Distributed systems should not produce distributed evasion of accountability; how liability is allocated still varies by jurisdiction.", "sources": [ "rs-cf97f0581f" ], "origin": "both", "canada": null, "evidenceNote": "The OECD principles adopted by member governments hold organisations that develop, deploy or operate AI accountable for its proper functioning across the lifecycle, with traceability of data, processes and decisions; no public framework treats emergent behaviour as excusing them." }, { "id": "covert-nanotech-claim", "theme": "governance", "title": "Hidden nanotech in civilians enables mind control (claim)", "plain": "The nanonetwork research the research relies on describes tiny devices as severely limited and needing power, gateways, addressing and fabrication not yet achieved.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "A proposed architecture is not evidence of hidden in-body networks; no public source shows such systems in ordinary people.", "sources": [ "rs-f369ceaac7", "rs-feac92300d" ], "origin": "both", "canada": null, "evidenceNote": "The founding nanonetwork papers present a research roadmap and identify the gap between the tiny energy a nanosensor can store and what communication needs as a major bottleneck; they describe proposed architectures, not deployed in-body systems." }, { "id": "hive-mind-claim", "theme": "governance", "title": "Hive minds and population-wide mind control (claim)", "plain": "Brain networks inside one head, and people exchanging small amounts of data through machines, are real, as are persuasion tech and emergent systems. A covert shared consciousness or one hidden system controlling a population is not shown.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Group behaviour can emerge without shared experience, and real components do not prove the assembled system.", "sources": [ "rs-a943f16e42", "rs-30e24ea50f" ], "origin": "both", "canada": null, "evidenceNote": "The most advanced multi-person brain link shared single yes/no decisions among three equipped volunteers, and the earlier link sent a short word as bits; nothing approaches shared consciousness or covert population control." }, { "id": "blue-beam-v2k-unsupported", "theme": "governance", "title": "Holographic sky and 'voice-to-skull' claims lack evidence", "plain": "Saved AI-chat threads in the research describe 'Project Blue Beam', an alleged plan to fake religious or alien events with sky holograms plus beamed 'synthetic telepathy' or voice-to-skull messages. The chats offer no evidence and the assistant admits it does not know if any of it is real.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Originates in a 1994 conspiracy claim; that holograms and neurostimulation exist in labs does not show any such capability or plan.", "sources": [ "rs-883f8df9c3", "rs-4b346b12cf", "rs-a062e941bb" ], "origin": "both", "canada": null, "evidenceNote": "The claim traces to Quebec writer Serge Monast's 1994 publication and talks, whose predicted dates repeatedly passed, and the reference record finds no independent evidence; the microwave-hearing literature does not support beamed speech." }, { "id": "consciousness-transfer-claim", "theme": "governance", "title": "Mind files transfer consciousness (claim)", "plain": "Personality models can imitate someone's vocabulary, stories and style, but the sources show no evidence that the original person's awareness continues inside the machine.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Convincing performance is not continuation; no brain scanning or whole-brain emulation has been shown.", "sources": [ "rs-148f59725e", "rs-30b05e5454" ], "origin": "both", "canada": null, "evidenceNote": "Even advocates' roadmap for brain emulation lists scanning, cell and synapse identification and modelling as unsolved and sets aside questions of identity, while griefbot research describes AI that mimics the dead from their digital traces, not continuation of awareness." }, { "id": "neural-data-equals-thought-claim", "theme": "governance", "title": "Neural data reveals complete thoughts (claim)", "plain": "Neural recordings can expose sensitive things such as attention, movement intention or a clinical condition, but they are not a readable transcript of the mind.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Treat neural data as highly sensitive without overstating what it contains; harm can come from a confident but wrong inference.", "sources": [ "rs-39b2c6bf57", "rs-89b3afae4a" ], "origin": "both", "canada": null, "evidenceNote": "The best decoder recovers the gist of perceived or imagined language for a trained, cooperating person rather than a verbatim transcript, while Colorado law still treats all neural data as sensitive; both support 'sensitive but not a full readout'." }, { "id": "memory-personality-control-claim", "theme": "governance", "title": "Remote memory editing and personality control (claim)", "plain": "Transcripts claim memories can be read, inserted or deleted and personalities steered remotely. Memory is rebuilt from distributed brain processes, not stored as one file.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Research on memory and mood does not establish remote reading, deletion or precise personality command.", "sources": [ "rs-e7ab4dfe33", "rs-a002726017" ], "origin": "both", "canada": null, "evidenceNote": "Memory research describes recall as reconstruction that recombines elements of experience rather than playback of a stored file, and the only discussed routes to altering mood or impulse control run through an already-implanted stimulator, not remote access." }, { "id": "remote-pain-claim", "theme": "governance", "title": "Remote pain proves a directed-energy attack (claim)", "plain": "Testimony describes pain attributed to remote energy or neural signals. Proving that would need measured exposure, timing, dose-response, independent observation and the actual device.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The pain can be real while its proposed cause remains unverified; 'directed energy' is a broad category, not a diagnosis, and NIH notes markers of an external cause could have faded or be undetectable.", "sources": [ "rs-eaf7682361", "rs-4721d1b760", "rs-a062e941bb" ], "origin": "both", "canada": null, "evidenceNote": "The largest clinical study of reported directed-energy incidents found real, severe symptoms but no MRI-detectable injury or biomarker differences versus controls, and the microwave literature notes no exposure was ever detected in affected people." }, { "id": "repetition-is-not-corroboration", "theme": "governance", "title": "Repeated interviews are independent proof (claim)", "plain": "Most extraordinary-claim transcripts share one speaker, one community and the same terms, and his credentials are self-reported. Repeating claims across them, or using technical-sounding terms such as 'EEG cloning', is not independent confirmation.", "sixg": null, "evidence": "unsupported", "when": "now", "whenText": "now", "limits": "Patents, classification, authority and jargon do not prove a capability exists or was used.", "sources": [ "rs-5bb836ba49", "rs-dccfc0aa48" ], "origin": "both", "canada": null, "evidenceNote": "Experiments show repetition makes statements feel truer even to people who know better, and analysis of online group-stalking accounts shows shared phenomena and vocabulary circulating within one community, so repeated accounts are not independent corroboration." }, { "id": "satellite-neural-monitoring-claim", "theme": "governance", "title": "Satellites or radar read individual minds (claim)", "plain": "Some speakers attribute neural targeting to satellites, ground radar or over-the-horizon systems. These platforms can detect, image and communicate, but nothing in the sources shows them acquiring brain signals.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Platform existence does not establish neural function; such claims would also need to explain power, propagation, tracking and signal return.", "sources": [ "rs-1ebfc0ce3f", "rs-39b2c6bf57", "rs-a062e941bb" ], "origin": "both", "canada": null, "evidenceNote": "Brain signals measurable from outside the head are femtotesla-scale and require shielded rooms and sensors at the scalp, decoding requires in-scanner training with a cooperating person, and high-power radar sources are large and conspicuous; nothing shows signal return from a brain at satellite or radar range." }, { "id": "synthetic-telepathy-claim", "theme": "governance", "title": "Synthetic telepathy works at any distance (claim)", "plain": "Some public talks claim technology can send or extract inner speech remotely. Real research covers narrow decoding and tiny brain-to-brain information transfers with cooperating participants and hardware.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "Narrow lab interfaces using worn or scanner hardware with willing participants should not be relabelled as unrestricted or covert thought exchange.", "sources": [ "rs-30e24ea50f", "rs-a943f16e42", "rs-39b2c6bf57" ], "origin": "both", "canada": null, "relabelled": { "from": "contested", "to": "unsupported", "why": "Downgraded: real brain-to-brain links sent a few bits (a word over 140 bits; yes/no Tetris decisions at about 81% accuracy) between consenting people wearing EEG caps and TMS coils, and the best language decoder needed hours of in-scanner training and the person's cooperation; nothing shows remote, hardware-free sending or extraction of inner speech." }, "evidenceNote": "Downgraded: real brain-to-brain links sent a few bits (a word over 140 bits; yes/no Tetris decisions at about 81% accuracy) between consenting people wearing EEG caps and TMS coils, and the best language decoder needed hours of in-scanner training and the person's cooperation; nothing shows remote, hardware-free sending or extraction of inner speech." }, { "id": "v2k-claim", "theme": "governance", "title": "Voice-to-skull (V2K) delivers covert voices (claim)", "plain": "Transcripts link microwave hearing, directional sound and bone conduction to claims that voices can be beamed privately into a person's head.", "sixg": null, "evidence": "unsupported", "when": "unknown", "whenText": "unknown", "limits": "The physical effect is real and studied, but it produces simple sounds under strong pulsed exposure; the jump to private, intelligible speech at range is a component-to-system error.", "sources": [ "rs-a062e941bb", "rs-5f1c627667", "rs-eaf7682361" ], "origin": "both", "canada": null, "relabelled": { "from": "contested", "to": "unsupported", "why": "Downgraded: the microwave auditory effect is real (clicks and buzzes from thermoelastic pressure waves in the head), and whether it could be weaponised is debated, but a 2021 review judged weaponisation unlikely and noted high-power sources are large and conspicuous; no public source shows intelligible voices delivered covertly to one person at range." }, "evidenceNote": "Downgraded: the microwave auditory effect is real (clicks and buzzes from thermoelastic pressure waves in the head), and whether it could be weaponised is debated, but a 2021 review judged weaponisation unlikely and noted high-power sources are large and conspicuous; no public source shows intelligible voices delivered covertly to one person at range." } ], "sources": [ { "id": "rs-c37ed8f274", "title": "NEO home humanoid product page", "publisher": "1X Technologies", "url": "https://www.1x.tech/neo", "kind": "company", "year": null }, { "id": "rs-9bd3c2f521", "title": "NEO order page", "publisher": "1X Technologies", "url": "https://www.1x.tech/order", "kind": "company", "year": null }, { "id": "rs-867399f6a5", "title": "5G-Advanced XR features as the bridge towards 6G", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/xr-towards-6g", "kind": "standard", "year": null }, { "id": "rs-ebd9f8f739", "title": "6G Architecture to enable capabilities Beyond Connectivity", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/6g-architecture", "kind": "standard", "year": null }, { "id": "rs-c86a6d5a03", "title": "6G Use Cases and Service Requirements", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/sa1-use-cases-6g", "kind": "standard", "year": null }, { "id": "rs-9887cc5dc6", "title": "A Glimpse into RedCap NR devices", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/nr-redcap-glimpse", "kind": "standard", "year": null }, { "id": "rs-3e85ae649b", "title": "AI/ML for NG-RAN and 5G-Advanced towards 6G", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/ai-ml-ngran", "kind": "standard", "year": "2025" }, { "id": "rs-5b48a510f1", "title": "Avatar Communications in 3GPP: Enabling Immersive AR Calls", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/avatar-ar-calls", "kind": "standard", "year": "2025" }, { "id": "rs-c12ddc7312", "title": "First 6G RAN study approved (TR 38.914)", "publisher": "3GPP", "url": "https://www.3gpp.org/news-events/3gpp-news/6g-38914", "kind": "standard", "year": "2026" }, { "id": "rs-ee60498a6f", "title": "First study, new generation (TSG#111 Fukuoka)", "publisher": "3GPP", "url": "https://www.3gpp.org/news-events/3gpp-news/fukuoka-tsg111", "kind": "standard", "year": null }, { "id": "rs-8b586fe002", "title": "ISAC architecture progress in 3GPP", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/isac-arch", "kind": "standard", "year": "2026" }, { "id": "rs-316fd165c9", "title": "Non-Terrestrial Networks (NTN) overview", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/ntn-overview", "kind": "standard", "year": "2025" }, { "id": "rs-7655a0e392", "title": "RAN Rel-19 status and a look beyond", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/ran-rel-19", "kind": "standard", "year": "2025" }, { "id": "rs-a162daae38", "title": "Release 19 Ambient IoT", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/rel19-aiot", "kind": "standard", "year": null }, { "id": "rs-0effd80df4", "title": "Release 20", "publisher": "3GPP", "url": "https://www.3gpp.org/specifications-technologies/releases/release-20", "kind": "standard", "year": null }, { "id": "rs-d06905f036", "title": "Release 21 timeline (June 10, 2026, TSGs#112)", "publisher": "3GPP", "url": "https://www.3gpp.org/news-events/3gpp-news/rel21-timeline", "kind": "standard", "year": null }, { "id": "rs-067453f691", "title": "Specification 28.915 status page", "publisher": "3GPP", "url": "https://www.3gpp.org/DynaReport/28915.htm", "kind": "standard", "year": "2026" }, { "id": "rs-d7b413b614", "title": "Split rendering over IMS", "publisher": "3GPP", "url": "https://www.3gpp.org/technologies/sr-ims", "kind": "standard", "year": "2025" }, { "id": "rs-7083b97add", "title": "TR 22.837 Study on Integrated Sensing and Communication, v19.4.0", "publisher": "3GPP", "url": "https://portal.3gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?specificationId=4044", "kind": "standard", "year": "2024" }, { "id": "rs-fa8ee0196f", "title": "TR 22.870 Study on 6G Use Cases and Service Requirements (v20.0.0, 2026-03)", "publisher": "3GPP", "url": "https://portal.3gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?specificationId=4374", "kind": "standard", "year": null }, { "id": "rs-57ca2db6bd", "title": "TR 38.765 Study on ISAC for NR", "publisher": "3GPP", "url": "https://www.3gpp.org/dynareport/38765.htm", "kind": "standard", "year": "2026" }, { "id": "rs-2c9f85406b", "title": "TR 38.838 Study on XR (Extended Reality) evaluations for NR, v17.0.0", "publisher": "3GPP", "url": "https://portal.3gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?specificationId=3736", "kind": "standard", "year": "2022" }, { "id": "rs-8613f1c035", "title": "TR 38.843 Study on AI/ML for NR air interface", "publisher": "3GPP", "url": "https://www.3gpp.org/dynareport/38843.htm", "kind": "standard", "year": "2023" }, { "id": "rs-2bac8374c7", "title": "A 6G ecosystem for the Verticals: Considerations for e-Health and Robotics", "publisher": "3GPP (one6G Association)", "url": "https://www.3gpp.org/technologies/one6g-ecosystem", "kind": "standard", "year": null }, { "id": "rs-8fd4e39322", "title": "3GPP TR 28.915 v19.0.0: Study on management aspect of Network Digital Twin (ETSI TR 128 915)", "publisher": "3GPP / ETSI", "url": "https://etsi.org/deliver/etsi_tr/128900_128999/128915/19.00.00_60/tr_128915v190000p.pdf", "kind": "standard", "year": "2026" }, { "id": "rs-9521b5725f", "title": "TR 38.838 conclusion draft (RAN1 #107-e moderator)", "publisher": "3GPP RAN1", "url": "https://3gpp.org/ftp/tsg_ran/WG1_RL1/TSGR1_107-e/Inbox/drafts/8.14.1/TR%20Section%20-%20Conclusion/TR38.838%20-%20Conclusion%20v19-CMCC-Moderator.docx", "kind": "standard", "year": "2021" }, { "id": "rs-700031ddda", "title": "S4-211033 XR KPIs draft", "publisher": "3GPP SA4", "url": "https://3gpp.org/FTP/tsg_sa/WG4_CODEC/TSGS4_115-e/Inbox/Drafts/Video/S4-211033-KPIsr01.docx", "kind": "standard", "year": "2021" }, { "id": "rs-b656d52c52", "title": "TR 26.928 Extended Reality (XR) in 5G", "publisher": "3GPP SA4", "url": "https://portal.3gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?specificationId=3534", "kind": "standard", "year": "2020" }, { "id": "rs-7820eed3fe", "title": "Work item FS_6G_Radio: Study on 6G Radio", "publisher": "3GPP portal", "url": "https://portal.3gpp.org/desktopmodules/WorkItem/WorkItemDetails.aspx?workitemId=1080072", "kind": "standard", "year": "2025" }, { "id": "rs-0c82fc4c2a", "title": "The government is monitoring anti-Flock TikTok and Instagram accounts", "publisher": "404 Media", "url": "https://404media.co/the-government-is-monitoring-anti-flock-tiktok-and-instagram-accounts", "kind": "company", "year": null }, { "id": "rs-da8a3f65f7", "title": "ISO/IEC 30173:2023 Digital twin - Concepts and terminology (catalogue listing)", "publisher": "AFNOR Editions (ISO/IEC JTC 1/SC 41 standard)", "url": "https://www.boutique.afnor.org/en-gb/standard/iso-iec-301732023/digital-twin-concepts-and-terminology/xs144498/354004", "kind": "standard", "year": "2023" }, { "id": "rs-adb045bc7c", "title": "Neom rebrands The Line as costs and complexity bite", "publisher": "AGBI (Arabian Gulf Business Insight)", "url": "https://www.agbi.com/analysis/giga-projects/2026/07/neom-rebrands-the-line-as-costs-and-complexity-bite/", "kind": "press", "year": "2026" }, { "id": "rs-c6064cc49b", "title": "FDA Approves First Pill That Tracks If You've Swallowed It", 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Minimum requirements were agreed in draft in Feb 2026 (approval due 1 Dec 2026), 3GPP's first 6G specifications freeze Dec 2028 to Mar 2029, and vendors expect commercial service around 2030. Canada's regulator is preparing WRC-27 spectrum and says 6G is a few years away.", "This slice defines biodigital convergence as a connected chain from body to sensor to network to model to action, with standards bodies and an IEEE white paper as the main framing. It offers a ten-layer test and an eight-rung evidence ladder for separating proven components from imagined complete systems. Future-human labels such as Human 2.0 and Homo Intelligentes are kept as dated projections.", "Bio-digital convergence joins biological, engineering, information, cognitive and network systems, but no single future is inevitable. Ten conditional scenarios, from healthcare-first to surveillance-first to slow uneven progress, depend on readiness, incentives, trust, standards and whether harms are admitted. Whether core functions require the cloud is named as one of the decisive choices.", "The research's 'Bio-Digital Threshold' frames the body as an information system that joins bioelectricity, body networks, brain interfaces, digital twins and synthetic biology, with 2025-2028 as the turning point. It is a useful umbrella but a framing, not evidence of integration.", "This slice's core convergence source is the IEEE Symbiotic Autonomous Systems series (2017 and 2019), which frames the future as people, machines and environments adapting to each other on a 2020-2040 roadmap with a 2050 horizon. It treats pervasive low-latency connectivity as the enabling fabric but is openly sceptical about who pays for latency. A 2024 futurist view sees 6G as incremental rather than revolutionary.", "6G (IMT-2030) is a 2030-era upgrade defined by six jobs, including network sensing and built-in AI, not by one frequency. The first 6G standard (3GPP Release 21, frozen end of 2028) is being studied only up to 52.6 GHz, and vendors expect launches around 2030 on existing 5G bands plus new 6-8.4 GHz spectrum. Sub-THz and THz have regulatory footholds (D-band links, 275-450 GHz, US experimental licences) but are later or niche.", "Programmable metasurfaces, which she cites, are a genuine 6G research topic, but the sources do not connect them to the human body." ], "health": [ "ITU explicitly names telemedicine under its ultra-reliable, low-latency scenario, and 3GPP's 6G study includes contactless vital-sign sensing and AI health monitoring. Long-distance robotic surgery already works on fibre (Shanghai to Kuwait, about 167 ms round trip, 2024-2025; Hamilton to North Bay since 2003), with wireless only as backup, which is the gap 6G reliability targets aim at.", "Remote patient monitoring is treated as an operating service chain whose weak points are pairing, review and silent failure. Medical body networks need predictable delay for alarms and commands, but essential implants must work without any connection. ISO/IEC-defined digital twins and personalised-medicine models are presented as purpose-limited, with nanomedical uses still at the design stage.", "This slice treats Health 4.0 mainly through patient digital twins, remote monitoring and contactless sensing. Remote monitoring and FDA-cleared radar breathing monitors are real today; whole-body patient twins are pilots and research models. The research links these to IoT and edge computing but never states a specific 6G requirement.", "Healthcare 4.0 (IEEE RBME, 2018, with a McMaster University co-author) brings factory-style sensing, AI and robots into care, aiming at a closed-loop 'Caregiving Home'. Robots are widespread in surgery and hospital logistics, 5G telesurgery exists only as trials with limited haptics, and patient digital twins and data sharing are held back by fragmented records and privacy.", "Care is where robot assistance is most real: hospital delivery robots like Moxi report hundreds of thousands of deliveries, assistive arms (Kinova, Quebec) and exoskeletons help disabled people, and therapy robots like Paro are long established. Japan's big care-robot push shows the limits: low adoption, and robots that sometimes add work, though one study found they did not cut staffing. The research's Healthcare 4.0 sources frame a closed-loop 'Caregiving Home' with nursing robots as a vision, not a product.", "Remote monitoring, digital twins and health-data standards are real, with standards already published, but patient twins remain roadmaps and nanomedicine means regulated nanoparticle drugs, not nanobots." ], "body": [ "Body networks have their own standards: IEEE 802.15.6 was revised in 2026 (up to 50 Mbit/s, on and inside the body) and Canada certifies implant radios at 401-406 MHz. Public 6G documents mention health sensors and battery-less devices but do not define in-body or nanonetwork links.", "Biosignals, wearables, ingestibles, implants and body-area networks are covered as real but partial measurement systems whose risks change with location. Engineered body-as-channel communication and nanonetworks are proposals, and the nanonetwork paper is where this research discusses terahertz most: high capacity over under a metre, with severe absorption and power limits. Gateways, not nanodevices, are the practical control point.", "Body networks are the strongest technical theme here: body-area network standards and FCC medical spectrum exist, lab work shows tissue can carry data, and ultrasound 'neural dust' works in animals. In-body nanonetworks using terahertz radio remain paper architectures. The 2014 trillion-sensor wearable catalogue is a historical snapshot that includes failed and fraudulent products.", "The slice expects wearables and implants to link through body area networks and eventually form local intelligence, but offers visions rather than evidence. Smart prosthetics that co-learn with wearers are the clearest demonstrated case; sensor power, biocompatibility and security remain open.", "Radio, millimetre and terahertz waves are non-ionizing; the established effect is heating, and the higher the frequency the shallower the energy goes, down to a fraction of a millimetre at THz. Reviews of low-level millimetre-wave research find reported effects mostly unreplicated and weaker in better studies, while THz biology rests on few, hard-to-repeat lab studies. THz imaging is a real medical research field.", "Most of her body-network claims match real standards and lab work: body area networks, body-as-wire communication and the FCC medical band exist. What the sources do not show is bodies being tracked as network targets or nanodevices networked inside ordinary people.", "A 2019 quantum-dot vaccination-record study is real but animal-only, with no evidence of involuntary use.", "The IEEE 802.15 family and a 2018 review confirm intrabody communication as a physical layer of the body-area-network standard, but the standard numbers she gives for other technologies are partly mismatched." ], "neuro": [ "Brain-computer interfaces are in early human trials: Neuralink in Toronto (2025), Synchron's six-patient safety study (2024), Paradromics' first speech-trial implant (June 2026) and an FDA-cleared temporary electrode (2025). None of the official 6G documents ties BCIs to 6G.", "This slice only touches neurotech through bionic prostheses that read muscle signals and return sensation, and through empathy neuroscience used to warn against single-signal readings of the mind.", "BCIs are real but narrow: they decode a few trained patterns per person after calibration, and implanted versions trade better signals for surgical and long-term risk. Augmentation is framed as a gradient from restoration to transformation, and military research shows individual brain patterns vary so much that averages fit nobody. Delay in closed-loop devices is flagged as a failure mode, which is the only direct engineering hook to future networks.", "Brain interfaces are well documented: non-invasive decoders, a wrist nerve-signal band, record-speed speech implants, a blood-vessel implant in early trials, and closed-loop implants that restore walking or ease depression. The research's own roadmap puts read-only devices now, read-write therapies 2026-2030 and cloud-linked 'telepathy' as speculation after 2030. Military programs and reports plan for augmentation but do not show fielded read-write headsets.", "As of 2019, brain-computer interfaces were small and mostly medical, and seamless mind-machine links were called near science fiction. The IEEE roadmap places 'Human 2.0' and superhuman intelligence in the 2040s-2050s.", "Her point that empathy is measurable brain activity is well supported by brain-imaging research.", "DARPA's 2015 ElectRx programme, which she cites repeatedly, is real nerve-stimulation research at an early stage, with no network component.", "Documents show real brain-interface work: 1970s papers, a 2013 EEG-flown drone, a 2014 brain-to-brain lab test, DARPA's 2012 EEG threat spotter. These are laboratory or prototype results, and none shows operational thought control of aircraft.", "Optogenetics has so far been used in people in a one-patient vision trial; DARPA's N3 page does not mention optogenetics." ], "xr": [ "Immersive XR, multi-sensory telepresence and holographic calls are ITU's first 6G scenario, with example targets up to 200 Gbit/s peak and 300-500 Mbit/s everywhere. 5G-Advanced already handles XR traffic better, holoportation was demonstrated on the ISS in 2021, and Ericsson ties high-end holograms to later sub-THz 6G releases.", "Standards for XR over 5G-Advanced already exist: frame-aware traffic handling, split rendering and avatar calls. But 3GPP's own studies show today's cells carry only about a dozen high-quality VR streams and that network-rendered XR needs latencies ordinary 5G cannot reliably meet. Operator trials (SoftBank, T-Mobile, DOCOMO) are small and company-reported, and the market is shifting from headsets to lighter smart glasses that offload computing.", "Not covered in this research.", "XR appears mostly as the destination for neural input: EEG and wrist-nerve signals controlling AR glasses and the Vision Pro, plus Apple's 2025 brain-interface protocol. The research also cites studies showing VR can briefly cause feelings of unreality. Immersive digital twins and generative story worlds are only speculation.", "AR is expected to matter more than VR, with headsets possibly becoming light shells whose rendering is done in the network. Shared 'mirror worlds' need a digital twin of the planet, and remote touch (haptics) is singled out as one of the few uses that truly needs very low latency." ], "robots": [ "Official sources frame robots under AI-and-communication and sensing: network-assisted driving, communication-aware motion planning, coordinated warehouse fleets and safe human-robot shop floors. North American industry ranks multi-robot coordination medium-low for early 6G.", "The slice contributes only the IEEE four-level autonomy scale (remote control, teleoperation, semi-autonomous, fully autonomous) and the warning that a nominal human in the loop may have no real control.", "The IEEE symbiotic-autonomous-systems framework (2017) describes machines that interact, learn and decide while humans and machines adapt to each other, including swarms, fleets and smart cities that depend on machine-to-machine communication. BINA48 shows an embodied conversational robot built from one person's archive, with portability between avatars and robots left as a forecast. Functional machine awareness is explicitly not consciousness.", "Robots appear as military autonomy (expendable drones and swarms, which are being deployed now), human-state sensing so autonomy can adapt to soldiers, frog-cell 'xenobots', and the Bina48 mind-file android. Uploading a mind into a robot is an untested hypothesis.", "Robots, cobots and drones are already common in factories, warehouses and tower inspection; 5G-plus-edge was being trialled to coordinate shop robots. Forecasts of fully autonomous cars and humanoid fleets slip outward: commentators place a billion robots around 2040-2050, while a 2025 Forethought scenario imagines much faster growth after an AI-driven 'intelligence explosion'.", "The research's robot material is mostly forecasts: futures papers imagine billions of cheap humanoids and robot populations doubling in months, and podcast voices claim most physical work is automatable around 2030. Public counts are far smaller (about 7,000 full-size humanoids sold in 2025), and the job-loss research stresses that robots spread slower than software because of capital, safety and messy real spaces. Home humanoids (1X NEO, Figure 03) are on pre-order or in pilots, with remote human help still part of the design.", "The defence programmes named (ATLAS, Skyborg, NTS-3, Skynet 6) are real but separate.", "Project Maven and kill boxes are real military tools, described in references as analyst-supported decision aids and fire-coordination areas, while the programmes she lists as fielded lethal autonomy are prototypes or unarmed." ], "sensing": [ "Integrated sensing and communication is a new 6G scenario (1-10 cm positioning target, object and gesture detection). It is the most demonstrated 'new' capability: 5G base stations have tracked drones in Swedish, Finnish and US trials, 3GPP published a sensing channel model in 2025, and battery-free ambient IoT tags were standardised in Release 19.", "Using mobile networks as radar has moved from 6G vision to 5G-Advanced specification work and operator drone-detection demos in 2025-2026. Standards bodies list dozens of use cases, but no published trial gives independent range or accuracy figures, and some 'drone detection' offerings still use separate sensors.", "Cheap MEMS sensors are treated as demonstrated infrastructure, while the 2014 trillion-sensor counts are a projection that the research says were not shown to arrive. Smart systems need sensing, communication and computing together, and more data brings fusion, quality and visibility-gap problems. Radar and wireless sensing of bodies appear only as research leads beside 6G.", "The trillion-sensor forecast (2014) is the key sensing source and lists exactly the network problems 6G targets: device density, low-latency control, shared bandwidth and power. Contactless radar health monitoring is real; network-as-radar sensing and cognitive cities are not shown in this research.", "City and national digital twins exist (Singapore, UK, Rotterdam), and a 2017 IEEE scenario already treats radio antennas as city-wide sensors, an early form of 6G's integrated sensing. A 2024 review pitches 6G sensing, satellites and drones as the answer to smart-city traffic beyond 2030.", "The smart-city record is split. Narrow, measurable tools work: adaptive signals cut travel time about a quarter in Pittsburgh, LED streetlights cut energy about 64% in Los Angeles, low-cost air sensors give useful trends, and Dubai and India delivered digitisation and project counts at scale. Grand from-scratch cities (Songdo, Masdar, NEOM's The Line) and Toronto's Quayside fell short or were cancelled, while gunshot detection and camera-laden streetlights show weak evidence and real surveillance risk. Most city sensing runs today on fibre, LoRaWAN and 4G/5G; 6G's added value for cities is network-based sensing and very cheap devices, but cities' accuracy needs are modest and privacy law, pole access and cost are the real bottlenecks, especially in Ontario." ], "ai": [ "ITU makes AI a 6G usage scenario and capability, and 3GPP's 6G architecture study includes AI, data, computing and AI agents as network users. AI already sits in the 5G-Advanced radio standard for beam and positioning tasks.", "AI in the network is no longer only a 6G idea: Release 19 standardises AI for beams and positioning, O-RAN controllers run AI apps, and Verizon reports 15% average energy savings from one. GPU-based AI-RAN (SoftBank, NVIDIA-Nokia) has demos and large investments but few independent results, and analysts expect it to replace existing spending rather than grow it.", "Edge and fog computing are this research's main low-latency mechanism, keeping safety functions near the body and running during outages. Virtual sensors and twins add estimates and predictions that must be labelled apart from measurements, and adaptive models drift. Distributed decision-making across body and IoT devices is an IEEE projection.", "AI appears as the decoder behind brain interfaces, as personal agents that act and remember, and in Forethought-based forecasts of major capability jumps before 2030. Edge computing is discussed for digital twins and nanonetworks, but not as AI in the 6G network itself.", "Low latency is presented as an architecture problem, not just a radio problem: computing must move to the network edge, and devices such as robots and phones are expected to become self-negotiating network nodes. Simulation and VR are already used to train robots and vehicles.", "Robot AI is split between the cloud and the robot: Google DeepMind ships models that run on the robot so reactions stay fast without a network, while fleets still upload data to learn.", "Her data-centre videos rest on a real 2025 federal plan to speed data-centre permitting; the link she draws to homelessness policy is not in the documents.", "Project Salus was a 2020 COVID forecasting prototype at the Pentagon's Joint AI Center." ], "governance": [ "Security and resilience are ITU design principles and a formal 6G capability, and 3GPP Release 20 studies 6G security and post-quantum encryption. Public 6G documents do not address neural data rights or treat cybersecurity as bodily safety.", "Privacy is the main brake on network sensing: ETSI lists 15 security and privacy issues and German data protection authorities say consent cannot cover bystanders, calling for regulation before 6G standards are fixed.", "The slice treats cybersecurity as bodily safety, asks for consent that covers inferences, and asks what happens when implant makers disappear. It argues people should be able to inspect and limit digital twins. It labels covert nanonetworks, complete digital duplicates, consciousness transfer and jargon-based mind-control claims as unsupported.", "Governance must run through the whole stack: standards exist for IoT, digital twins and BCIs, and for body-connected devices cybersecurity becomes bodily safety. Rights such as mental privacy, local-only operation, correction, lifecycle consent and exit are proposed rather than settled. Every extraordinary claim (synthetic telepathy, V2K, remote pain, dream manipulation, hive minds, satellite neural monitoring, covert nanotech, consciousness transfer) is graded contested or unsupported because real components are being assembled into systems nobody has shown working.", "Governance is substantial: neurorights laws in Chile and three U.S. states, FDA rules for adaptive medical AI, global AI frameworks, NATO cognitive-warfare doctrine and military enhancement ethics. The slice also holds many talks claiming V2K, synthetic telepathy and remote mind control; the research's own review rates these contested or unsupported. Some of the research's forecasting narratives overstate facts, including brain data streamed over 5G.", "Security is framed as physical safety once autonomous systems are networked, and ethics standards (IEEE P7000) exist, while deepfakes and invisible brain-web divides are flagged as risks. The slice also holds unsupported AI-chat material on holographic sky projections and synthetic telepathy, and one contested link compilation.", "Jobs claims range from a 100-million-job US warning to analyses showing tasks change before jobs vanish; all are projections. Home robots that can be remotely supervised by company staff raise privacy and security questions the public pages do not yet answer.", "Twins concentrate data and sometimes control, so NIST and GAO flag hacking, privacy, bias and cost risks. Toronto's Sidewalk Labs collapse and EU vendor lock-in cases show data ownership decides whether city twins succeed. The research's 'living inside simulations' ideas stay speculative.", "ICNIRP and Canada's Safety Code 6 cover up to 300 GHz, the FCC up to 100 GHz with a proposed extension to 3 THz, and above 300 GHz ICNIRP's laser rules apply, with an inconsistency at the boundary. WHO's overall verdict and IARC's re-evaluation are pending. The popular claims that 6G is terahertz, breaks DNA, cooks people or controls minds are unsupported; the sweat-duct antenna idea and THz-DNA resonance are contested hypotheses.", "Her claims about biofield empathy links, tradeable digital genomes and photonic networks for biology are not shown by the sources she linked; several links point to unrelated papers.", "Her channel material adds phone tracking, private-sector cyber operations and military network claims. Phone tracking by fake towers is documented; claims that military grids or MAC IDs reach into bodies are not shown by the sources she links.", "The claims here about FCC mandates, FDA consent waivers, COVID tracing and Flock warnings mostly start from something real, such as a narrow rule or news item, but the documents do not show the wider claim. The Xbox-style laser controller is a single-source press report, not verified by the defence department.", "Where she names a directive or programme (DoDD 3000.09, DoDD 5240.01, a 2023 DARPA statement, the Sept 2020 DoD AI symposium), the documents that could be opened show real policies with narrower content than described; none shows people being denied the choice to act or drones tethered to bodies." ], "twins": [ "Digital twins are real and standardised: ISO/IEC 30173 and ISO 23247 define them, and ITU's 6G framework names twins of the world and of the network as uses. Strong examples are factory planning, traffic and a few city twins, but many city 'twins' are 3D models updated yearly with few measured outcomes. 6G's main promise is to keep twins live through network sensing, AI and low latency; that is still a proposal for the 2030s." ] }, "timeline": [ { "when": "2003", "event": "World's first telerobotic surgical service, Hamilton to North Bay ON (400 km, wired IP-VPN)", "evidence": "demonstrated" }, { "when": "2018", "event": "Canada, Ontario and Quebec launch C$400M ENCQOR 5G testbed partnership", "evidence": "demonstrated" }, { "when": "2021", "event": "NASA holoportation: live 3D doctor appears on the ISS (8 Oct)", "evidence": "demonstrated" }, { "when": "2023", "event": "ITU approves IMT-2030 (6G) framework, Recommendation M.2160 (13 Nov)", "evidence": "proposed" }, { "when": "2024", "event": "Synchron reports six-patient COMMAND BCI study met one-year safety endpoint", "evidence": "demonstrated" }, { "when": "2024-2025", "event": "Shanghai surgeon performs five robotic operations on patients in Kuwait (7,000 km)", "evidence": "demonstrated" }, { "when": "2025", "event": "FDA 510(k) for Precision's temporary cortical electrode (Mar); 3GPP 6G architecture study approved (Jun); ISAC channel model in TR 38.901 Rel-19 (Jun)", "evidence": "demonstrated" }, { "when": "2025", "event": "First Neuralink implants outside the US at Toronto Western Hospital (Aug-Sep)", "evidence": "demonstrated" }, { "when": "2025", "event": "Saab-Ericsson 5G drone radar reaches TRL 6 (Nov); Paradromics gets FDA IDE for speech BCI trial (Nov)", "evidence": "demonstrated" }, { "when": "2026", "event": "ITU WP 5D agrees draft 20 minimum 6G performance requirements (Feb); 3GPP approves TR 22.870 6G use cases (Mar)", "evidence": "proposed" }, { "when": "2026", "event": "3GPP approves Release 21 (first 6G) timeline (Jun); IEEE 802.15.6-2026 body-area standard approved (Jun) and published (Aug)", "evidence": "projection" }, { "when": "2026", "event": "Ericsson demonstrates 5G ISAC drone tracking at Helsinki harbour (Sep); ITU SG 5 approval of 6G requirements scheduled 1 Dec", "evidence": "demonstrated" }, { "when": "2027", "event": "WRC-27 decides on new IMT spectrum (7.125-8.4 GHz among bands studied); 6G Stage-1 freeze (Mar); ITU candidate 6G submissions open (Feb)", "evidence": "projection" }, { "when": "2028", "event": "3GPP 6G Stage-3 functional freeze (Dec); vendor pre-commercial 6G trials expected", "evidence": "projection" }, { "when": "2029", "event": "3GPP 6G ASN.1/OpenAPI freeze (Mar); ITU candidate submissions close (Feb)", "evidence": "projection" }, { "when": "2030", "event": "ITU completes initial IMT-2030 standardization; first commercial 6G in some countries", "evidence": "projection" }, { "when": "2022", "event": "Four European operators pilot cross-network holographic calls over 5G", "evidence": "demonstrated" }, { "when": "2023", "event": "3GPP completes Release 18 AI/ML signalling for base stations; Release 18 adds XR PDU sets", "evidence": "demonstrated" }, { "when": "2024", "event": "AI-RAN Alliance founded (Feb); 3GPP ISAC study TR 22.837 v19.4.0 (Jun); ITU-T AI-native networks focus group (Jul); Meta shows Orion AR prototype (Sep)", "evidence": "demonstrated" }, { "when": "2025", "event": "Verizon reports AI energy savings; ETSI lists 18 ISAC use cases; Release 19 freezes AI air interface, split rendering, avatar calls and ambient IoT; IEEE 802.11bf Wi-Fi sensing published; SoftBank GPU AI-RAN and L4S XR trials; NVIDIA invests $1B in Nokia", "evidence": "demonstrated" }, { "when": "2026", "event": "ETSI ISAC security/privacy report (Mar); AI-RAN Alliance at 132 members; 3GPP approves Release 21 6G timeline and sensing study under change control (Jun); German regulators' ISAC position paper (Jun); AT&T-Ericsson stadium drone tracking (Jul)", "evidence": "demonstrated" }, { "when": "2026", "event": "SoftBank aims to put AI-RAN into its commercial network; T-Mobile AI-RAN field trials planned", "evidence": "projection" }, { "when": "2027", "event": "5G-Advanced Release 20 protocol freeze (Mar), including first network sensing features; display glasses forecast to outsell VR headsets", "evidence": "projection" }, { "when": "2029", "event": "AI-RAN forecast at about a third of RAN spending; Release 21 (first 6G specs) final freeze in March", "evidence": "projection" }, { "when": "1990s", "event": "Intrabody (human-body) communication formally proposed for personal-area networks", "evidence": "proposed" }, { "when": "2007-2012", "event": "Rapid growth in MEMS sensor volumes driven by mobile phones", "evidence": "demonstrated" }, { "when": "2013", "event": "TSensors Summit groups about 300 proposed high-volume sensor applications", "evidence": "proposed" }, { "when": "2014", "event": "Trillion Sensors deck forecasts tens of trillions of connected sensors", "evidence": "projection" }, { "when": "2017", "event": "IEEE Symbiotic Autonomous Systems white paper sets out Human 1.5/2.0 scenarios and autonomy modes", "evidence": "projection" }, { "when": "2018", "event": "Layered nanonetwork architecture paper proposes terahertz nano-links with SDN, NFV and fog", "evidence": "proposed" }, { "when": "2023", "event": "Standards presentation on IoT and digital twins in health cites the ISO/IEC digital-twin definition", "evidence": "demonstrated" }, { "when": "2024-2034", "event": "Horizon implied by the 2014 forecast for trillion-scale sensing transformation", "evidence": "projection" }, { "when": "1939-1945", "event": "Pervitin (methamphetamine) used to sustain German troops, with harmful side effects", "evidence": "demonstrated" }, { "when": "2012", "event": "BINA48 mind-file android demonstrated at TEDxHarlem", "evidence": "demonstrated" }, { "when": "2014", "event": "Trillion-sensor forecast published (forecast, not a count)", "evidence": "projection" }, { "when": "2017", "event": "IEEE Symbiotic Autonomous Systems white paper sets out scenarios", "evidence": "proposed" }, { "when": "2018", "event": "Layered nanonetwork architecture proposed, with major open challenges", "evidence": "proposed" }, { "when": "2023", "event": "Standards presentation places BCI in ISO/IEC JTC 1/SC 43 and IoT/digital twins in SC 41", "evidence": "demonstrated" }, { "when": "2023", "event": "Interview repeats synthetic-telepathy and targeted-individual claims (testimony)", "evidence": "contested" }, { "when": "2025", "event": "Homo Intelligentes / Industrial Revolution 5.0 concept article", "evidence": "projection" }, { "when": "2012", "event": "FCC opens spectrum for medical body area networks; Bina48 mind-file android shown at TEDx", "evidence": "demonstrated" }, { "when": "2013", "event": "Closed-loop epilepsy stimulator in clinical use (cited as running since 2013)", "evidence": "demonstrated" }, { "when": "2014", "event": "Trillion-sensors movement forecasts about 45 trillion networked sensors within 20 years", "evidence": "projection" }, { "when": "2016", "event": "Ultrasound-powered 'neural dust' implants recorded nerve activity in rodents", "evidence": "demonstrated" }, { "when": "2017", "event": "Kingston conference on soldier enhancement ethics (published 2018)", "evidence": "proposed" }, { "when": "2018", "event": "DARPA-funded memory prosthesis improved recall about 35-37 percent; nanonetwork architecture paper published", "evidence": "demonstrated" }, { "when": "2019", "event": "DARPA N3 non-surgical brain interface program; Brain/Cloud Interface paper; BrainNet three-person link", "evidence": "proposed" }, { "when": "2020", "event": "Stentrode gets FDA Breakthrough designation; FDA clears contactless radar breathing monitor", "evidence": "demonstrated" }, { "when": "2021", "event": "First 'direct-thought' post via Stentrode; closed-loop stimulation for depression; Chile adds neurorights to constitution", "evidence": "demonstrated" }, { "when": "2023", "event": "fMRI language decoder; 62 and 78 words-per-minute speech implants; brain-spine bridge restores walking", "evidence": "demonstrated" }, { "when": "2024", "event": "Synchron reports 12-month safety results; first Neuralink human implant", "evidence": "demonstrated" }, { "when": "2025", "event": "Meta wrist nerve-signal band in Nature; Apple brain-interface input protocol; Precision 4,000-channel surface array; three U.S. states have brain-data laws", "evidence": "demonstrated" }, { "when": "2025-2028", "event": "Vault's 'hinge' years when programmable biology and body-AI hybrids go mainstream", "evidence": "projection" }, { "when": "2026-2030", "event": "Closed-loop read-write brain interfaces emerge in clinical use (research library roadmap)", "evidence": "projection" }, { "when": "2030s", "event": "Futurist forecast of brain nanobots for immersive VR and cloud links; trillion-sensor scale reached", "evidence": "projection" }, { "when": "2040+", "event": "Neural nanorobot brain-cloud interface within 20-30 years of 2019 (paper's forecast)", "evidence": "projection" }, { "when": "2016-2018", "event": "UK starts work toward a National Digital Twin (task group launched 2018)", "evidence": "demonstrated" }, { "when": "2019", "event": "Early 5G remote-surgery trials; autonomous robotic catheter reaches a heart valve in an experiment", "evidence": "demonstrated" }, { "when": "2019", "event": "In-store 5G plus edge computing announced to run fleets of retail robots", "evidence": "proposed" }, { "when": "2022", "event": "2019 forecasts: 100,000 robotaxis and a $161B AR market (both look over-optimistic)", "evidence": "projection" }, { "when": "2025", "event": "Forecast: 60,000 non-surgical hospital robots; health digital twins acting as autonomous guides", "evidence": "projection" }, { "when": "2020s", "event": "EIT Digital vision: IoT becomes part of the body, artificial organs normal", "evidence": "projection" }, { "when": "2030", "event": "Mobile traffic surge expected to exceed 5G's design, motivating 6G for smart cities", "evidence": "projection" }, { "when": "2030", "event": "Forecast of about 700,000 fully self-driving vehicles sold that year", "evidence": "projection" }, { "when": "2030+", "event": "AI-assistant chats place AI-human integration (BCIs, simulated realities) after 2030, without evidence", "evidence": "projection" }, { "when": "2030s", "event": "Forethought: an intelligence explosion may begin within a decade, possibly followed by rapid robot scale-up", "evidence": "projection" }, { "when": "mid-late 2030s", "event": "Commentator forecast: robots take off and threaten skilled trades", "evidence": "projection" }, { "when": "2040", "event": "End of the IEEE SAS technology roadmap window (2020-2040)", "evidence": "projection" }, { "when": "2040-2050", "event": "Commentator forecast: a billion robots", "evidence": "projection" }, { "when": "2044-2054", "event": "Isaac Arthur: strong social or legal push to let computers drive (20-30 years from 2024)", "evidence": "projection" }, { "when": "2040s-2050s", "event": "IEEE SAS: 'Human 2.0', transhumanism issues and possible superhuman intelligence", "evidence": "projection" }, { "when": "before 2050", "event": "Country-wide '360 degree' transport digital twin judged technically possible", "evidence": "projection" }, { "when": "2001", "event": "Paro therapy seal shown publicly (sold from 2004)", "evidence": "demonstrated" }, { "when": "2009", "event": "US regulators class Paro as a medical device; Kinova JACO fits standard wheelchairs", "evidence": "demonstrated" }, { "when": "2014", "event": "ReWalk exoskeleton cleared for personal use in the US", "evidence": "demonstrated" }, { "when": "2018", "event": "IEEE Healthcare 4.0 review proposes the 'Caregiving Home' with nursing robots", "evidence": "proposed" }, { "when": "2019", "event": "Only about 10% of 9,000+ Japanese elder-care facilities use any care robot", "evidence": "demonstrated" }, { "when": "2019", "event": "IEEE SAS white paper: low-latency robots need edge computing; assistive and humanoid market forecasts", "evidence": "projection" }, { "when": "2024", "event": "Moxi hospital robots pass 500,000 deliveries", "evidence": "demonstrated" }, { "when": "2025", "event": "About 7,000 full-size humanoids sold worldwide (IFR)", "evidence": "demonstrated" }, { "when": "2025", "event": "On-robot AI model released to work without network connectivity", "evidence": "demonstrated" }, { "when": "2025", "event": "Figure 03 home-focused humanoid unveiled; 1X NEO pre-orders open at $20,000", "evidence": "projection" }, { "when": "2026", "event": "3GPP completes Release 20 study of 6G use cases incl. robot fleets and sensing", "evidence": "proposed" }, { "when": "2026", "event": "Promised first US home deliveries of NEO", "evidence": "projection" }, { "when": "2028-2030", "event": "Commentators claim humanoids could do most physical labour", "evidence": "projection" }, { "when": "2030s", "event": "Scenario: humanoid production toward a billion a year with ~97% cost decline", "evidence": "projection" }, { "when": "2001", "event": "SUMO open-source traffic simulator started by the German Aerospace Center", "evidence": "demonstrated" }, { "when": "2014", "event": "Virtual Singapore launched (S$73M national 3D twin programme)", "evidence": "demonstrated" }, { "when": "2017", "event": "Robot vision trained only in simulation works in the real world", "evidence": "demonstrated" }, { "when": "2018", "event": "UK Gemini Principles for a national digital twin", "evidence": "proposed" }, { "when": "2020", "event": "Sidewalk Labs cancels Toronto's Quayside smart-city project", "evidence": "demonstrated" }, { "when": "2021", "event": "ISO 23247 factory digital twin framework published", "evidence": "demonstrated" }, { "when": "2022", "event": "ITU-T Y.3090 (network twins) and Y.4600 (smart-city twins) approved", "evidence": "demonstrated" }, { "when": "2023", "event": "ISO/IEC 30173 twin terminology; ITU-R M.2160 names twins as a 6G use", "evidence": "demonstrated" }, { "when": "2024", "event": "Destination Earth's first two Earth twins operational; O-RAN RAN-twin report", "evidence": "demonstrated" }, { "when": "2025", "event": "NIST security guidance for digital twins; Next G Alliance 6G twins paper", "evidence": "proposed" }, { "when": "2026", "event": "3GPP network-twin study published (Rel-19); Dubai launches emirate-wide twin", "evidence": "proposed" }, { "when": "2028-2030", "event": "Target for a 'full' Earth twin; first 6G networks could start feeding twins with sensing data", "evidence": "projection" }, { "when": "1992", "event": "Toronto starts adaptive traffic signals (SCOOT)", "evidence": "demonstrated" }, { "when": "2006", "event": "Masdar City launched as a $22B carbon-neutral city", "evidence": "demonstrated" }, { "when": "2012", "event": "Surtrac adaptive signals field test in Pittsburgh", "evidence": "demonstrated" }, { "when": "2013", "event": "Toronto adopts antenna-pole rules for streets", "evidence": "demonstrated" }, { "when": "2014", "event": "SFpark parking pilot becomes permanent", "evidence": "demonstrated" }, { "when": "2015-2025", "event": "India's Smart Cities Mission in 100 cities", "evidence": "demonstrated" }, { "when": "2019", "event": "Canada names Smart Cities Challenge winners; Toronto drops ShotSpotter", "evidence": "demonstrated" }, { "when": "2020", "event": "Sidewalk Labs quits Quayside; San Diego switches off streetlight sensors", "evidence": "demonstrated" }, { "when": "2021", "event": "Chicago audit finds about 9% of gunshot alerts yield gun-crime evidence", "evidence": "demonstrated" }, { "when": "2022", "event": "Toronto adopts Digital Infrastructure Strategic Framework; 3GPP Rel-17 RedCap frozen", "evidence": "demonstrated" }, { "when": "2023", "event": "Singapore drops large-scale lamppost sensor rollout", "evidence": "demonstrated" }, { "when": "2025", "event": "103 EU cities labelled for climate neutrality by 2030", "evidence": "demonstrated" }, { "when": "2027", "event": "Projected full cellular coverage in TTC subway tunnels", "evidence": "projection" }, { "when": "2028", "event": "Ontario target for high-speed internet in every community", "evidence": "projection" }, { "when": "2008", "event": "Sweat-duct 'helical antenna' hypothesis published", "evidence": "contested" }, { "when": "2010", "event": "Model proposes THz fields affect DNA 'breathing'; 2011 model disputes it", "evidence": "contested" }, { "when": "2011", "event": "IARC classifies RF fields as possibly carcinogenic (2B)", "evidence": "demonstrated" }, { "when": "2015", "event": "Canada's Safety Code 6 updated (3 kHz-300 GHz)", "evidence": "demonstrated" }, { "when": "2017", "event": "IEEE 802.15.3d 252-325 GHz link standard", "evidence": "demonstrated" }, { "when": "2018", "event": "CEPT channel plans for D-band and W-band fixed links", "evidence": "demonstrated" }, { "when": "2019", "event": "FCC opens 95 GHz-3 THz for experiments; WRC-19 identifies 5G mmWave and 275-450 GHz", "evidence": "demonstrated" }, { "when": "2020", "event": "ICNIRP publishes updated limits to 300 GHz", "evidence": "demonstrated" }, { "when": "2021", "event": "ARPANSA review and meta-analysis of above-6 GHz bioeffects", "evidence": "contested" }, { "when": "2023", "event": "ITU approves IMT-2030 framework; WRC-23 sets WRC-27 6G band studies", "evidence": "proposed" }, { "when": "2023-2025", "event": "WHO-commissioned systematic reviews on RF and health published", "evidence": "demonstrated" }, { "when": "2024", "event": "ITU report: IMT above 100 GHz feasible in future; IARC advisers prioritise RF re-review", "evidence": "proposed" }, { "when": "2025-2027", "event": "3GPP 6G radio study, scoped up to 52.6 GHz", "evidence": "proposed" }, { "when": "2026", "event": "Canada sets 26/38 GHz mmWave licensing framework", "evidence": "demonstrated" }, { "when": "2027", "event": "WRC-27 decides on 4.4-4.8, 7.125-8.4, 14.8-15.35 GHz", "evidence": "projection" }, { "when": "2027-2029", "event": "Candidate 6G technologies submitted to ITU", "evidence": "projection" }, { "when": "2028-2029", "event": "First 6G specs frozen (Dec 2028; protocol code Mar 2029)", "evidence": "projection" }, { "when": "2030", "event": "First commercial 6G networks expected", "evidence": "projection" }, { "when": "2030s", "event": "Possible sub-THz additions for hotspots, sensing and backhaul", "evidence": "proposed" }, { "when": "1996", "event": "Zimmerman's first intrabody communication work", "evidence": "demonstrated" }, { "when": "2012", "event": "FCC sets aside 2360-2400 MHz for medical body area networks; IEEE 802.15.6 released", "evidence": "demonstrated" }, { "when": "2020", "event": "IEEE 1906.1.1 nanoscale communication data model approved", "evidence": "demonstrated" }, { "when": "2024", "event": "IEEE/UL 2933 clinical IoT interoperability standard published", "evidence": "demonstrated" }, { "when": "2015", "event": "DARPA ElectRx selects Phase I teams for peripheral-nerve therapies", "evidence": "proposed" }, { "when": "2025", "event": "US AI Action Plan calls for fast-tracked data-centre permitting", "evidence": "proposed" }, { "when": "2025", "event": "IEEE publishes 802.11bf Wi-Fi sensing amendment", "evidence": "demonstrated" }, { "when": "2026", "event": "IEEE 802.15.6-2026 body-area-network revision published (up to 50 Mbps)", "evidence": "demonstrated" }, { "when": "2026", "event": "White House memo lets vetted firms run cyber operations against foreign criminals", "evidence": "proposed" } ], "itu": { "document": "Recommendation ITU-R M.2160-0 (11/2023), Framework and overall objectives of the future development of IMT for 2030 and beyond", "approved": "2023-11-13 (posted 2023-12-05; in force)", "url": "https://www.itu.int/rec/R-REC-M.2160-0-202311-I/en", "valuesStatus": "ITU states the ranges are 'estimated targets for research and investigation of IMT-2030', all values in a range have equal priority, they apply only to some usage scenarios and may not be reached simultaneously. They are NOT the minimum requirements; those are in a separate draft Report (20 technical performance requirements) agreed by WP 5D in Feb 2026 and due for SG 5 approval on 1 Dec 2026, with numeric values not yet public.", "overarchingAspects": [ { "name": "Sustainability", "plain": "Cut energy use and environmental impact of networks and devices over their whole life." }, { "name": "Security and resilience", "plain": "Protect data and networks from attack and keep working through outages and disasters." }, { "name": "Connecting the unconnected", "plain": "Universal, affordable access for everyone wherever they live." }, { "name": "Ubiquitous intelligence", "plain": "AI built in throughout the system to improve how it performs." } ], "usageScenarios": [ { "name": "Immersive Communication", "extends": "eMBB", "plain": "Rich, interactive video and sensory experiences: immersive XR, remote multi-sensory telepresence and holographic calls, with sound, video and other data kept in sync." }, { "name": "Hyper Reliable and Low-Latency Communication", "extends": "URLLC", "plain": "Links that almost never fail and respond almost instantly, for full factory automation, machine control, emergency services, telemedicine and power-grid monitoring." }, { "name": "Massive Communication", "extends": "mMTC", "plain": "Huge numbers of sensors and devices, including ones with no battery or very long-life batteries, for smart cities, logistics, health, energy, farming and environmental monitoring." }, { "name": "Ubiquitous Connectivity", "extends": "new", "plain": "Close the digital divide by reaching rural, remote and sparsely populated areas, partly by working with other systems such as satellites." }, { "name": "Artificial Intelligence and Communication", "extends": "new", "plain": "The network itself supports distributed computing and AI: assisted automated driving, devices collaborating for medical assistance, offloading heavy computation, and building and predicting with digital twins." }, { "name": "Integrated Sensing and Communication", "extends": "new", "plain": "The radio network also senses the world around it, estimating range, speed and angle, detecting objects and presence, and mapping, for navigation, fall and gesture detection, rain or pollution monitoring, and feeding AI, XR and digital twins." } ], "capabilities": [ { "name": "Peak data rate", "target": "50, 100, 200", "unit": "Gbit/s", "note": "Given as possible examples for specific scenarios; other values may also be considered. Ideal conditions, per device." }, { "name": "User experienced data rate", "target": "300 and 500", "unit": "Mbit/s", "note": "Possible examples; values greater than these may also be explored. Rate available ubiquitously across the coverage area." }, { "name": "Spectrum efficiency", "target": "1.5x and 3x IMT-2020", "unit": "ratio vs IMT-2020", "note": "Possible example; greater values may be explored." }, { "name": "Area traffic capacity", "target": "30 and 50", "unit": "Mbit/s/m2", "note": "Possible examples; greater values may be explored." }, { "name": "Connection density", "target": "10^6 - 10^8", "unit": "devices/km2", "note": "Research target range." }, { "name": "Mobility", "target": "500 - 1000", "unit": "km/h", "note": "Research target range; maximum speed with defined QoS and seamless handover." }, { "name": "Latency (over the air interface)", "target": "0.1 - 1", "unit": "ms", "note": "Research target range; radio-network contribution only, not end-to-end." }, { "name": "Reliability (over the air interface)", "target": "1-10^-5 to 1-10^-7", "unit": "success probability", "note": "Research target range (99.999% to 99.99999%) for delivering a set amount of data within a set time." }, { "name": "Coverage", "target": null, "unit": "cell-edge distance", "note": "Defined (cell-edge distance of a single cell via link budget) but no example value given." }, { "name": "Positioning accuracy", "target": "1 - 10", "unit": "cm", "note": "Research target range; horizontal/vertical error for connected devices." }, { "name": "Sensing-related capabilities", "target": null, "unit": "accuracy, resolution, detection rate, false-alarm rate", "note": "New capability: range/velocity/angle estimation, object detection, localization, imaging, mapping. No example value given." }, { "name": "Applicable AI-related capabilities", "target": null, "unit": "qualitative", "note": "New capability: distributed data processing, distributed learning, AI computing, model execution and inference. No value given." }, { "name": "Security and resilience", "target": null, "unit": "qualitative", "note": "New capability: confidentiality, integrity, availability; keep operating during and after natural or man-made disturbance." }, { "name": "Sustainability", "target": null, "unit": "bit/Joule (energy efficiency)", "note": "New capability: energy efficiency should improve with capacity; no numeric value given." }, { "name": "Interoperability", "target": null, "unit": "qualitative", "note": "New capability: radio interface based on member-inclusivity and transparency." } ], "timeline": "ITU plans to complete initial IMT-2030 standardization no later than 2030, supporting deployment by ITU members from 2030 onwards; introduction 'could be deployed in some countries' beginning around 2030.", "minimumRequirements2026": { "status": "Draft new Report 'Minimum requirements related to technical performance for IMT-2030 radio interface(s)' agreed by consensus in WP 5D, Feb 2026; 20 TPRs, seven new and specific to 6G (per ITU News); submitted to SG 5 (doc 5/116) for approval at a meeting on 1 Dec 2026. Restricted to ITU-R members until approved; no numeric values published.", "urls": [ "https://www.itu.int/hub/2026/03/imt-2", "https://www.itu.int/en/ITU-R/study-groups/rsg5/rwp5d/imt-2030/pages/default.aspx" ] } } }