- Reports
- Baseline Edition 2026
- Complete edition
Exponential Technology Report 2026: Robotics and Autonomous Systems
Exponential Technology
Robotics and Autonomous Systems 2026
Imprint
- Editor
- Saeed Valadbaygi, Chief Steward and Managing Editor, the Global Centre for Risk and Innovation (GCRI)
- Publisher of record
- The Global Centre for Risk and Innovation (GCRI) for the Nexus Consortium, Toronto
- Report number
- NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE
- Evidence close
- 30 September 2026, cut DC-XTECH-ROBOTICS-GLOBAL-2026-B0
- Status
- Draft under stewardship review; not yet released
- DOI and UNI
- Issued at deposit
- Licence
- CC BY 4.0 for Nexus-authored text, tables and figures; third-party material keeps its own licence
- Cite as
- Valadbaygi, S. (Ed.). (2026). Exponential Technology Report 2026: Robotics and Autonomous Systems (Baseline Edition 2026, Report No. NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE) [Draft under review]. The Global Centre for Risk and Innovation (GCRI). https://therisk.global/nexus-reports/editions/xt-03/
Contents
- Robotics and Autonomous Systems 2026
- Executive summary
Executive summary
The edition on a few pages: the abstract, the key messages, the headline finding and what each steward reads in it.
S.1Abstract
Robots matter to the Nexus programme in two ways. They are a growing physical infrastructure of industrial arms, warehouse fleets, driverless vehicles and, newly, humanoid platforms. They are also a test of whether safety rules, labour institutions and supply chains can keep pace with machines that act in the physical world. The fleet evidence is strong. The International Federation of Robotics reports more than 600,000 industrial robots installed in 2025, up 11%, and an operational stock of 5 million1. China accounted for 354,000 of the installations, 59% of the world total1. Learned control is moving fast in research: one pooled dataset combines data from 22 robot types across 21 institutions8, and a published generalist policy was trained on 800,000 trajectories from it11. Humanoid volumes are small. One analyst estimate counts about 16,000 installations in 2025, more than 80% in China13. For driverless cars, an insurance-institute study found 81% fewer injury crashes per mile than human drivers in four cities from 2021 to 20245. The rules are moving: the EU Machinery Regulation applies from 20 January 202717, and the UN adopted a global regulation for automated driving systems on 24 June 202622. The footprint is thinly measured: energy use, battery supply and field safety data are not published on a common basis. This baseline sets out what the evidence supports and where it is thin. It forecasts no deployment and ranks no country or vendor.
S.2Key messages
Six readings that frame the robotics baseline, and the eight questions this edition answers, each with its status and source.
More than 600,000 in 2025, with 5 million in operation.1
How many industrial robots are installed?Reported
China installed 59% of the 2025 total; the United States was second.1
Where are they?Reported
Research shows pooled data and shared policies; no common measure of success exists.81112
Are learned robot policies general yet?Reported
One study found fewer injury crashes per mile for one fleet in four cities.5
Are driverless cars safer than people?Reported
EU machinery rules apply from January 2027; UN vehicle rules were adopted in June 2026.1722
What do the rules say?Reported
About 16,000 in 2025 by one estimate; sources differ.1327
How many humanoids are shipped?Reported
Magnet export licensing affected a humanoid programme in 2025.21
Is the supply base exposed?Reported
Humanoid pilots in workplaces ahead of a published safety standard. SCN-XT03-HUM-01
What will 2027 test first?Expert input
S.3Headline finding
ReportedEQL 5NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-001
The IFR reports more than 600,000 industrial robots installed in 2025, up 11%, and an operational stock of 5 million, up 9%.
| Item | Bar, scaled to the largest value | Value |
|---|---|---|
| 2024 | 542 | |
| 2025, floor (more than 600) | 600 |
Sources: International Federation of Robotics12. The 2025 bar shows the stated floor of 600,000.
Industrial robots are an established infrastructure. The 2025 installations exceeded the 575,000 that the IFR forecast a year earlier, method (1)12. China installed 354,000, and Chinese suppliers held 55% of their home market1. The stock grew 9% by the IFR, while the rounded figures of 5 million and 4.66 million imply about 7%, method (4), a difference probably due to rounding or revision.
S.4At a glance
S.5What each steward reads in it
GCRI · KEY T
Technical Truth
The evidence supports reading robotics as installed infrastructure and as a test of institutions.
GRF · KEY M
Public Meaning
For most people the robot story arrives as a video of a humanoid, a driverless car in the street or a warehouse headline.
GRA · KEY F
Capital Meaning
Readiness implications only. Company statements describe fleets and plans, independent evidence is thin, and labour adjustment costs fall locally.
NEXUS
Synthesis
Robotics is well described by fleet statistics and thinly measured as a system.
S.6What this edition is, and is not
What this edition is
A baseline: the 2026 state of robotics and autonomous systems as infrastructure and the couplings through which it carries risk into other systems. It synthesises published evidence and ranks no country, company or asset.
What it is not
Not a forecast of robot deployment, a technology ranking, an endorsement of any vendor or an assessment of any programme. Safety rules, export controls and weapons policy are decisions of competent authorities.
What comes next
National, regional and sector evidence feeds the 2027 robotics edition through the federation. Each edition reports what changed against this baseline: observations, source revisions, method changes, scenario updates and corrections.
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 12Li, C. et al., BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation, arXiv:2403.09227, submitted 14 March 2024 (abstract page; 1,000 activities, 50 scenes). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 18United Nations General Assembly, resolution A/RES/80/57, Lethal autonomous weapons systems, adopted 1 December 2025 (164 in favour, 6 against, 7 abstentions), vote record page. United Nations, New York. Observation year 2025. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 1
Robots are infrastructure and a test of institutions
Part I describes systems and their couplings. It ranks no country or operator and assesses no authority.
1.1The questions this part answers
Key questions
- Where is robotics risk concentrated?
- Which couplings carry robotics shocks into other systems?
- Which robotics capabilities hold under compound stress?
- What must 2027 evidence measure first?
In this part
- Narrative
- Headline finding
- Lead figure
- Five footprint and governance chapters
- Twelve-domain reading
- Sector screens
- Dependency matrix
- Risk objects
- Capability ladder
- Scenario
- Three lenses
- Portfolio
1.2The argument
Robotics is usually discussed as a technology race. The 2026 evidence reads it as two things at once: a physical fleet that is already large and concentrated, and a test of whether safety rules, labour institutions and supply chains keep pace with machines that act in the physical world11721.
The fleet evidence is strong. The IFR reports more than 600,000 industrial robots installed in 2025 and 5 million in operation1. The installations are concentrated: China accounts for 59% of them1. Density per manufacturing worker is highest in South Korea at 1,220 per 10,000 employees, and the global average is 1323.
Learned control is the fast-moving part. Pooled data from 22 robot types and shared policies are published811, and company papers report generalist models710. A household benchmark of 1,000 activities states that long-horizon tasks remain hard for current methods12. Humanoid volumes are small, and estimates differ1327.
The rules are arriving unevenly. EU machinery rules apply from January 202717, UN vehicle regulations were adopted in June 202622, and a UN vote on autonomous weapons passed with 164 votes in favour18. Energy use, battery supply and field safety data are the least measured parts.
The 2025 installations were at least about 4% above the forecast the IFR published a year earlier. A single forecast miss shows nothing about later years12.
| Item | Bar, scaled to the largest value | Value |
|---|---|---|
| 2025 forecast made in 2025 | 575 | |
| 2025 installations, floor of the reported total | 600 |
Source: as cited in the note to this figure. Year 2025.
Figure ID FIG-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-01-003
1.3Twenty couplings between five systems
The robotics-centred matrix types the twenty couplings between the five core systems, read for their robotics content. Strengths are Nexus estimates (ESTIMATED) from the cited evidence and analogue events; they set the graph that 2027 evidence will test.
Each line is one coupling from one system to another, drawn by the strength the edition assigns. Strengths are Nexus estimates from the cited evidence and analogue events.
- Strong
- Moderate
- Weak
Source: this edition’s coupling matrix (Table 1.1); status Estimated.
| From, to | WAT | ENE | FOO | HLT | BIO |
|---|---|---|---|---|---|
| WAT Water | · | WEAK no documented link | WEAK no documented link | WEAK no documented link | WEAK no documented link |
| ENE Energy | WEAK no documented link | · | WEAK no documented link | WEAK powered medical devices, undocumented | WEAK no documented link |
| FOO Food | WEAK no documented link | WEAK no documented link | · | WEAK no documented link | WEAK no documented link |
| HLT Health | WEAK no documented link | WEAK no documented link | WEAK no documented link | · | WEAK no documented link |
| BIO Biodiversity | WEAK no documented link | WEAK no documented link | WEAK no documented link | WEAK no documented link | · |
| Strength: strong, moderate or weak; a Nexus estimate (status Estimated) from cited evidence and analogue events. The scale is defined in Annex A. | |||||
Transmission paths
- 01
TRD → MIN → INF
Magnet export licensing slows actuator supply for robots.
Reported 2025 licensing and a humanoid programme21
- 02
AIC → INF
Learned control widens the tasks robots can attempt.
- 03
INF → FIN
Fleet scale shifts labour demand in exposed local markets.
Inferred US labour-market study, 1990 to 200720
- 04
ENE → INF
Facility power and battery supply constrain fleet growth.
Expert input no figure bound
- 05
GOV → INF
Safety rules set when machines may be placed on the market.
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 7Brohan, A. et al., RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control, arXiv:2307.15818, submitted 28 July 2023 (company authors; 6,000 evaluation trials). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03.back
- 12Li, C. et al., BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation, arXiv:2403.09227, submitted 14 March 2024 (abstract page; 1,000 activities, 50 scenes). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 18United Nations General Assembly, resolution A/RES/80/57, Lethal autonomous weapons systems, adopted 1 December 2025 (164 in favour, 6 against, 7 abstentions), vote record page. United Nations, New York. Observation year 2025. Accessed 2026-11-03.back
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 2
Key findings
Twelve findings carry the robotics baseline. They are grouped by coupling and never ranked. Each resolves to its source or, where Nexus analysis is involved, to its stated method.
2.1Headline finding
ReportedEQL 5NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-001
The IFR reports more than 600,000 industrial robots installed in 2025, up 11%, and an operational stock of 5 million, up 9%.
| Item | Bar, scaled to the largest value | Value |
|---|---|---|
| 2024 | 542 | |
| 2025, floor (more than 600) | 600 |
Sources: International Federation of Robotics12. The 2025 bar shows the stated floor of 600,000.
Implication
Industrial robots are an established infrastructure. The 2025 installations exceeded the 575,000 that the IFR forecast a year earlier, method (1)12. China installed 354,000, and Chinese suppliers held 55% of their home market1. The stock grew 9% by the IFR, while the rounded figures of 5 million and 4.66 million imply about 7%, method (4), a difference probably due to rounding or revision.
What would move it
The IFR forecast of 655,000 for 2026 and 806,000 for 20291, national releases and service robot statistics would each move this finding.
2.2Infrastructure
ReportedEQL 5NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-001
The IFR reports more than 600,000 industrial robots installed in 2025, up 11%, and an operational stock of 5 million, up 9%; China installed 354,000, 59% of the world total.12
ReportedEQL 5NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-002
The IFR reports 2024 robot density of 1,220 robots per 10,000 manufacturing employees in South Korea and 818 in Singapore, against a global average of 132 and 166 in China.3
ReportedEQL 2NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-005
One analyst estimate counts about 16,000 humanoid robot installations in 2025, more than 80% in China; a second analyst estimate is lower and company claims differ.132728
ReportedEQL 2NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-006
Amazon states that it has deployed its one millionth robot across more than 300 facilities and projects a 10% gain in fleet travel time from a new coordination model; both are company statements.14
ReportedEQL 4NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-INF-007
An insurance-institute study of about 50 million driverless miles found 68% lower crash involvement and 81% fewer injury crashes per mile than human drivers in four US cities, 2021 to 2024; the operator reports larger reductions in its own analysis.456
2.3AIC
ReportedEQL 4NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-AIC-003
An open dataset pools data from 22 robot types across 21 institutions, and a published generalist policy was trained on 800,000 trajectories from it.811
ReportedEQL 2NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-AIC-004
A company paper reports that a robot foundation model can learn new short-horizon tasks from as few as 100 demonstrations; the result is vendor-authored and not independently reproduced.10
2.4Governance
ReportedEQL 4NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-GOV-008
The EU Machinery Regulation replaces the Machinery Directive and applies from 20 January 2027; the EU AI Act applies to AI-based safety components of products such as surgical robots.161735
ReportedEQL 3NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-GOV-009
The UN body for vehicle regulations adopted a global technical regulation and a UN regulation for automated driving systems on 24 June 2026, covering driverless systems built on a safety case.2223
ReportedEQL 5NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-GOV-010
The UN General Assembly adopted resolution A/RES/80/57 on lethal autonomous weapons systems on 1 December 2025 by 164 votes to 6, with 7 abstentions.1819
2.5Minerals
ReportedEQL 3NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-MIN-011
China imposed licensing on seven rare earth elements and magnets in April 2025, and Tesla said its humanoid robot programme was affected because arm actuators use permanent magnets.2141
2.6Systemic
Expert inputEQL 2NRF-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-SYS-012
The leading compound pathway for 2027 testing is humanoid pilots entering workplaces before a published safety standard exists, while magnet supply and labour effects are unmeasured. § scenario
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03.back
- 28UNVERIFIED, not opened: Unitree company claim of more than 5,500 humanoid robots shipped in 2025, taken from a search summary of a news report. Company claim, weak evidence. Observation year 2025. Accessed 2026-11-03.back
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03.back
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 6Kusano, K.D. et al., Comparison of Waymo Rider-Only Crash Data to Human Benchmarks at 7.1 Million Miles, arXiv:2312.12675, submitted 20 December 2023, revised 24 October 2024 (authors employed by the operator). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03.back
- 16European Commission (ed.), AI Act, regulatory framework page (entered into force 1 August 2024; high-risk dates revised by an omnibus in force 27 July 2026; AI-based safety components of products such as surgical robots treated as high-risk). Directorate-General for Communications Networks, Content and Technology, Brussels. Observation year 2026. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 35UNVERIFIED, not opened: Regulation (EU) 2023/1230 of the European Parliament and of the Council of 14 June 2023 on machinery, Official Journal of the European Union; the official page returned no content, summary read through the EU-OSHA page. Observation year 2023. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 23Bennett Jones (ed.), First Global Regulatory Framework For Autonomous Vehicles (law-firm blog, August 2026; GTR No. 26 and UN Regulation No. 185; SAE levels 3 to 5; legal status of each). Secondary legal commentary, weak evidence. Bennett Jones, Toronto. Observation year 2026. Accessed 2026-11-03.back
- 18United Nations General Assembly, resolution A/RES/80/57, Lethal autonomous weapons systems, adopted 1 December 2025 (164 in favour, 6 against, 7 abstentions), vote record page. United Nations, New York. Observation year 2025. Accessed 2026-11-03.back
- 19International Committee of the Red Cross (ed.), ICRC position on autonomous weapon systems (Geneva, 12 May 2021; recommends prohibiting unpredictable systems and systems that target people, and regulating the rest). ICRC, Geneva. Observation year 2021. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 41UNVERIFIED, not opened: Ministry of Commerce of the People’s Republic of China (ed.), announcement of export controls on seven rare earth elements and related magnets, April 2025, taken from a search summary. MOFCOM, Beijing. Observation year 2025. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 3
Systems and sectors at baseline
3.1Where each system stood at evidence close
INF · Fleets
Industrial robots installed in 2025
>600thousand11% above 2024.
Reported2025IFR1
INF · Stock
Operational stock of industrial robots
5millionup 9% on the year.
Reported2025IFR1
TRD · Concentration
China share of installations
59%354,000 units; suppliers from China held 55% of their home market.
Reported2025IFR1
INF · Density
Robots per 10,000 manufacturing employees, highest reported
1,220robotsSouth Korea; the global average is 132.
Reported2024IFR3
AIC · Learned control
Robot types in the pooled open dataset
22robot typesfrom 21 institutions; a research result.
Reported2023preprint8
SYS · Cross-system
Humanoid robot installations, analyst estimate
≈16thousandover 80% in China; estimates differ by source.
Reported2025Counterpoint13
3.2Domain posture
Each of the twelve coupled domains is read through robotics, in words, not scored. The coupling column names the dependency that carries robotics risk into each domain.
| Domain | Posture at baseline | Coupling | Status |
|---|---|---|---|
| WAT | No documented coupling at baseline; cooling and washdown use of robot facilities is not evidenced here. | none documented | Expert input EQL 1 |
| ENE | Energy and battery demand of fleets is unpublished; warehouse and factory loads are not bound. | ENE ↔ INF | Expert input EQL 1 |
| FOO | No documented coupling at baseline; agricultural and food robots are not evidenced here. | none documented | Expert input EQL 1 |
| HLT | Surgical robots are in wide use by one vendor filing; no figure is bound from an opened source. | INF → HLT | Expert input EQL 1 |
| BIO | No documented coupling at baseline. | none documented | Expert input EQL 1 |
| CLI | Footprint at scale is not bound; no figure for robot-related emissions was read. | none documented | Expert input EQL 1 |
| INF | The core system: 5 million industrial robots in operation, driverless vehicles in service, humanoid pilots. | the core system | Reported EQL 5 |
| FIN | Company statements on fleets and production plans; no investment totals bound. | FIN → INF | Reported EQL 2 |
| DAT | Pooled robot datasets exist; safety and incident data are not consolidated. | INF ↔ DAT | Reported EQL 3 |
| AIC | Learned control: generalist policies in research, a household benchmark that remains hard. | AIC → INF | Reported EQL 4 |
| MIN | Rare earth magnet licensing affected a humanoid programme in 2025. | MIN → INF | Reported EQL 3 |
| TRD | Installations are concentrated in China, and export controls shape magnet access. | INF ↔ TRD | Reported EQL 4 |
3.3Sector screens
All sixteen sectors are screened for their dependence on robotics, on the same grammar as every national edition. The evidence column describes coverage of the baseline evidence, not the performance of the sector.
| Code | Sector | Baseline evidence | Exposure to watch | Evidence coverage |
|---|---|---|---|---|
| GS-00 | Cross-system | robots couple to energy, minerals and labour | pilot deployments before standards | THIN |
| GS-01 | Water | no documented coupling | none documented | THIN |
| GS-02 | Energy | fleet energy demand unpublished | load from large facilities | THIN |
| GS-03 | Food | no documented coupling | none documented | THIN |
| GS-04 | Health | surgical robots not evidenced from opened sources | safety of medical robots | THIN |
| GS-05 | Finance | company fleet statements14 | labour adjustment cost | THIN |
| GS-06 | Development | access to automation and skills | widening gaps | THIN |
| GS-07 | Climate | footprint at scale not bound | energy demand | THIN |
| GS-08 | Disaster | no documented coupling | none documented | THIN |
| GS-09 | Infrastructure | warehouse fleets and driverless vehicles414 | single-operator dependence | PARTIAL |
| GS-10 | Cities | driverless vehicles in four US cities5 | street-level safety data | PARTIAL |
| GS-11 | Biodiversity | no documented coupling | none documented | THIN |
| GS-12 | Earth observation | drone rules under review25 | airspace integration | THIN |
| GS-13 | Cyber and digital | cybersecurity named in the new robot safety standard31 | connected fleets | THIN |
| GS-14 | Policy | EU machinery rules and UN vehicle regulation1722 | divergent national rules | GOOD |
| GS-15 | Science | preprints on learned control7891011 | common benchmarks | PARTIAL |
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03.back
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 25UAV Coach (ed.), FAA Says Part 108 Is on the 10-Yard Line, but the BVLOS Rule Is Still Stuck at the White House (article of 16 September 2026; final rule sent to OIRA on 10 July 2026; FAA hopes to publish before the end of 2026). Trade press, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 31UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 10218-1:2025 Robots and robotic devices, safety requirements for industrial robots, Part 1 (third edition, published 5 February 2025), taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 7Brohan, A. et al., RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control, arXiv:2307.15818, submitted 28 July 2023 (company authors; 6,000 evaluation trials). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 9Black, K. et al., pi0: A Vision-Language-Action Flow Model for General Robot Control, arXiv:2410.24164, submitted 31 October 2024, revised 8 January 2026 (company preprint). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 4
Risks and capability
Four robotics risk objects open the portfolio. Order carries no rank. Each is read across driver, exposure, vulnerability, capacity, cascade and consequence.
4.1Risk objects
Each risk is read across the chain from hazard to consequence, with its status and evidence-quality level.
InferredEQL 3RSK-XT03-GOV-001
Rules lag deployment
- Driver
- humanoid and mobile platforms entering workplaces ahead of finished standards1532
- Exposure
- workers in factories and warehouses; the public near driverless vehicles
- Vulnerability
- draft standards; rules that differ between jurisdictions
- Capacity
- machinery rules, vehicle regulation and robot safety standards172231
- Cascade
- GOV → INF, FIN
- Horizon
- 1 to 5 years
InferredEQL 3RSK-XT03-MIN-002
Magnet and actuator supply chokepoint
Expert inputEQL 2RSK-XT03-INF-003
Thin field safety evidence
InferredEQL 2RSK-XT03-FIN-004
Local labour adjustment
- Driver
- rising fleets in concentrated markets120
- Exposure
- workers in routine manufacturing and logistics roles
- Vulnerability
- regions with one dominant employer or sector
- Capacity
- skills programmes; social protection; none bound here
- Cascade
- FIN → HLT, DAT
- Horizon
- 5 to 10 years
4.2Capability ladder
Existence is not readiness. Each of the fifteen capability functions is placed on the ladder by the strongest public evidence for robotics at the global level.
| Function | Rung | Level | Strongest public evidence at baseline |
|---|---|---|---|
| Prevention and mitigation | EXISTS | robot safety standards and machinery rules published3135 | |
| Monitoring and observation | LISTED | no common tracker of robot incidents outside road vehicles30 | |
| Early warning | LISTED | not consolidated across sectors | |
| Preparedness and planning | EXISTS | EU machinery timetable and UN vehicle regulation1722 | |
| Redundancy and reserves | LISTED | magnet and actuator stocks are not documented41 | |
| Response | LISTED | no tested response to a fleet-wide fault | |
| Continuity of critical services | LISTED | dependence of logistics on fleets not reported | |
| Recovery | LISTED | not applicable at baseline; no event to recover from | |
| Adaptation | LISTED | rules for learning systems are still being written1636 | |
| Social protection | LISTED | not bound here | |
| Finance and insurance | LISTED | an insurance-institute study exists for road vehicles5 | |
| Institutional coordination | EXISTS | standards bodies and the UN vehicle forum223132 | |
| Technical infrastructure | EXISTS | large installed fleets and driverless services14 | |
| Workforce | LISTED | no recent figure bound | |
| Research capacity | ADEQUATE | strong preprint base on learned control789101112 | |
| A capability listed in policy is not a tested one; each rung is the strongest public evidence at baseline. | |||
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 15Engadget (ed.), Boston Dynamics unveils production-ready version of Atlas robot at CES 2026 (report of 8 January 2026; first customers Hyundai and Google DeepMind; Hyundai plans car-plant use from 2028). Trade press reporting a company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 32UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 25785-1, safety requirements for industrial mobile robots with actively controlled stability, Part 1: Robots, committee draft in preparation, taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 31UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 10218-1:2025 Robots and robotic devices, safety requirements for industrial robots, Part 1 (third edition, published 5 February 2025), taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 41UNVERIFIED, not opened: Ministry of Commerce of the People’s Republic of China (ed.), announcement of export controls on seven rare earth elements and related magnets, April 2025, taken from a search summary. MOFCOM, Beijing. Observation year 2025. Accessed 2026-11-03.back
- 39UNVERIFIED, not opened: IEA (ed.), Global Critical Minerals Outlook 2026, the page returned an access error; no figure used. International Energy Agency, Paris. Observation year 2026. Accessed 2026-11-03.back
- 40UNVERIFIED, not opened: US Geological Survey (ed.), Mineral Commodity Summaries 2026, rare earths, the file returned an access error; no figure used. USGS, Reston. Observation year 2026. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 30UNVERIFIED, not opened: National Highway Traffic Safety Administration (ed.), Standing General Order 2021-01 on crash reporting, Third Amended order of 24 April 2025, taken from a search summary; the agency page returned an access error. NHTSA, Washington. Observation year 2025. Accessed 2026-11-03.back
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03.back
- 35UNVERIFIED, not opened: Regulation (EU) 2023/1230 of the European Parliament and of the Council of 14 June 2023 on machinery, Official Journal of the European Union; the official page returned no content, summary read through the EU-OSHA page. Observation year 2023. Accessed 2026-11-03.back
- 16European Commission (ed.), AI Act, regulatory framework page (entered into force 1 August 2024; high-risk dates revised by an omnibus in force 27 July 2026; AI-based safety components of products such as surgical robots treated as high-risk). Directorate-General for Communications Networks, Content and Technology, Brussels. Observation year 2026. Accessed 2026-11-03.back
- 36UNVERIFIED, not opened: Regulation (EU) 2024/1689 of the European Parliament and of the Council laying down harmonised rules on artificial intelligence, Official Journal of the European Union, 2024, cited from memory; summary read through the Commission page. Observation year 2024. Accessed 2026-11-03.back
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03.back
- 7Brohan, A. et al., RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control, arXiv:2307.15818, submitted 28 July 2023 (company authors; 6,000 evaluation trials). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 9Black, K. et al., pi0: A Vision-Language-Action Flow Model for General Robot Control, arXiv:2410.24164, submitted 31 October 2024, revised 8 January 2026 (company preprint). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 12Li, C. et al., BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation, arXiv:2403.09227, submitted 14 March 2024 (abstract page; 1,000 activities, 50 scenes). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 5
Humanoid pilots meet a missing safety standard
A conditional statement under stated assumptions, never a prediction.
5.1Assumptions
Scenario SCN-XT03-HUM-01: what is assumed, and what is held constant.
- Baseline
- the 2026 reference state in this edition
- Drivers
- humanoid platforms enter workplaces for pilot tasks while the draft standard for dynamically stable robots is not published
- Analogues
- company plans for deployment from 2028; the 2025 magnet licensing episode1521
- Interventions
- none modelled: the specification describes the unmitigated case
- Run state
- narrative specification; quantified run scheduled for 2027
5.2The cascade, step by step
- 1
INF → GOV
pilots begin under general machinery rules
2026
- 2
MIN → INF
actuator supply tightens as magnet licences slow
2025
- 3
GOV → INF
a draft standard is finished and operators adapt
2026
- 4
INF → DAT
incident records differ by site and operator
2026
- 5
INF → FIN
local labour effects appear in pilot regions
2026
- 6
FIN → GOV
regulators ask for common reporting
2026
5.3The scenario as a table of steps
How the shock in scenario SCN-XT03-HUM-01 would travel through Robotics and Autonomous Systems‘s coupled systems, step by step, under the assumptions the edition states.
| Step | What happens | Source |
|---|---|---|
| 01 Infrastructure to governance | Pilots begin under general machinery rules. Analogue or source: 2026. | Edition XT-03, scenario SCN-XT03-HUM-01, step 1 |
| 02 Minerals to infrastructure | Actuator supply tightens as magnet licences slow. Analogue or source: 2025. | Edition XT-03, scenario SCN-XT03-HUM-01, step 2 |
| 03 Governance to infrastructure | A draft standard is finished and operators adapt. Analogue or source: 2026. | Edition XT-03, scenario SCN-XT03-HUM-01, step 3 |
| 04 Infrastructure to dat | Incident records differ by site and operator. Analogue or source: 2026. | Edition XT-03, scenario SCN-XT03-HUM-01, step 4 |
| 05 Infrastructure to finance | Local labour effects appear in pilot regions. Analogue or source: 2026. | Edition XT-03, scenario SCN-XT03-HUM-01, step 5 |
| 06 Finance to governance | Regulators ask for common reporting. Analogue or source: 2026. | Edition XT-03, scenario SCN-XT03-HUM-01, step 6 |
A teaching model of a conditional scenario under the edition’s stated assumptions: not a forecast, not a prediction and not a warning. Sources: Robotics and Autonomous Systems 2026, scenario SCN-XT03-HUM-01 (2026); Robotics and Autonomous Systems 2026, references (NR-CIT-1) (2026).
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 15Engadget (ed.), Boston Dynamics unveils production-ready version of Atlas robot at CES 2026 (report of 8 January 2026; first customers Hyundai and Google DeepMind; Hyundai plans car-plant use from 2028). Trade press reporting a company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 6
Readings from the other desks
The robotics baseline is read through each steward’s lens, then once as a whole. Each lens is a projection of reviewed findings, not a separate argument. The other desks’ own editions of this subject are listed first, as cross-references, not copies.
6.1The other desks’ editions of this subject
Federation: each desk writes its own edition for the subjects in its remit. Until a desk releases, its edition shows its frame and the reading this edition printed for it.
| Desk | Edition | State | Identifier |
|---|---|---|---|
| GCRI Systems Evidence | No edition of this subject at this desk in the 2026 Baseline cycle | Not in this cycle | |
| GRF Public Deliberation | Outside this desk’s remit | Not in remit | |
| GRA Capital Readiness | Outside this desk’s remit | Not in remit | |
| Standards Progress | No edition of this subject at this desk in the 2026 Baseline cycle | Not in this cycle | |
| Academy Capability | No edition of this subject at this desk in the 2026 Baseline cycle | Not in this cycle | |
| Index Measurement | Outside this desk’s remit | Not in remit |
6.2Three lenses
One edition, read by each steward. The lens of this site comes first.
GCRI · KEY T
Technical Truth
The evidence supports reading robotics as installed infrastructure and as a test of institutions. Fleets are large and concentrated, learned control is moving in research, and field safety and energy footprints are thinly measured. Evidence is strongest for fleet statistics and weakest for humanoid volumes and workforce effects.
INF-001 · INF-002 · INF-007 · SYS-012
GRF · KEY M
Public Meaning
For most people the robot story arrives as a video of a humanoid, a driverless car in the street or a warehouse headline. The baseline asks that public debate separate research results, company claims and independent studies.
INF-005 · INF-006 · INF-007
GRA · KEY F
Capital Meaning
Readiness implications only. Company statements describe fleets and plans, independent evidence is thin, and labour adjustment costs fall locally20. These show where finance-readiness evidence will matter. Nothing here is advice, a rating or an approval.
INF-006 · INF-007
NEXUS
Synthesis
Robotics is well described by fleet statistics and thinly measured as a system. The 2027 programme should bind field safety data, publish a comparable energy footprint and test the humanoid pilot pathway before standards arrive.
SYS-012 · R-01 · R-03
6.3Standards, Academy and steward contributions
How the Nexus Standards drafts, the Risk Academy and the three stewards feed each quarterly edition for robotics. The standards are a preparatory working draft (2026) and are cited as drafts, never as adopted standards.
| Quarter | Edition | Question | Boundary |
|---|---|---|---|
| Q1 | State and Agenda | What matters this year, and what is the starting position? | observed baseline stays distinct from planned work |
| Q2 | Evidence and Build | What new evidence and capability exist? | a configured capability is not a validated result |
| Q3 | Stress Test and Readiness | What do scenarios and tests show? | simulated loss or performance is not observed impact |
| Q4 | Annual Synthesis and Renewal | What changed in the year, and what renews? | release follows review, not event publicity deadlines |
| Steward or body | Role | Contribution route |
|---|---|---|
| GCRI Canada | Lead Institution and Consortium Secretariat; publisher of record; technical truth (key T) | science and practice communities · GCRI gateway |
| The Global Risks Forum (GRF) | leadership, dialogue and the Universe programme; public meaning (key M) | policy, Universe and national adoption · GRF gateway |
| The Global Risks Alliance (GRA) | finance, insurance and development readiness; capital meaning (key F) | finance and insurance · GRA gateway |
| Nexus Standards | preparatory drafts on vocabulary, hazards, indicators and methods | Standards site · working groups HAZ, IND, MTH, FIN, AI |
| Risk Academy | learning pathways tied to the agenda questions | Academy gateway · learning by review |
| Nexus Standards and Academy | technology chapter inputs: GCRI evidence, NXS standards, RA capability | technology editorial board |
Standards drafts used in this edition
- Risk vocabulary NRS-C1 (424 terms) for terms in the glossary
- Hazard atlas NHS-1 1.1.0 (905 hazards in 120 families) for risk objects
- Seven risk classes: global, catastrophic, existential, emerging, planetary, exponential, frontier-tech
Standards calendar to watch
- Founding calls from 20 October 2026; working groups meet from 5 November 2026
- Inaugural Global Standards Council session, 12 January 2027
- Quarterly reviews in March, June, September and December, aligned with each edition
6.4GCRI reading: the model card
GCRI’s reading of this edition is its model card: what the national model is, what it computes and where it stops. It is printed in full in Annex A, with the methods it belongs to. Annex A, methodology
6.5Global Risks Forum reading: editorial essays
Four signed essays by the Reports editorial team set out the positions this edition takes. They are interpretation, labelled as such; the evidence they draw on is in the findings register.
Robotics is a large installed fleet and a test for rules and institutions. The first is measured by industry statistics; the second is only starting to be measured. Keeping them apart avoids both hype and complacency.
EDITORIAL ESSAY · 01
Two stories, one technology
A preprint, a company statement and an independent study carry different weight. This edition labels each and asks for a common basis before learned-control results are compared.
EDITORIAL ESSAY · 02
Separate results, claims and studies
Energy, batteries, magnets and actuators are rarely counted. A published footprint would show whether scale is limited by physics, supply or money.
EDITORIAL ESSAY · 03
The footprint is the blind spot
Standards for the robot, the cell and the vehicle exist or are due. Standards for legged and humanoid platforms are still in draft, and field data are thin.
EDITORIAL ESSAY · 04
Safety rules arrive after the machines
6.6Global Risks Alliance reading: 2027 robotics readiness pack
The registers that open the 2027 global cycle. At baseline each is initialised from this edition.
| Item | Register | State at baseline | First 2027 entry |
|---|---|---|---|
| E1 | Robotics risk state delta | baseline set by this edition | changes against the baseline |
| E2 | WEFH+B state delta | five global system readings set | indicator updates and freshness |
| E3 | Agenda and Portfolio movement | eight agenda items · 6 proposed objects | admission decisions |
| E4 | Federation delivery register | national chapters in preparation | national chapters |
| E5 | Consortium capability register | national consortia forming | first contributions |
| E6 | Leadership questions and challenges | none yet | first challenge log |
| E7 | Foundry technical state | national environments prepared | first federation cut |
| E8 | Publication candidates | twelve findings carried forward | PUBLISH · HOLD dispositions |
| E9 | Universe readiness | one candidate mission | admission and role spine |
| E10 | Correction register | none | first federation-wide cycle |
Publication dispositions
- Publish
- Hold
- Needs evidence
- Restricted
- Superseded
6.7Nexus Standards reading: standards and regulatory watch
Instruments and published guidance that shape the systems in this edition, by status on the retrieval date. The edition assesses no one’s compliance.
- IN FORCE
- PUBLISHED
- DRAFT
- PUBLISHED · VOLUNTARY
| Instrument | Body | Scope | Status | Relevance |
|---|---|---|---|---|
| ISO 10218-1:2025 robot safety31 | ISO | global | PUBLISHED 2025 | industrial robot requirements |
| ISO 13482 personal care robots33 | ISO | global | PUBLISHED · VOLUNTARY | non-industrial mobile robots |
| ISO 3691-4 driverless industrial trucks34 | ISO | global | PUBLISHED · VOLUNTARY | driverless trucks |
| ISO 25785-1 dynamically stable mobile robots32 | ISO | global | DRAFT | legged and humanoid platforms |
| EU Machinery Regulation 2023/12301735 | European Union | EU | APPLIES FROM JANUARY 2027 | machinery placed on the market |
| EU AI Act 2024/16891636 | European Union | EU | IN FORCE · PHASED | AI-based safety components |
| UN GTR 26 and UN Regulation 1852223 | UNECE WP.29 | global | ADOPTED 2026 | automated driving systems |
| NHTSA Standing General Order30 | US DOT NHTSA | US | IN FORCE | crash reporting |
| DoD Directive 3000.092438 | US Department of Defense | US | IN FORCE | autonomy in weapon systems |
| FAA beyond visual line of sight rule2537 | FAA | US | DRAFT | drone operations |
Changed since 2024
6.8Risk Academy reading: literature and evidence review, science and assessments
The review behind this edition covers robotics assessments, peer-reviewed science and the institutional reports that bind its findings. Systematic reviews for each agenda item begin in 2027.
Review protocol
- Question
- What does the published evidence establish about robotics and autonomous systems as infrastructure and its couplings?
- Sources searched
- preprints and journals; industry federation and agencies; standards and regulations; supply and labour analyses
- Window
- releases available at evidence close, 30 September 2026
- Selection
- sources that bind or contextualise a finding in this edition
- Next step
- systematic reviews for agenda items 01 to 05 in 2027
| Reference | Type | Year | Role | Used for |
|---|---|---|---|---|
| Brohan et al.7 | preprint | 2023 | context | vision-language-action models |
| Open X-Embodiment collaboration8 | preprint | 2023 | supports | pooled robot data |
| Black et al.9 | preprint | 2024 | context | generalist policy |
| Gemini Robotics team10 | preprint | 2025 | context | company model |
| Octo Model Team11 | preprint | 2024 | supports | open generalist policy |
| Li et al.12 | preprint | 2024 | supports | household benchmark |
| Kusano et al.6 | preprint | 2023 | context | road vehicle crash comparison |
| Reference | Issuer | Year | Role | Used for |
|---|---|---|---|---|
| Acemoglu and Restrepo20 | working paper | 2017 | supports | labour effects |
| Autor43 | journal article | 2015 | context | automation and jobs |
| Frey and Osborne44 | journal article | 2017 | context | exposure of occupations |
| Reference | Issuer | Year | Role | Used for |
|---|---|---|---|---|
| IFR World Robotics 2026 release1 | International Federation of Robotics | 2026 | supports | installations and stock |
| IFR World Robotics 2025 release2 | International Federation of Robotics | 2025 | supports | earlier installations |
| IFR robot density release3 | International Federation of Robotics | 2026 | supports | density |
| IIHS study5 | Insurance Institute for Highway Safety | 2026 | supports | road vehicle safety |
| Machinery Regulation page17 | EU-OSHA | 2025 | supports | application date |
| Reference | Issuer | Year | Role | Used for |
|---|---|---|---|---|
| Humanoid installations13 | Counterpoint Research | 2026 | context | analyst estimate |
| Amazon robot announcement14 | Amazon | 2025 | context | company statement |
| Atlas production report15 | trade press | 2026 | context | company plan |
| Rare earth controls21 | Adamas Intelligence | 2025 | context | magnet supply |
| AI Index page26 | Stanford HAI | 2026 | context | field overview |
Where the evidence agrees
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03.back
- 31UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 10218-1:2025 Robots and robotic devices, safety requirements for industrial robots, Part 1 (third edition, published 5 February 2025), taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 33UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 13482:2014 Robots and robotic devices, safety requirements for personal care robots, cited from memory. ISO, Geneva. Observation year 2014. Accessed 2026-11-03.back
- 34UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 3691-4 Industrial trucks, safety requirements and verification, Part 4: Driverless industrial trucks and their systems, cited from memory. ISO, Geneva. Observation year 2023. Accessed 2026-11-03.back
- 32UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 25785-1, safety requirements for industrial mobile robots with actively controlled stability, Part 1: Robots, committee draft in preparation, taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 35UNVERIFIED, not opened: Regulation (EU) 2023/1230 of the European Parliament and of the Council of 14 June 2023 on machinery, Official Journal of the European Union; the official page returned no content, summary read through the EU-OSHA page. Observation year 2023. Accessed 2026-11-03.back
- 16European Commission (ed.), AI Act, regulatory framework page (entered into force 1 August 2024; high-risk dates revised by an omnibus in force 27 July 2026; AI-based safety components of products such as surgical robots treated as high-risk). Directorate-General for Communications Networks, Content and Technology, Brussels. Observation year 2026. Accessed 2026-11-03.back
- 36UNVERIFIED, not opened: Regulation (EU) 2024/1689 of the European Parliament and of the Council laying down harmonised rules on artificial intelligence, Official Journal of the European Union, 2024, cited from memory; summary read through the Commission page. Observation year 2024. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 23Bennett Jones (ed.), First Global Regulatory Framework For Autonomous Vehicles (law-firm blog, August 2026; GTR No. 26 and UN Regulation No. 185; SAE levels 3 to 5; legal status of each). Secondary legal commentary, weak evidence. Bennett Jones, Toronto. Observation year 2026. Accessed 2026-11-03.back
- 30UNVERIFIED, not opened: National Highway Traffic Safety Administration (ed.), Standing General Order 2021-01 on crash reporting, Third Amended order of 24 April 2025, taken from a search summary; the agency page returned an access error. NHTSA, Washington. Observation year 2025. Accessed 2026-11-03.back
- 24Lawfare (ed.), Defense Department Updates Autonomous Weapons Systems Directive (article of 27 January 2023; directive reissued effective 25 January 2023; working group established; criteria not changed). Lawfare Institute, Washington. Observation year 2023. Accessed 2026-11-03.back
- 38UNVERIFIED, not opened: US Department of Defense (ed.), Directive 3000.09, Autonomy in Weapon Systems, 25 January 2023, text returned an access error; summary read through a news article. DoD, Washington. Observation year 2023. Accessed 2026-11-03.back
- 25UAV Coach (ed.), FAA Says Part 108 Is on the 10-Yard Line, but the BVLOS Rule Is Still Stuck at the White House (article of 16 September 2026; final rule sent to OIRA on 10 July 2026; FAA hopes to publish before the end of 2026). Trade press, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 37UNVERIFIED, not opened: Federal Aviation Administration (ed.), Normal Category Rulemaking for Beyond Visual Line of Sight, notice of proposed rulemaking (Part 108), August 2025, taken from a search summary of a law-firm note. FAA, Washington. Observation year 2025. Accessed 2026-11-03.back
- 7Brohan, A. et al., RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control, arXiv:2307.15818, submitted 28 July 2023 (company authors; 6,000 evaluation trials). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 9Black, K. et al., pi0: A Vision-Language-Action Flow Model for General Robot Control, arXiv:2410.24164, submitted 31 October 2024, revised 8 January 2026 (company preprint). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 12Li, C. et al., BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation, arXiv:2403.09227, submitted 14 March 2024 (abstract page; 1,000 activities, 50 scenes). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 6Kusano, K.D. et al., Comparison of Waymo Rider-Only Crash Data to Human Benchmarks at 7.1 Million Miles, arXiv:2312.12675, submitted 20 December 2023, revised 24 October 2024 (authors employed by the operator). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 43UNVERIFIED, not opened: Autor, D.H., Why Are There Still So Many Jobs? The History and Future of Workplace Automation, Journal of Economic Perspectives 29(3), 3 to 30, 2015, cited from memory. Observation year 2015. Accessed 2026-11-03.back
- 44UNVERIFIED, not opened: Frey, C.B. and Osborne, M.A., The future of employment: How susceptible are jobs to computerisation?, Technological Forecasting and Social Change 114, 254 to 280, 2017, cited from memory. Observation year 2017. Accessed 2026-11-03.back
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03.back
- 15Engadget (ed.), Boston Dynamics unveils production-ready version of Atlas robot at CES 2026 (report of 8 January 2026; first customers Hyundai and Google DeepMind; Hyundai plans car-plant use from 2028). Trade press reporting a company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 26Stanford Institute for Human-Centered Artificial Intelligence (ed.), 2026 AI Index Report, summary page (chapter on technical performance covers robotics; the page gave no robotics figures). Stanford HAI, Stanford. Observation year 2026. Accessed 2026-11-03.back
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03.back
- 28UNVERIFIED, not opened: Unitree company claim of more than 5,500 humanoid robots shipped in 2025, taken from a search summary of a news report. Company claim, weak evidence. Observation year 2025. Accessed 2026-11-03.back
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 7
The 2027 agenda
Eight bounded questions open the 2027 robotics agenda. Each comes from a baseline finding, names the initiative that will carry it and the first output due in the 2027 robotics edition.
7.1Questions for the operational series
- R-01
What field safety and incident data exist for robots outside road vehicles, and can they be compared?
INI-XT03-SAF-01 · field safety evidence; first output: incident data map.
- R-02
How exposed are robot actuators to rare earth magnet supply, and which platforms use alternatives?
INI-XT03-MAG-02 · magnet and actuator supply; first output: dependence map.
- R-03
Where are humanoid robots deployed in workplaces, under which safety rules?
INI-XT03-HUM-03 · humanoid deployment register; first output: deployment register.
- R-04
What do recent studies show about robot adoption and local employment and wages?
INI-XT03-LAB-04 · workforce evidence; first output: evidence review.
- R-05
How can learned-control claims be compared on a common basis?
INI-XT03-BMK-05 · claims on a common basis; first output: benchmark table.
- R-06
Which national rules set safety duties for autonomous machines, and how do they differ?
To be admitted in 2027; first output: rule overlay.
- R-07
What energy and battery demand do robot fleets place on facilities and grids?
To be admitted in 2027; first output: scoping note.
- R-08
Which readiness capabilities have been tested with real robot incidents, and which are only planned?
Readiness capability register; first output: rung evidence for 15 functions.
7.2Portfolio proposed for the Q1 2027 alignment
Five initiatives and one Universe mission candidate are proposed for the 2027 robotics portfolio. They are programme objects: no partner, funder or member is attached to them in this edition.
| ID | Object | Kind | Question | State |
|---|---|---|---|---|
| INI-XT03-SAF-01 | Field safety evidence | Initiative | R-01 | PROPOSED |
| INI-XT03-MAG-02 | Magnet and actuator supply | Initiative | R-02 | PROPOSED |
| INI-XT03-HUM-03 | Humanoid deployment register | Initiative | R-03 | PROPOSED |
| INI-XT03-LAB-04 | Workforce evidence | Initiative | R-04 | PROPOSED |
| INI-XT03-BMK-05 | Claims on a common basis | Initiative | R-05 | PROPOSED |
| MSN-XT03-2027-01 | Humanoid pilot Universe mission | Mission | R-03 | Candidate |
7.3The pathway
The robotics edition reads national readiness chapters, the coupled sector reports on energy, minerals and infrastructure, and the global edition through one governed evidence graph. At baseline the federation is designed; the global energy and lifeline editions are drafted. This page states what exists today and what comes next.
- 01
National readiness chapters
robot adoption and safety readiness in each national edition
IN PREPARATION · national baselines
- 02
Sector couplings
GS-02 energy · GS-09 infrastructure · SR-04 minerals
GS-02 DRAFTED · sector baselines
- 03
Technology system model
fleets, learned control, actuators, workforce, governance
v0 SPECIFIED · v1 with federation evidence
- 04
Strategic links
SR-02 lifeline systems · SR-13 strategic technology
PLANNED · strategic baselines
- 05
Universe
annual proving environment
CANDIDATE MISSION · mandate in 2027
- 06
XT-03 report
this series
BASELINE DRAFT · 2027 annual edition
- 07
Evidence and correction
one graph, many projections
OPEN · first correction cycle in 2027
7.4Universe 2027: evidence pack for the robotics candidate mission
- 01
Mandate
- 02
Core Build · 1 month
- 03
Action · 1 week
- 04
Evidence seal
- 05
Portfolio correction
- 06
Next mandate
| Item | Record | State | Timing |
|---|---|---|---|
| F1 | Annual mandate record | PLANNED | after the Q2 2027 alignment |
| F2 | Core Build record | PLANNED | one month before the exercise |
| F3 | Exercise evidence | PLANNED | during the Action week |
| F4 | Decision packets | PLANNED | exercise state only |
| F5 | Proof receipts | PLANNED | scoped to each recorded check |
| F6 | After-action report | PLANNED | within one quarter |
| F7 | Upgrade docket | PLANNED | routed to the Portfolio |
| F8 | Portfolio renewal | PLANNED | 2027 global annual edition |
| F9 | Public synthesis | PLANNED | public-safe extracts only |
Mission
- ID
- MSN-XT03-2027-01 · Humanoid pilot Universe mission
- Role spine
- Leadership sponsor · Institutional anchor · Mission lead: drawn from national pathways
- Receiving actors
- to be identified with the mandate
7.5Handoffs and routing
Where the baseline’s findings go next. A handoff routes a finding for awareness, review or work; it transfers no authority.
| Finding | Routed to | Purpose | Class |
|---|---|---|---|
| INF-001 · fleet statistics | INI-XT03-BMK-05 | claims on a common basis | PUBLIC |
| INF-002 · robot density | INI-XT03-LAB-04 | workforce evidence | PUBLIC |
| AIC-003 · pooled robot data | INI-XT03-BMK-05 | claims on a common basis | PUBLIC |
| INF-007 · road vehicle study | INI-XT03-SAF-01 | field safety evidence | PUBLIC |
| GOV-008 · EU rules | regional consortia | rule overlay | PUBLIC |
| GOV-009 · UN vehicle rules | regional consortia | rule overlay | PUBLIC |
| MIN-011 · magnets | INI-XT03-MAG-02 | magnet and actuator supply | PUBLIC |
| SYS-012 · compound pathway | MSN-XT03-2027-01 | Universe candidate | CONSORTIUM |
| Class | Where it goes | Who can see it |
|---|---|---|
| PUBLIC | the published edition and its evidence bundle | anyone |
| CONSORTIUM | governed rooms of the federation | consortium members under agreement |
| CONTROLLED | need-to-know channels | named competent actors only |
7.6Feeds and signal register
| Feed | Producer | Latency | Feeds into |
|---|---|---|---|
| IFR press releases and statistics | International Federation of Robotics | annual | INF-001 |
| Preprint servers on robot learning | preprints and peer review | continuous | AIC-003 |
| EU machinery and AI Act pages | European Commission and EU-OSHA | per release | GOV-008 |
| UN vehicle forum documents | UNECE | per session | GOV-009 |
| Crash reporting data | NHTSA | monthly | INF-007 |
| Company robot announcements | companies | per event | INF-006 |
| Rare earth and magnet notices | ministries and analysts | per event | MIN-011 |
Escalation routes
- none · keep monitoring
- research question
- project
- risk object
- annual publication
- signal report
| ID | Signal | Corroboration | Systems | Route |
|---|---|---|---|---|
| SIG-XT03-001 | Industrial robot installations passed 600,000 in 20251 | CORROBORATED | INF · TRD | research question R-05 |
| SIG-XT03-002 | Rare earth magnet licensing affected a humanoid programme21 | PARTIAL | MIN · INF | initiative R-02 |
| SIG-XT03-003 | Company statement on one million warehouse robots14 | PARTIAL | INF | research question R-01 |
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03.back
- Robotics and Autonomous Systems 2026
- Chapter 8
Systems in depth
One section per system: its state at evidence close, its exposures and what the operational series will watch.
8.1Fleets, platforms and learned control
Industrial robots are an established fleet. Humanoid and learned-control platforms are new, and evidence for them rests on preprints, analyst estimates and company statements.
| Component | State | Evidence | Status |
|---|---|---|---|
| Industrial robots | installations up 11% in 2025; stock 5 million | 12 | Reported |
| Generalist policies | pooled data and shared policies published; company papers report vision-language-action models | 7891011 | Reported |
| Household tasks | a benchmark of 1,000 activities states that long-horizon tasks remain hard | 1226 | Reported |
| Humanoid platforms | about 16,000 installations in 2025 by one estimate; production started at one company | 13152728 | Reported |
Couplings
- AIC → INF learned control
- INF ↔ FIN fleets and finance
- MIN → INF actuators
Evidence to bind in 2027
- humanoid shipments on a common basis
- service and professional robot volumes
Related editions
- GLB Global Systems
- GS-02 Energy
- GS-09 Infrastructure, Transport and Logistics
- SR-04 Critical Minerals and Strategic Materials
- XT-01 Artificial Intelligence and Agentic Systems
- XT-16 Advanced Energy Storage
8.2Energy, batteries and compute at the edge
Robot fleets draw power and need batteries and onboard computing. No figure for energy use or battery supply was found in the sources read.
robot energy use and battery supply: not bound
| Component | State | Evidence | Status |
|---|---|---|---|
| Energy use | not published on a common basis for robot fleets | 14 | Expert input |
| Battery supply | not bound; storage is covered in a separate edition | 1 | Expert input |
| Fleet coordination | a company projects a 10% gain in fleet travel time; not independently verified | 14 | Reported |
| Onboard compute | not bound in this edition | 10 | Expert input |
Couplings
- ENE ↔ INF facility power
- AIC → INF onboard computing
- INF → CLI footprint
Evidence to bind in 2027
- fleet energy and battery demand
- onboard compute demand
Related editions
- GLB Global Systems
- GS-02 Energy
- GS-09 Infrastructure, Transport and Logistics
- SR-04 Critical Minerals and Strategic Materials
- XT-01 Artificial Intelligence and Agentic Systems
- XT-16 Advanced Energy Storage
8.3Actuators, magnets and supply chain
Compact high-torque actuators depend on permanent magnets. Export licensing on rare earth elements and magnets from April 2025 affected one humanoid programme, according to its company.
| Component | State | Evidence | Status |
|---|---|---|---|
| Rare earth magnets | licensing on seven elements and magnets from April 2025 | 2141 | Reported |
| Humanoid actuators | a company said arm actuators use permanent magnets and were affected | 21 | Reported |
| Supply concentration | processing and magnet volumes not bound from an opened source | 3940 | Expert input |
| Supplier geography | suppliers from China held 55% of their home market in 2025 | 1 | Reported |
Couplings
- MIN → INF magnets
- TRD → INF export controls
- FIN → INF fabrication
Evidence to bind in 2027
- magnet demand by platform
- stocks and alternatives
Related editions
- GLB Global Systems
- GS-02 Energy
- GS-09 Infrastructure, Transport and Logistics
- SR-04 Critical Minerals and Strategic Materials
- XT-01 Artificial Intelligence and Agentic Systems
- XT-16 Advanced Energy Storage
8.4Economy, labour and workforce
Fleet statistics are strong and labour evidence is old. The labour study read covers US adoption from 1990 to 2007.
| Component | State | Evidence | Status |
|---|---|---|---|
| Employment effects | one study of 1990 to 2007 finds negative local effects per robot per 1,000 workers | 20 | Reported |
| Occupational exposure | journal analyses of automation exposure exist; not bound here | 4344 | Expert input |
| Fleet operators | one company describes a fleet of one million robots | 14 | Reported |
| Surgical robots | use reported in one company filing; not bound from an opened source | 29 | Expert input |
Couplings
- INF → FIN labour demand
- FIN → DAT adjustment records
- HLT → INF workforce
Evidence to bind in 2027
- recent labour effects
- workforce size and skills gaps
Related editions
- GLB Global Systems
- GS-02 Energy
- GS-09 Infrastructure, Transport and Logistics
- SR-04 Critical Minerals and Strategic Materials
- XT-01 Artificial Intelligence and Agentic Systems
- XT-16 Advanced Energy Storage
8.5Safety, rules and governance watch
Rules for robots are arriving unevenly. Machinery and vehicle rules are being set in 2026 and 2027, standards for legged robots are in draft, and the UN has voted on autonomous weapons.
| Component | State | Evidence | Status |
|---|---|---|---|
| Machinery | EU Machinery Regulation applies from 20 January 2027 and covers autonomous mobile machinery | 1735 | Reported |
| AI Act | the EU AI Act treats AI-based safety components of products as high-risk, with revised dates | 1636 | Reported |
| Road vehicles | UN GTR 26 and UN Regulation 185 adopted; US crash reporting order in force | 222330 | Reported |
| Weapons and drones | UN vote 164 to 6; US weapons directive reissued in 2023; FAA drone rule pending | 1819242538 | Reported |
Couplings
- GOV → INF placing on the market
- GOV → TRD export controls
- INF → DAT incident records
Evidence to bind in 2027
- text of national rules
- incident data outside road vehicles
Related editions
- GLB Global Systems
- GS-02 Energy
- GS-09 Infrastructure, Transport and Logistics
- SR-04 Critical Minerals and Strategic Materials
- XT-01 Artificial Intelligence and Agentic Systems
- XT-16 Advanced Energy Storage
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 7Brohan, A. et al., RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control, arXiv:2307.15818, submitted 28 July 2023 (company authors; 6,000 evaluation trials). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 9Black, K. et al., pi0: A Vision-Language-Action Flow Model for General Robot Control, arXiv:2410.24164, submitted 31 October 2024, revised 8 January 2026 (company preprint). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03.back
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 12Li, C. et al., BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation, arXiv:2403.09227, submitted 14 March 2024 (abstract page; 1,000 activities, 50 scenes). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03.back
- 26Stanford Institute for Human-Centered Artificial Intelligence (ed.), 2026 AI Index Report, summary page (chapter on technical performance covers robotics; the page gave no robotics figures). Stanford HAI, Stanford. Observation year 2026. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 15Engadget (ed.), Boston Dynamics unveils production-ready version of Atlas robot at CES 2026 (report of 8 January 2026; first customers Hyundai and Google DeepMind; Hyundai plans car-plant use from 2028). Trade press reporting a company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03.back
- 28UNVERIFIED, not opened: Unitree company claim of more than 5,500 humanoid robots shipped in 2025, taken from a search summary of a news report. Company claim, weak evidence. Observation year 2025. Accessed 2026-11-03.back
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
- 41UNVERIFIED, not opened: Ministry of Commerce of the People’s Republic of China (ed.), announcement of export controls on seven rare earth elements and related magnets, April 2025, taken from a search summary. MOFCOM, Beijing. Observation year 2025. Accessed 2026-11-03.back
- 39UNVERIFIED, not opened: IEA (ed.), Global Critical Minerals Outlook 2026, the page returned an access error; no figure used. International Energy Agency, Paris. Observation year 2026. Accessed 2026-11-03.back
- 40UNVERIFIED, not opened: US Geological Survey (ed.), Mineral Commodity Summaries 2026, rare earths, the file returned an access error; no figure used. USGS, Reston. Observation year 2026. Accessed 2026-11-03.back
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03.back
- 43UNVERIFIED, not opened: Autor, D.H., Why Are There Still So Many Jobs? The History and Future of Workplace Automation, Journal of Economic Perspectives 29(3), 3 to 30, 2015, cited from memory. Observation year 2015. Accessed 2026-11-03.back
- 44UNVERIFIED, not opened: Frey, C.B. and Osborne, M.A., The future of employment: How susceptible are jobs to computerisation?, Technological Forecasting and Social Change 114, 254 to 280, 2017, cited from memory. Observation year 2017. Accessed 2026-11-03.back
- 29UNVERIFIED, not opened: Intuitive Surgical, Form 10-K for fiscal year 2025 (da Vinci procedure growth and installed base), taken from a search summary; the filing was fetched but the section was not read. Intuitive Surgical, Sunnyvale. Observation year 2025. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 18United Nations General Assembly, resolution A/RES/80/57, Lethal autonomous weapons systems, adopted 1 December 2025 (164 in favour, 6 against, 7 abstentions), vote record page. United Nations, New York. Observation year 2025. Accessed 2026-11-03.back
- 35UNVERIFIED, not opened: Regulation (EU) 2023/1230 of the European Parliament and of the Council of 14 June 2023 on machinery, Official Journal of the European Union; the official page returned no content, summary read through the EU-OSHA page. Observation year 2023. Accessed 2026-11-03.back
- 16European Commission (ed.), AI Act, regulatory framework page (entered into force 1 August 2024; high-risk dates revised by an omnibus in force 27 July 2026; AI-based safety components of products such as surgical robots treated as high-risk). Directorate-General for Communications Networks, Content and Technology, Brussels. Observation year 2026. Accessed 2026-11-03.back
- 36UNVERIFIED, not opened: Regulation (EU) 2024/1689 of the European Parliament and of the Council laying down harmonised rules on artificial intelligence, Official Journal of the European Union, 2024, cited from memory; summary read through the Commission page. Observation year 2024. Accessed 2026-11-03.back
- 23Bennett Jones (ed.), First Global Regulatory Framework For Autonomous Vehicles (law-firm blog, August 2026; GTR No. 26 and UN Regulation No. 185; SAE levels 3 to 5; legal status of each). Secondary legal commentary, weak evidence. Bennett Jones, Toronto. Observation year 2026. Accessed 2026-11-03.back
- 30UNVERIFIED, not opened: National Highway Traffic Safety Administration (ed.), Standing General Order 2021-01 on crash reporting, Third Amended order of 24 April 2025, taken from a search summary; the agency page returned an access error. NHTSA, Washington. Observation year 2025. Accessed 2026-11-03.back
- 19International Committee of the Red Cross (ed.), ICRC position on autonomous weapon systems (Geneva, 12 May 2021; recommends prohibiting unpredictable systems and systems that target people, and regulating the rest). ICRC, Geneva. Observation year 2021. Accessed 2026-11-03.back
- 24Lawfare (ed.), Defense Department Updates Autonomous Weapons Systems Directive (article of 27 January 2023; directive reissued effective 25 January 2023; working group established; criteria not changed). Lawfare Institute, Washington. Observation year 2023. Accessed 2026-11-03.back
- 25UAV Coach (ed.), FAA Says Part 108 Is on the 10-Yard Line, but the BVLOS Rule Is Still Stuck at the White House (article of 16 September 2026; final rule sent to OIRA on 10 July 2026; FAA hopes to publish before the end of 2026). Trade press, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 38UNVERIFIED, not opened: US Department of Defense (ed.), Directive 3000.09, Autonomy in Weapon Systems, 25 January 2023, text returned an access error; summary read through a news article. DoD, Washington. Observation year 2023. Accessed 2026-11-03.back
Methodology
How the edition was made: methods, the model card, the evidence cut and its age, the acceptance record and the glossary.
A.1Methods
The global baseline uses published values and four simple derivations. Each is shown in full so that any reader can reproduce it.
| No. | Derivation | Calculation | Result |
|---|---|---|---|
| (1) | Installations in 2025 against the 2025 forecast | 600,000 ÷ 575,000 | at least 1.04, about 4% above |
| (2) | Installations outside China in 2025, floor | 600,000 − 354,000 | about 246,000 |
| (3) | Difference between US and Japan installations in 2025 | 38,500 − 36,219 | about 2,300 |
| (4) | Stock growth implied by rounded figures | 5,000,000 ÷ 4,664,000 | about 1.07, against 9% reported |
| Strength | Definition |
|---|---|
| STRONG | a disruption in the source system has historically changed the target system’s service or output within one season, in more than one region |
| MODERATE | an effect is documented but buffered or slower |
| WEAK | an effect is plausible but not documented at global scale |
| Label | Rule |
|---|---|
| Reported | value as issued by its source, with year |
| Inferred | reasoned from cited evidence; never a measurement |
| Estimated | Nexus analytical value with stated method |
| Scenario | conditional on stated assumptions |
| Expert input | structured editorial judgement awaiting evidence |
A.2Model card, Robotics System Model v0
- Model ID
- MDL-XT03-ROBOTICS · v0.1
- Purpose
- represent robots and autonomous systems as infrastructure coupled to energy, magnets and minerals, finance, workforce, safety rules and security
- Family
- graph-based system of systems
- Inputs
- the cited sources of this edition; no proprietary data
- Method
- expert-specified coupling strengths (STRONG · MODERATE · WEAK) from assessments and analogue events
- Validation
- none yet, first validation against federation evidence in 2027
- Uncertainty
- qualitative; strengths are hypotheses, not measurements
- Domain of validity
- global scale; not for asset-, site- or country-level use
- Reproducibility
- strength table and sources published in this edition
typed in v0
documented within one season
documented, buffered
plausible, undocumented
A.3The baseline evidence cut
Every Nexus edition is published from a frozen evidence cut. The global baseline cut is documentary: it pins the exact edition of every source cited. Federation cuts begin with the first national Foundry cuts in 2027.
- Cut ID
- DC-XTECH-ROBOTICS-GLOBAL-2026-B0
- Type
- baseline documentary cut
- Resolution policy
- pinned · as of 30 September 2026
- Sources pinned
- 46 cited sources, each at the edition and access date in the references
- Model runs
- none at baseline, analytical values are stated with their method
- Digest
- computed at freeze and recorded in the publication record
- Supersedes
- nothing, first cut of the series
- Superseded by
- the 2027 robotics annual cut
Lineage
- 01
source edition
- 02
pinned citation
- 03
finding
- 04
page
- 05
publication record
| Element | Baseline 2026 | 2027 global annual |
|---|---|---|
| Sources | cited global publications, pinned by edition | national, regional and sector cuts through one graph |
| Analysis | stated methods and editorial estimates | typed analysis specifications |
| Models | Robotics System Model v0 specification | model runs with receipts |
| Findings | twelve baseline findings | findings re-bound to federation evidence |
| Review | five passes scheduled | five passes on the exact digest |
A.4Evidence age and coverage
A 2026 global edition rests on evidence observed in many different years. This page shows each time base, so that no single year label hides older evidence.
| Indicator | Observed | Released | Cadence | Next release |
|---|---|---|---|---|
| Industrial robot installations | 2025 | Sep 2026 | annual | next World Robotics report |
| Robot density | 2024 | Apr 2026 | annual | next density release |
| Road vehicle safety study | 2021 to 2024 | Jul 2026 | one-off | follow-up studies |
| Humanoid installations | 2025 | Jan 2026 | annual | next estimate |
| Machinery Regulation | 2023 | applies Jan 2027 | one-off | harmonised standards list |
| UN vehicle regulation | 2026 | Jun 2026 | periodic | national implementation |
| Labour effects | 1990 to 2007 | Mar 2017 | one-off | new studies |
| Magnet licensing | 2025 | Apr 2025 | per event | monthly |
| System | Coverage | Thinnest dimension |
|---|---|---|
| Fleets | GOOD | service and professional robot volumes |
| Learned control | PARTIAL | claims on a common basis |
| Road vehicles | PARTIAL | continuous independent monitoring |
| Humanoids | THIN | shipments on a common basis |
| Governance | PARTIAL | rule text and dates |
| Supply | THIN | magnet volumes and stocks |
| Energy | THIN | fleet energy and battery demand |
| Workforce | THIN | recent labour effects |
| Field | Source that would fill it | Blocker |
|---|---|---|
| Energy and battery demand of robot fleets | operators, vendors, national laboratories, peer-reviewed footprint studies | not published on a common basis; none retrieved |
| Rare earth magnet demand by robot platform and stocks | IEA Critical Minerals Outlook 202639; USGS Mineral Commodity Summaries40 | both pages returned an access error and were not opened |
| Humanoid shipments on a common basis | company filings and independent audits | analyst estimates differ and company claims are unverified132728 |
| Service and professional robot volumes | IFR service robot release42; IFR trends page46 | only the headline was seen; the release was not opened |
| Surgical robot procedures from the filing itself | Intuitive 10-K for 202529 | the filing was fetched but the relevant section was not reached; figures come from search summaries and are not used |
| NHTSA Standing General Order current text | NHTSA order pages30 | the agency page returned an access error; a later amendment may exist |
| Text of ISO 10218-1:2025 and of the draft ISO 25785-1 | ISO catalogue pages3132 | catalogue pages returned an access error; dates come from search summaries |
| Official text of the EU Machinery Regulation | Official Journal of the European Union35 | the page returned no content; only the EU-OSHA summary was read17 |
| Details of the UN global technical regulation and UN Regulation 185 | UNECE documents22 | two secondary pages were read; the regulation texts were not |
| FAA final rule on flights beyond visual line of sight | Federal Register2537 | the rule was unpublished at the evidence close; status comes from trade press |
| Humanoid company plans from the companies | investor materials and company releases1545 | one trade report read; the investor figures were not opened |
| Recent labour effects of robot adoption | national statistics, peer-reviewed studies | only a study of 1990 to 2007 was read20 |
| Field incident data outside road vehicles | regulators, operators, sector bodies | no consolidated series found |
| Capability rungs beyond standards and planning | agencies, operators, laboratories | not reviewed |
A.5Evidence cards, two anchor sources
Issued by the International Federation of Robotics on 24 September 2026. Annual. Role: binds INF-001 and the fleet tiles. Coverage: industrial robots worldwide, survey of suppliers.
EVD-XT03-001
Industrial robot installations and operational stock, World Robotics 2026 release1
Issued by the Insurance Institute for Highway Safety on 23 July 2026. One-off. Role: binds INF-007. Coverage: four US cities, 2021 to 2024, one operator.
EVD-XT03-002
Driverless vehicle crash comparison, IIHS study5
| Dimension | EVD-XT03-001 | EVD-XT03-002 |
|---|---|---|
| Completeness | industrial robots only; 2025 total given as a floor | one operator; four cities; about 50 million miles |
| Timeliness | about 9 months after year end | about 2 years after the data period |
| Revision | stock growth differs from rounded figures | single study |
| Method transparency | survey method summarised in the release | method described; crash data limits stated |
| External validation | federation review | institute review of NHTSA reports |
Evidence cards to follow in 2027
A.6Publication acceptance record
Editorial self-check at evidence close. Every applicable item carries a disposition; the remaining items are review, approval and deposit.
| Group | Area | Items | Pass | N/A | Pending |
|---|---|---|---|---|---|
| D1 | Identity and scope | 8 | 8 | 0 | 0 |
| D2 | Source and data | 12 | 9 | 1 | 2 |
| D3 | Analysis and models | 12 | 3 | 8 | 1 |
| D4 | Findings and claims | 9 | 8 | 0 | 1 |
| D5 | Figures, tables, maps | 10 | 6 | 2 | 2 |
| D6 | Editorial and citations | 10 | 8 | 0 | 2 |
| D7 | Review and approval | 13 | 0 | 0 | 13 |
| D8 | Artefact and design | 12 | 7 | 0 | 5 |
| D9 | Registry and release | 9 | 0 | 0 | 9 |
Publication gate
- Conditions met
- 14 of 23 at evidence close
- Blocking problems
- none recorded
- Open conditions
- reviews, approval of the exact digest, deposit, registry pointer
Not applicable at baseline
- Model runs
- first runs in Q1 2027
- Maps
- plates in Q2 2027
- Waivers
- none
A.7Status words
| Status | What it means |
|---|---|
| Observed | Measured directly and published by the source. |
| Reported | Published statistics of an official or institutional source. |
| Declared | Stated by the body concerned; not independently measured. |
| Estimated | A Nexus estimate from cited evidence, with its method in Annex A. |
| Modelled | Produced by a stated model from cited inputs. |
| Inferred | Reasoned from cited evidence; not measured. |
| Forecast | A projection by the cited source. |
| Simulated | A simulation result under stated assumptions. |
| Scenario | A conditional statement under stated assumptions; never a prediction. |
| Expert input | Expert judgement, recorded with its basis. |
| Candidate | Proposed for a later edition; not yet evidence. |
| Evidence-quality levels (EQL 1 to 5) grade the source behind a value; they are not a score of the subject. | |
A.8How the edition is made, released and corrected
Every edition is built from a sealed evidence cut, reviewed under three keys, signed and deposited before any site shows it as published; corrections go to Nexus Standards as change proposals and feed the next cut.
| Step | What happens | Source |
|---|---|---|
| 01 Evidence arrives from the pillars | Foundry seals observations and indicator series, Universe hands over after-action and scenario findings, and contributions are screened at every gateway, including this site’s. | |
| 02 The cut is sealed | On the cut date the evidence is pinned under one identifier, so anyone can rebuild the edition from exactly what it was built on. | |
| 03 The edition is assembled | The edition is drafted from its template and content pack. Agents may draft; they never publish and never decide. | |
| 04 The keys turn | At the publisher of record the truth key comes first: every value is checked against its source or stated method before the meaning and capital keys turn. No edition moves on until every key has been turned by a named steward. | |
| 05 The gate opens | A named approver releases one exact digest of the edition; any change after this point is a new version, never a silent edit. | |
| 06 Signed and deposited | The PDF, the web edition and the data bundle are signed together with a manifest and an RO-Crate description, and deposited on Zenodo with a concept and a version DOI. | |
| 07 Published on its desk’s site | Only then does the edition show as published on its desk’s Reports site, and the Collection lists it as a part. | |
| 08 Corrections go to Standards | Method and correction findings go to Nexus Standards as change proposals; citations, corrections and new contributions feed the next evidence cut. |
A teaching model of the process, not a forecast and not a record of any run; dates and counts on this page come from the programme record. Sources: Reports governance at GCRI Canada (2026); Zenodo, repository of record for Reports deposits (2026).
Lifecycle, one state at a time: Draft, Computed, Evidence bound, Reviewed, Approved for release, Published, Corrected, Superseded. This edition is a draft.
A.9Glossary and abbreviations
| Term | Meaning |
|---|---|
| Baseline Edition | the inaugural annual edition that fixes the reference state for the series |
| WEFH+B | water, energy, food, health and biodiversity, the national nexus core |
| Coupling | a typed dependency through which one system transmits to another |
| Protection gap | the share of losses not covered by insurance |
| Capability ladder | LISTED → EXISTS → ADEQUATE → TESTED → DEMONSTRATED |
| EQL | evidence-quality level, 1–5 |
| Evidence cut | a frozen resolution of exact sources and versions |
| NNC · NLC · NWG | National Nexus Consortium · National Leadership Council · National Working Groups |
| Abbreviation | Expansion |
|---|---|
| ADS | automated driving system |
| BVLOS | beyond visual line of sight |
| FAA | US Federal Aviation Administration |
| GTR | global technical regulation |
| IFR | International Federation of Robotics |
| IIHS | Insurance Institute for Highway Safety |
| ISO | International Organization for Standardization |
| NHTSA | US National Highway Traffic Safety Administration |
| UNECE | United Nations Economic Commission for Europe |
| VLA | vision-language-action model |
| WP.29 | UN World Forum for Harmonization of Vehicle Regulations |
| LAWS | lethal autonomous weapons systems |
A.10Technical annex
| Item | Annex | Contents | Status |
|---|---|---|---|
| A.1 | Indicator definitions | the global indicator set, with units and sources | IN THIS EDITION |
| A.2 | Coupling strengths | the twenty-cell matrix and its rationale | IN THIS EDITION |
| A.3 | Scenario specification | SCN-XT03-HUM-01 assumptions and signposts | IN THIS EDITION |
| A.4 | Capability placements | rung evidence for fifteen functions | IN THIS EDITION |
| A.5 | Model diagnostics | first runs and validation | 2027 |
| A.6 | Sensitivity analyses | influence of coupling strengths | 2027 |
| A.7 | Cluster notes | cards for the major robot fleet and supply clusters | 2027 |
| A.8 | Review statements | pass-by-pass review record | AT RELEASE |
A.1 · indicator definition: robot density
- Construct
- number of operating industrial robots per 10,000 persons employed in manufacturing
- Unit
- robots per 10,000 employees
- Method
- federation count of operational stock divided by manufacturing employment
- Source
- IFR release of 8 April 20263
- Uncertainty
- not stated on the page read
- Known limits
- manufacturing only; employment definitions differ between countries
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 39UNVERIFIED, not opened: IEA (ed.), Global Critical Minerals Outlook 2026, the page returned an access error; no figure used. International Energy Agency, Paris. Observation year 2026. Accessed 2026-11-03.back
- 40UNVERIFIED, not opened: US Geological Survey (ed.), Mineral Commodity Summaries 2026, rare earths, the file returned an access error; no figure used. USGS, Reston. Observation year 2026. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03.back
- 28UNVERIFIED, not opened: Unitree company claim of more than 5,500 humanoid robots shipped in 2025, taken from a search summary of a news report. Company claim, weak evidence. Observation year 2025. Accessed 2026-11-03.back
- 42UNVERIFIED, not opened: International Federation of Robotics (ed.), Global Sales of Professional Service Robots Surge 24% (press release, 2026), only the headline was seen on another page. International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 46UNVERIFIED, not opened: International Federation of Robotics (ed.), Top 5 Global Robotics Trends 2026, the page returned an access error; no figure used. International Federation of Robotics, Frankfurt. Observation year 2026. Accessed 2026-11-03.back
- 29UNVERIFIED, not opened: Intuitive Surgical, Form 10-K for fiscal year 2025 (da Vinci procedure growth and installed base), taken from a search summary; the filing was fetched but the section was not read. Intuitive Surgical, Sunnyvale. Observation year 2025. Accessed 2026-11-03.back
- 30UNVERIFIED, not opened: National Highway Traffic Safety Administration (ed.), Standing General Order 2021-01 on crash reporting, Third Amended order of 24 April 2025, taken from a search summary; the agency page returned an access error. NHTSA, Washington. Observation year 2025. Accessed 2026-11-03.back
- 31UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 10218-1:2025 Robots and robotic devices, safety requirements for industrial robots, Part 1 (third edition, published 5 February 2025), taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 32UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 25785-1, safety requirements for industrial mobile robots with actively controlled stability, Part 1: Robots, committee draft in preparation, taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03.back
- 35UNVERIFIED, not opened: Regulation (EU) 2023/1230 of the European Parliament and of the Council of 14 June 2023 on machinery, Official Journal of the European Union; the official page returned no content, summary read through the EU-OSHA page. Observation year 2023. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 25UAV Coach (ed.), FAA Says Part 108 Is on the 10-Yard Line, but the BVLOS Rule Is Still Stuck at the White House (article of 16 September 2026; final rule sent to OIRA on 10 July 2026; FAA hopes to publish before the end of 2026). Trade press, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 37UNVERIFIED, not opened: Federal Aviation Administration (ed.), Normal Category Rulemaking for Beyond Visual Line of Sight, notice of proposed rulemaking (Part 108), August 2025, taken from a search summary of a law-firm note. FAA, Washington. Observation year 2025. Accessed 2026-11-03.back
- 15Engadget (ed.), Boston Dynamics unveils production-ready version of Atlas robot at CES 2026 (report of 8 January 2026; first customers Hyundai and Google DeepMind; Hyundai plans car-plant use from 2028). Trade press reporting a company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 45UNVERIFIED, not opened: Hyundai Motor Group plan to build up to 30,000 robots a year by 2028, taken from a search summary of an Axios report of 5 January 2026; the page returned an access error. Company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.back
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03.back
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
Data appendix
The indicator set with its sources, the source registers, the licences of every kind of material and the formats of the edition.
B.1The indicator set
| Indicator | Value | Unit | Year | State | Source |
|---|---|---|---|---|---|
| Industrial robots installed | >600 | thousand | 2025 | Reported | 1 |
| Growth in installations | 11 | % | 2025 | Reported | 1 |
| Operational stock of industrial robots | 5 | million | 2025 | Reported | 1 |
| Installations in China | 354 | thousand | 2025 | Reported | 1 |
| China share of installations | 59 | % | 2025 | Reported | 1 |
| Installations in the United States | 38.5 | thousand | 2025 | Reported | 1 |
| Installations in Japan | 36.2 | thousand | 2025 | Reported | 1 |
| Installations in 2024 | 542 | thousand | 2024 | Reported | 2 |
| IFR forecast for 2026 | 655 | thousand | 2026 plan | Scenario | 1 |
| Robot density, South Korea | 1,220 | per 10,000 employees | 2024 | Reported | 3 |
| Robot density, global average | 132 | per 10,000 employees | 2024 | Reported | 3 |
| Robot types in Open X-Embodiment | 22 | robot types | 2023 | Reported | 8 |
| Humanoid installations, analyst estimate | ≈16 | thousand | 2025 | Reported | 13 |
| Amazon robots deployed, company statement | 1 | million | 2025 | Reported | 14 |
| Injury crashes per mile against human drivers | −81 | % | 2021 to 2024 | Reported | 5 |
| UN votes in favour of A/RES/80/57 | 164 | votes | 2025 | Reported | 18 |
B.2Global source register
The governed source set behind this edition. Each source keeps its authority, coverage, cadence and role; categories describe origin, not truth.
Domains bound by the register
- INF
- AIC
- TRD
- MIN
- GOV
- FIN
- DAT
- ENE
- HLT
- WAT
| Source | Category | Coverage | Period | Cadence | Role |
|---|---|---|---|---|---|
| IFR World Robotics 2026 release1 | industry federation | world | 2025 | annual | installations |
| IFR World Robotics 2025 release2 | industry federation | world | 2024 | annual | installations |
| IFR robot density release3 | industry federation | world | 2024 | annual | density |
| Waymo safety hub4 | operator | four US cities | 2026 | quarterly | road vehicle safety |
| IIHS study5 | insurance-institute research | four US cities | 2021 to 2024 | one-off | road vehicle safety |
| Open X-Embodiment8 | preprint server | research | 2023 | one-off | robot data |
| Counterpoint release13 | analyst | world | 2025 | annual | humanoids |
| EU-OSHA machinery page17 | EU agency | EU | 2025 | continuous | rules |
| UN vote record18 | intergovernmental body | world | 2025 | annual | weapons policy |
| NBER working paper20 | research institute | United States | 1990 to 2007 | one-off | labour |
B.3Regional reading, robotics across ten clusters
Regional plates follow with the regional editions. This page gives the regional reading of robot infrastructure and exposure in table form and ranks no region.
| Region | Principal hazards | Systems most exposed | Baseline evidence |
|---|---|---|---|
| North America | driverless services; warehouse fleets; humanoid pilots | road safety, labour | IIHS5; IFR1 |
| South America | early national programmes | labour | regional evidence (not bound) |
| Europe | machinery regulation; AI Act | safety rules | EU-OSHA17; European Commission16 |
| Eurasia | research programmes; export controls | research, supply | regional evidence (not bound) |
| Middle East and North Africa | early deployments | logistics | regional evidence (not bound) |
| Africa | skills and access | workforce | regional evidence (not bound) |
| South Asia | growing industrial markets | labour, skills | regional evidence (not bound) |
| East Asia | most installations; humanoid production; magnet supply | supply, fleets | IFR1; Counterpoint13 |
| ASEAN | high density in one city-state | fleets, skills | IFR3 |
| Oceania-Pacific | research programmes | research, workforce | regional evidence (not bound) |
B.4Cluster card: actuator and magnet supply chain
- supply chain
- actuators
- rare earth magnets
- single point
- Systems in view
- actuators, motors, humanoid and legged platforms
- Defining events
- rare earth export licensing from April 202521
- Couplings
- MIN → INF magnets; TRD → MIN export controls
- Capability evidence
- alternative designs mentioned in trade press; none documented at scale here
- Gaps
- magnet volumes by platform; stocks; alternatives
- Agenda items
- R-02 · R-03
A company chief executive said that arm actuators of a humanoid robot use permanent magnets [21].
SUPPLY
Permanent magnets in actuators
China required export licences for seven rare earth elements and magnets from April 2025 [21] [41].
POLICY
Licensing of seven elements
Whether other platforms avoid these magnets is not documented in the sources read [39] [40].
RESPONSE
Alternatives
B.5How countries appear in the robotics edition
Countries enter the robotics edition through the readiness chapters of their own national editions, on one card grammar. They are read against peer distributions and thresholds, never ranked.
| Card field | What it shows | Source |
|---|---|---|
| WEFH+B state | each core system against peer distribution bands | national edition |
| Couplings | the national dependency matrix | national edition |
| Risk objects | the national risk portfolio | national edition |
| Capability rungs | the national capability ladder | national edition |
| Evidence age | oldest and newest source dates | national source register |
Editions in the 2026 Baseline programme
countries and unions
clusters
flagship and sector
technology reports
How to read a country card
- Each system is shown against the distribution of its peers, with thresholds where they exist
- Couplings and risk objects come from the country’s own national edition
- Capability rungs record evidence, not a judgement of institutions
- Evidence age is printed, so older national data are visible as such
| Wave | Countries and unions | State |
|---|---|---|
| W0 | Canada | ISSUED |
| W1 | United States, United Kingdom, France, Germany, Italy, Japan, European Union, Switzerland | PLANNED |
| W2 | Mexico, Brazil, Argentina, Türkiye, Russian Federation, Saudi Arabia, United Arab Emirates, South Africa, Senegal, Kenya, African Union, India, China, Republic of Korea, Indonesia, Singapore, Australia | PLANNED |
B.6Licences
| Material | Licence |
|---|---|
| Text | CC BY 4.0 |
| Data | on the licence of each source; Nexus tables CC BY 4.0 |
| Figures | Nexus figures CC BY 4.0; third-party as credited |
| Maps | boundary source and licence printed on each plate |
| Metadata | CC0 1.0, as Zenodo publishes it |
| Third-party data, figures and text | The source’s own licence, credited where it is used; never relicensed |
| Nexus-authored text, tables and figures: CC BY 4.0 (SPDX CC-BY-4.0). Map plates print their boundary source and licence. | |
B.7Formats and provenance
| Format | Kind | State | What it is | Identifier |
|---|---|---|---|---|
| Web edition | HTML | On this site | Draft in stewardship review; every value resolves to its source. | NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-v1.0.0 |
| Print edition | At release | A4 portrait · screen, print and archival PDF, signed with the web edition at release. | NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-v1.0.0 | |
| Indicator data | CSV · JSON | On this site | 16 indicators with unit, year, status and source; the machine-readable copy ships with the evidence bundle at release. | NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE data release v1 |
| Figures | SVG · PNG | On this site | 4 on the web edition: headline figure, figure 1.3, coupling instrument, capability ladder. | FIG-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-* |
| Slides | Not recorded | No slide deck is recorded for this edition. | ||
| Evidence brief | HTML · PDF | Not recorded | No evidence brief is recorded for this edition. | |
| Dataset with DOI | DataCite | At release | Concept and version DOI are minted at deposit; none is recorded yet. |
Provenance
- Edition pack
- The edition’s content pack (JSON), from which the print and web editions are built
- Evidence cut
- DC-XTECH-ROBOTICS-GLOBAL-2026-B0, closed 30 September 2026
- Reproducibility
- sourced values cited; analytical values reproducible from stated parameters
- Self-check
- 14 of 23 at evidence close; a fail on any item blocks release
- Review
- five passes scheduled before release (in Annex C)
- Publisher of record
- GCRI for the Nexus Consortium
- Corrections
- Registry correction pathway; upheld corrections are published as notices with a new version
Notes
Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.back
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03.back
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03.back
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03.back
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03.back
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03.back
- 18United Nations General Assembly, resolution A/RES/80/57, Lethal autonomous weapons systems, adopted 1 December 2025 (164 in favour, 6 against, 7 abstentions), vote record page. United Nations, New York. Observation year 2025. Accessed 2026-11-03.back
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03.back
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03.back
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03.back
- 16European Commission (ed.), AI Act, regulatory framework page (entered into force 1 August 2024; high-risk dates revised by an omnibus in force 27 July 2026; AI-based safety components of products such as surgical robots treated as high-risk). Directorate-General for Communications Networks, Content and Technology, Brussels. Observation year 2026. Accessed 2026-11-03.back
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03.back
References and record
Every source the edition rests on, the publication record, the corrections log and the open record.
C.146 sources
NR-CIT-1, editor first. A DOI is linked where the source has one; Nexus records carry a UNI once the catalogue allocates it (NS-1).
- 1International Federation of Robotics (ed.), Five Million Robots now Operate in Factories Globally (World Robotics 2026 press release, Frankfurt, 24 September 2026; installations of more than 600,000 in 2025, up 11%; China 354,000; stock 5 million; forecast 655,000 in 2026 and 806,000 in 2029). International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 4, chapter 6, chapter 7, chapter 8
- 2International Federation of Robotics (ed.), Global Robot Demand in Factories Doubles Over 10 Years (World Robotics 2025 press release, Frankfurt, 25 September 2025; installations 542,000 in 2024; stock 4,664,000; forecast about 575,000 for 2025). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 6, chapter 8
- 3International Federation of Robotics (ed.), Robot Density Surges in Europe, Asia and Americas (press release, 8 April 2026; 2024 density: South Korea 1,220, Singapore 818, China 166, global average 132 robots per 10,000 employees). International Federation of Robotics, Frankfurt. Observation year 2024. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 6
- 4Waymo (ed.), Safety Impact hub (page read November 2026; 271.3 million rider-only miles through June 2026; about 95% fewer serious-injury-or-worse crashes than a human benchmark). Company-reported analysis, weak evidence. Waymo, Mountain View. Observation year 2026. Accessed 2026-11-03. Cited in chapter 2, chapter 3, chapter 4, chapter 6
- 5Insurance Institute for Highway Safety (ed.), Waymo’s driverless cars crash less often than people (news release, 23 July 2026; about 50 million driverless miles, 2021 to 2024; 68% lower crash involvement; 81% fewer injury crashes per mile; four cities). IIHS, Arlington. Observation year 2024. Accessed 2026-11-03. Cited in the summary, chapter 2, chapter 3, chapter 4, chapter 6
- 6Kusano, K.D. et al., Comparison of Waymo Rider-Only Crash Data to Human Benchmarks at 7.1 Million Miles, arXiv:2312.12675, submitted 20 December 2023, revised 24 October 2024 (authors employed by the operator). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03. Cited in chapter 2, chapter 6
- 7Brohan, A. et al., RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control, arXiv:2307.15818, submitted 28 July 2023 (company authors; 6,000 evaluation trials). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03. Cited in chapter 1, chapter 3, chapter 4, chapter 6, chapter 8
- 8Open X-Embodiment Collaboration, Open X-Embodiment: Robotic Learning Datasets and RT-X Models, arXiv:2310.08864, submitted 13 October 2023, revised 14 May 2025 (22 robots, 21 institutions). arXiv, Ithaca. Observation year 2023. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 4, chapter 6, chapter 8
- 9Black, K. et al., pi0: A Vision-Language-Action Flow Model for General Robot Control, arXiv:2410.24164, submitted 31 October 2024, revised 8 January 2026 (company preprint). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03. Cited in chapter 3, chapter 4, chapter 6, chapter 8
- 10Gemini Robotics Team, Gemini Robotics: Bringing AI into the Physical World, arXiv:2503.20020, submitted 25 March 2025 (company preprint; learning of short-horizon tasks from as few as 100 demonstrations). arXiv, Ithaca. Observation year 2025. Accessed 2026-11-03. Cited in chapter 1, chapter 2, chapter 3, chapter 4, chapter 6, chapter 8
- 11Octo Model Team, Octo: An Open-Source Generalist Robot Policy, arXiv:2405.12213, submitted 20 May 2024 (800,000 trajectories from Open X-Embodiment; nine robot platforms). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 4, chapter 6, chapter 8
- 12Li, C. et al., BEHAVIOR-1K: A Human-Centered, Embodied AI Benchmark with 1,000 Everyday Activities and Realistic Simulation, arXiv:2403.09227, submitted 14 March 2024 (abstract page; 1,000 activities, 50 scenes). arXiv, Ithaca. Observation year 2024. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 4, chapter 6, chapter 8
- 13Counterpoint Research (ed.), Global Humanoid Robot Installations Reach 16,000 Units in 2025 as Mass Production Picks Pace (release of 14 January 2026; China above 80%; the page does not describe the method). Analyst estimate, weak evidence. Counterpoint Research, Hong Kong. Observation year 2025. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 6, chapter 8
- 14Amazon (ed.), announcement of its one millionth robot and the DeepFleet coordination model (company page; more than 300 facilities; 10% travel-time improvement stated as a projection; the page gives no date, coverage places it in July 2025). Company statement, weak evidence. Amazon, Seattle. Observation year 2025. Accessed 2026-11-03. Cited in chapter 2, chapter 3, chapter 6, chapter 7, chapter 8
- 15Engadget (ed.), Boston Dynamics unveils production-ready version of Atlas robot at CES 2026 (report of 8 January 2026; first customers Hyundai and Google DeepMind; Hyundai plans car-plant use from 2028). Trade press reporting a company plan, weak evidence. Observation year 2026. Accessed 2026-11-03. Cited in chapter 4, chapter 5, chapter 6, chapter 8
- 16European Commission (ed.), AI Act, regulatory framework page (entered into force 1 August 2024; high-risk dates revised by an omnibus in force 27 July 2026; AI-based safety components of products such as surgical robots treated as high-risk). Directorate-General for Communications Networks, Content and Technology, Brussels. Observation year 2026. Accessed 2026-11-03. Cited in chapter 2, chapter 4, chapter 6, chapter 8
- 17European Agency for Safety and Health at Work (ed.), Regulation (EU) 2023/1230 on machinery, legislation page (applies from 20 January 2027; replaces Directive 2006/42/EC; aims to cover autonomous mobile machinery and artificial-intelligence safety modules). EU-OSHA, Bilbao. Observation year 2025. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 4, chapter 6, chapter 8
- 18United Nations General Assembly, resolution A/RES/80/57, Lethal autonomous weapons systems, adopted 1 December 2025 (164 in favour, 6 against, 7 abstentions), vote record page. United Nations, New York. Observation year 2025. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 8
- 19International Committee of the Red Cross (ed.), ICRC position on autonomous weapon systems (Geneva, 12 May 2021; recommends prohibiting unpredictable systems and systems that target people, and regulating the rest). ICRC, Geneva. Observation year 2021. Accessed 2026-11-03. Cited in chapter 2, chapter 8
- 20Acemoglu, D. and Restrepo, P., Robots and Jobs: Evidence from US Labor Markets, NBER Working Paper 23285, March 2017 (US adoption 1990 to 2007). National Bureau of Economic Research, Cambridge. Observation year 2017. Accessed 2026-11-03. Cited in chapter 1, chapter 4, chapter 6, chapter 8
- 21Adamas Intelligence (ed.), Musk on rare earth export restrictions: Optimus was affected (article of 24 April 2025; Tesla first-quarter 2025 earnings call; arm actuators use permanent magnets). Trade analysis reporting a company statement, weak evidence. Adamas Intelligence, Toronto. Observation year 2025. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 4, chapter 5, chapter 6, chapter 7, chapter 8
- 22Connected Automated Driving (ed.), UNECE adopts first-ever global rules allowing fully autonomous vehicles (page of 8 July 2026; adopted 24 June 2026; safety-case approach; about 90 existing UN regulations amended). Trade summary of a UN decision, weak evidence. Observation year 2026. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 3, chapter 4, chapter 6, chapter 8
- 23Bennett Jones (ed.), First Global Regulatory Framework For Autonomous Vehicles (law-firm blog, August 2026; GTR No. 26 and UN Regulation No. 185; SAE levels 3 to 5; legal status of each). Secondary legal commentary, weak evidence. Bennett Jones, Toronto. Observation year 2026. Accessed 2026-11-03. Cited in chapter 2, chapter 6, chapter 8
- 24Lawfare (ed.), Defense Department Updates Autonomous Weapons Systems Directive (article of 27 January 2023; directive reissued effective 25 January 2023; working group established; criteria not changed). Lawfare Institute, Washington. Observation year 2023. Accessed 2026-11-03. Cited in chapter 6, chapter 8
- 25UAV Coach (ed.), FAA Says Part 108 Is on the 10-Yard Line, but the BVLOS Rule Is Still Stuck at the White House (article of 16 September 2026; final rule sent to OIRA on 10 July 2026; FAA hopes to publish before the end of 2026). Trade press, weak evidence. Observation year 2026. Accessed 2026-11-03. Cited in chapter 3, chapter 6, chapter 8
- 26Stanford Institute for Human-Centered Artificial Intelligence (ed.), 2026 AI Index Report, summary page (chapter on technical performance covers robotics; the page gave no robotics figures). Stanford HAI, Stanford. Observation year 2026. Accessed 2026-11-03. Cited in chapter 6, chapter 8
- 27UNVERIFIED, not opened: Omdia estimate of humanoid shipments in 2025 (about 13,000 units, largest supplier about 5,168 units), taken from a search summary of a news report of 8 January 2026. Analyst estimate. Observation year 2025. Accessed 2026-11-03. Cited in the summary, chapter 1, chapter 2, chapter 6, chapter 8
- 28UNVERIFIED, not opened: Unitree company claim of more than 5,500 humanoid robots shipped in 2025, taken from a search summary of a news report. Company claim, weak evidence. Observation year 2025. Accessed 2026-11-03. Cited in chapter 2, chapter 6, chapter 8
- 29UNVERIFIED, not opened: Intuitive Surgical, Form 10-K for fiscal year 2025 (da Vinci procedure growth and installed base), taken from a search summary; the filing was fetched but the section was not read. Intuitive Surgical, Sunnyvale. Observation year 2025. Accessed 2026-11-03. Cited in chapter 8
- 30UNVERIFIED, not opened: National Highway Traffic Safety Administration (ed.), Standing General Order 2021-01 on crash reporting, Third Amended order of 24 April 2025, taken from a search summary; the agency page returned an access error. NHTSA, Washington. Observation year 2025. Accessed 2026-11-03. Cited in chapter 4, chapter 6, chapter 8
- 31UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 10218-1:2025 Robots and robotic devices, safety requirements for industrial robots, Part 1 (third edition, published 5 February 2025), taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03. Cited in chapter 3, chapter 4, chapter 6
- 32UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 25785-1, safety requirements for industrial mobile robots with actively controlled stability, Part 1: Robots, committee draft in preparation, taken from a search summary of the catalogue entry. ISO, Geneva. Observation year 2025. Accessed 2026-11-03. Cited in chapter 4, chapter 6
- 33UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 13482:2014 Robots and robotic devices, safety requirements for personal care robots, cited from memory. ISO, Geneva. Observation year 2014. Accessed 2026-11-03. Cited in chapter 6
- 34UNVERIFIED, not opened: International Organization for Standardization (ed.), ISO 3691-4 Industrial trucks, safety requirements and verification, Part 4: Driverless industrial trucks and their systems, cited from memory. ISO, Geneva. Observation year 2023. Accessed 2026-11-03. Cited in chapter 6
- 35UNVERIFIED, not opened: Regulation (EU) 2023/1230 of the European Parliament and of the Council of 14 June 2023 on machinery, Official Journal of the European Union; the official page returned no content, summary read through the EU-OSHA page. Observation year 2023. Accessed 2026-11-03. Cited in chapter 2, chapter 4, chapter 6, chapter 8
- 36UNVERIFIED, not opened: Regulation (EU) 2024/1689 of the European Parliament and of the Council laying down harmonised rules on artificial intelligence, Official Journal of the European Union, 2024, cited from memory; summary read through the Commission page. Observation year 2024. Accessed 2026-11-03. Cited in chapter 4, chapter 6, chapter 8
- 37UNVERIFIED, not opened: Federal Aviation Administration (ed.), Normal Category Rulemaking for Beyond Visual Line of Sight, notice of proposed rulemaking (Part 108), August 2025, taken from a search summary of a law-firm note. FAA, Washington. Observation year 2025. Accessed 2026-11-03. Cited in chapter 6
- 38UNVERIFIED, not opened: US Department of Defense (ed.), Directive 3000.09, Autonomy in Weapon Systems, 25 January 2023, text returned an access error; summary read through a news article. DoD, Washington. Observation year 2023. Accessed 2026-11-03. Cited in chapter 6, chapter 8
- 39UNVERIFIED, not opened: IEA (ed.), Global Critical Minerals Outlook 2026, the page returned an access error; no figure used. International Energy Agency, Paris. Observation year 2026. Accessed 2026-11-03. Cited in chapter 4, chapter 8
- 40UNVERIFIED, not opened: US Geological Survey (ed.), Mineral Commodity Summaries 2026, rare earths, the file returned an access error; no figure used. USGS, Reston. Observation year 2026. Accessed 2026-11-03. Cited in chapter 4, chapter 8
- 41UNVERIFIED, not opened: Ministry of Commerce of the People’s Republic of China (ed.), announcement of export controls on seven rare earth elements and related magnets, April 2025, taken from a search summary. MOFCOM, Beijing. Observation year 2025. Accessed 2026-11-03. Cited in chapter 2, chapter 4, chapter 8
- 42UNVERIFIED, not opened: International Federation of Robotics (ed.), Global Sales of Professional Service Robots Surge 24% (press release, 2026), only the headline was seen on another page. International Federation of Robotics, Frankfurt. Observation year 2025. Accessed 2026-11-03.
- 43UNVERIFIED, not opened: Autor, D.H., Why Are There Still So Many Jobs? The History and Future of Workplace Automation, Journal of Economic Perspectives 29(3), 3 to 30, 2015, cited from memory. Observation year 2015. Accessed 2026-11-03. Cited in chapter 6, chapter 8
- 44UNVERIFIED, not opened: Frey, C.B. and Osborne, M.A., The future of employment: How susceptible are jobs to computerisation?, Technological Forecasting and Social Change 114, 254 to 280, 2017, cited from memory. Observation year 2017. Accessed 2026-11-03. Cited in chapter 6, chapter 8
- 45UNVERIFIED, not opened: Hyundai Motor Group plan to build up to 30,000 robots a year by 2028, taken from a search summary of an Axios report of 5 January 2026; the page returned an access error. Company plan, weak evidence. Observation year 2026. Accessed 2026-11-03.
- 46UNVERIFIED, not opened: International Federation of Robotics (ed.), Top 5 Global Robotics Trends 2026, the page returned an access error; no figure used. International Federation of Robotics, Frankfurt. Observation year 2026. Accessed 2026-11-03.
C.2Publication record
Publication
- Title
- Exponential Technology Report 2026: Robotics and Autonomous Systems, Baseline Edition
- Series
- Reports · Exponential Technology Series XT-03
- Edition
- Baseline Edition 2026 · inaugural annual
- Version
- v1.0.0 · draft for stewardship review
- Publication ID
- NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-v1.0.0
- Evidence close
- 30 September 2026
- Publication date
- October 2026
- DOI
- concept and version DOI at deposit
Publisher
- Publisher of record
- The Global Centre for Risk and Innovation (GCRI), for the Nexus Consortium
- Place
- Toronto
- Editor
- Saeed Valadbaygi, Chief Steward and Managing Editor
- Stewards
- GCRI · technical truth · GRF · public meaning · GRA · capital meaning
- Licence
- text CC BY 4.0; data on the terms of each source
- Copyright
- © 2026 GCRI · Nexus Consortium
- Language
- English (en-GB) source edition
- Correspondence
- Registry correction pathway · editorial office
Colophon
- Format
- A4 portrait · screen, print and archival PDF
- Typefaces
- Space Grotesk (display) · Geist (text) · IBM Plex Sans Italic (standfirsts) · IBM Plex Mono (data)
- Design standard
- Reports Foundational Edition, Volume I, Part VII
- Accessibility
- tagged PDF and HTML targets; text alternatives for every figure
- Production
- Reports editorial team, GCRI
Release path for this version
| Step | What happens | When |
|---|---|---|
| Draft | editorial self-check complete at evidence close | October 2026 |
| Steward review | five passes on the exact draft (keys T · M · F · N) | Q4 2026 |
| Approval | publication authority approves the exact digest | before release |
| Deposit | concept and version DOI minted; registry pointer set | at release |
| Succession | the 2027 robotics edition reports changes against this baseline | 2027 |
- Current version
- v1.0.0 draft, stewardship review
- Previous edition
- none, first edition of the series
- Next edition
- NR-XTECH-ROBOTICS-GLOBAL-2027-v1.0.0
- Latest version
- resolve the concept DOI or the registry record
- Correction route
- Registry correction pathway
- Notice types
- erratum · addendum · supersession · withdrawal
C.3Corrections log
0correction notices. No edition has been released yet, so none can be corrected; the log below lists each edition’s current version.
| Edition | Version | Date | State | Change | Notice |
|---|---|---|---|---|---|
| XT-03 | NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-v1.0.0 | October 2026 | Draft | Baseline Edition 2026, inaugural annual edition, | None |
Notice types: erratum, addendum, supersession, withdrawal. A correction is a new version with a published notice; the earlier version stays resolvable, and no edition is ever edited in silence.
C.4Open record
This edition’s open record
- Publication ID
- NR-XTECH-ROBOTICS-GLOBAL-2026-BASELINE-v1.0.0
- Desk identifier and series alias
- NR-XTC-XT-03-2026-BL
- Collection
- None
- DOI
- Concept and version DOI at deposit, on Zenodo with DataCite metadata
- Versions
- Each correction is a new version (isNewVersionOf); the concept DOI resolves to the latest
- Bundle
- RO-Crate 1.2 with CITATION.cff, CodeMeta and PROV-O provenance; a signed manifest
- Licence
- CC BY 4.0 (SPDX CC-BY-4.0) for original material; metadata CC0 1.0
Credit and identity
- ORCID
- Your iD in the deposit and the contribution record; DataCite can then add the work to your ORCID record
- ROR
- Your organisation by its ROR identifier, never by a typed name alone
- CRediT
- Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualisation, Writing, review and editing
- Account
- None needed to contribute; never a password
Find and follow
Search the open indexes for Robotics and Autonomous Systems; software is cited by its SWHID from Software Heritage, and a quantified scenario run is preregistered on OSF before it is run. Annotation is your choice: Hypothesis opens this page in its own viewer.
Mirrors and harvest
The DOI is canonical. At release each signed bundle is also given an IPFS content identifier and a bloxberg anchor as mirrors; both are listed in the record once they exist. Zenodo exposes every record over OAI-PMH, and reviews and endorsements can arrive through COAR Notify where the repository supports it.
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}C.5Where this edition sits among the six pillars
Foundry seals the evidence and Universe tests it; Reports publishes it; Standards takes its corrections and Academy teaches from it.
- F03 Sealed observations and indicator series Foundry Sealed observations and indicator series behind a profile (closeout).
- F04 After-action and scenario findings for Universe After-action and scenario findings for chapters 10 and 13 (after action review).
- F05 National Portfolio movement for chapter Foundry National Portfolio movement for chapter 11 (after action review).
- Applied in editions Standards Nexus Standards: applied in editions.
- XT-03 edition Reports Robotics and Autonomous Systems 2026, published in every format with its sources, citation and corrections.
- F06 Method and correction findings as change Standards Method and correction findings as change proposals (correction).
- F12 Q4 synthesis informs the next-year Universe Q4 synthesis informs the next-year mandate (renewal).
- Taught in the open Academy Risk Academy: taught in the open.
What Foundry and Universe hand to this edition, and what it hands to Standards, Universe and Academy. From the programme spine; XT-03 is a drafted Baseline Edition, so these handoffs run from its first operational quarter.
| Handoff | Between | What crosses, and when |
|---|---|---|
| F03 | Foundry to Reports | Sealed observations and indicator series behind a profile (closeout). |
| F04 | Universe to Reports | After-action and scenario findings for chapters 10 and 13 (after action review). |
| F05 | Foundry to Reports | National Portfolio movement for chapter 11 (after action review). |
| Ring | Nexus Standards to Reports | Nexus Standards: applied in editions. |
| F06 | Reports to Nexus Standards | Method and correction findings as change proposals (correction). |
| F12 | Reports to Universe | Q4 synthesis informs the next-year mandate (renewal). |
| Ring | Reports to Risk Academy | Risk Academy: taught in the open. |
