G-P08 · PROCESS · regionalGCRI dossier · service level R0
GCRIArtificial Intelligence and Autonomous SystemsIn development
Regional applications

Regional subject applications

Issues in Artificial Intelligence and Autonomous Systems shared across a region, and the cooperation that addresses them. Each regional application shows its status from the programme record.

Publisher
The Global Centre for Risk and Innovation
Field
Artificial intelligence, Data and compute
Status
In development
Service level
R0: information and enquiries

Workstream tracker

Regional subject applications · Programme year 3

Two milestones at riskGCRI · Artificial Intelligence and Autonomous Systems

Workstreams

owner · stage · status

Agent permission modelAI risk committeeScopingM4 · week 6At risk
Model registry and cardsDeployerReviewM8 · week 38On track
Public service pilot assessmentModel ownerTestM3 · week 2On track
Evaluation suite v2Evaluation leadTestM5 · week 10Blocked
Energy use disclosureModel ownerBuildM5 · week 8On track

Effort against plan

person-weeks

Agent permission model39 pw · req 36Model registry and…44 pw · req 22Public service pilot…22 pw · req 30Evaluation suite v214 pw · req 42

Milestones

  1. W5M1Agent permission model: scoping note signed
  2. W12M2Inputs qualified at the gate
  3. W21M3Model registry and cards: build review
  4. W30M4Controlled test with observers
  5. W39M5Publication and decision record

Artificial Intelligence and Autonomous Systems · Workstream trackerWorkstream tracker, in outline: domain structure with placeholder names and illustrative values, not a record.

01In brief

The short answer.

Artificial Intelligence and Autonomous Systems regional applications address problems in the artificial intelligence field that the countries of a region share, such as agentic systems, and the cooperation that responds to them. Each application is listed with its status from the programme record, and regional bodies and governments keep their own mandates and decisions.

02Canvas

Scoping to review.

Canvas · scoping to reviewDesign, not a record
Regional subject applications: the policy cycleA problem reaches the agenda, options are formulated and appraised, consultation tests them, the mandate holder decides, implementation and monitoring follow, and evaluation feeds the next agenda. Design of the process, not a record of a run.

Fig.A programme from scoping to the owner's decision. Design, not a record.

03Geography

Connected activity in East Asia.

For regional subject applications, in GCRI's spatial-intelligence reading, the map opens on night lights, true-colour imagery and population density with true colour from NASA GIBS, framed on East Asia; 3 further NASA layers wait in the list.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 3

Connected activity, for this page

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

For regional subject applications, in GCRI's spatial-intelligence reading, the map opens on night lights, true-colour imagery and population density with true colour from NASA GIBS, framed on East Asia; 3 further NASA layers wait in the list.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · Copernicus Sentinel-2 L2A · NASA HLS S30Sources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • MODIS land products (vegetation indices, gross primary production, land cover), NASA LP DAAC and LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Observed (EO): Copernicus Sentinel-2 L2A (contains modified Copernicus Sentinel data 2026), Microsoft Planetary Computer
  • Observed (EO): NASA HLS S30 (contains modified Copernicus Sentinel data 2026). We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS).
  • Optional layers (5 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE · 13 Oct 2026
  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Land cover type (IGBP), yearly: MODIS Terra and Aqua land cover (MCD12Q1), NASA LP DAAC · 2024
  • Enhanced vegetation index, rolling 8 days: MODIS Terra EVI, NASA LANCE · 13 Oct 2026
  • Vegetation greenness (NDVI), rolling 8 days: MODIS Terra NDVI, NASA LANCE · 13 Oct 2026

04Scope

Regional applications in Artificial Intelligence and Autonomous Systems.

  1. 01

    Model evaluation

    Validity, calibration and generalization.

  2. 02

    Agentic systems

    Tool access, delegated authority and safe execution.

  3. 03

    AI cyber security

    Adversarial methods and model exposure.

  4. 04

    AI in science

    Discovery and reproducibility.

  5. 05

    AI and public services

    Public accountability, access and rights.

  6. 06

    Autonomous physical systems

    Robots, sensors and controls.

05Regional frame

Where regional cooperation on AI happens.

Regional regulation and cooperation shape how AI is placed on markets and used in the public sector.

  • Regional AI regulation, such as the EU AI Act, applied in stages.
  • Regional networks of AI safety and assurance bodies.
  • Regional data governance frameworks.
06Status

Work is shown as its record stands.

Programmes are listed as exploring, forming, constituted, active, paused or archived. Country and regional entries appear when a programme record supports them.

07Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
SubsidiarityThe principle that a decision is taken at the lowest level able to take it well, with a higher level acting only where the objective cannot be achieved closer to the people concerned; the Treaty on European Union states it.
Multi-level governanceShared decision-making across local, regional, national and international levels of government.
Tool useAn AI system's ability to call external functions, services or software to act.
08Sources

Where this page's references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

09Questions

Questions and answers.

How do I propose work at this level?
Write to contact@therisk.global or a regional desk. A proposal receives a reference.
Artificial Intelligence and Autonomous Systems

Bring your expertise to this field.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.