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GCRIArtificial Intelligence and Autonomous SystemsIn development
Global subject programme

Global subject programme

Priorities of Artificial Intelligence and Autonomous Systems shared across countries, and the methods used to compare them. A global programme is a shared agenda, not a claim of global offices.

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

Programme portfolio

AI and autonomous systems · Global subject programme

Portfolio viewGCRI · Artificial Intelligence and Autonomous Systems

Where the work sits

placeholder geography

Portfolio

Model registryModel registry and cardsBuildOn track
Deployment zone AIncident reporting pipelineBuildAt risk
Agent sandboxEvaluation suite v2ScopingOn track
Evaluation labPublic service pilot…BuildOn track

Decisions waiting on owners

  1. D-1Model registry and cardsEvaluation lead · decision record14 d
  2. D-2Incident reporting pipelineEvaluation lead · decision record2 d
  3. D-3Evaluation suite v2Model owner · decision record11 d

Artificial Intelligence and Autonomous Systems · Programme portfolioProgramme portfolio, in outline: domain structure with placeholder names and illustrative values, not a record.

01In brief

The short answer.

The Artificial Intelligence and Autonomous Systems global programme is the shared agenda of priorities in the artificial intelligence field that cut across countries, such as model evaluation and labour and social effects, with the methods used to compare them. It is an agenda, not a claim of global offices, and each element shows its status from the programme record.

02Canvas

Scoping to review.

Canvas · scoping to reviewDesign, not a record
Global subject programme: a programme through its gatesA request with a named owner becomes a scoping note; inputs are qualified at a gate; delivery runs in workstreams; a controlled test and an independent review precede publication; the owner decides. 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 global subject programme, 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 global subject programme, 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

Global subject programme 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.

05Global frame

The agreements and bodies a global AI programme reads against.

Process or bodyWhat it sets
OECD AI PrinciplesIntergovernmental principles
UNESCO Recommendation on the Ethics of AIEthical guidance with readiness assessments
Council of Europe Framework Convention on AITreaty on AI, human rights, democracy and rule of law
International AI Safety ReportScientific assessment of advanced AI risks
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.

All programmes in Artificial Intelligence and Autonomous Systems

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
ProgrammeA group of related projects and activities managed together to obtain benefits that managing them separately would not, in the sense the Project Management Institute's programme standard uses.
Results-based managementA management approach in which everyone contributing to a set of results makes sure their processes, products and services serve those results, and measures progress against them, as the UN Development Group handbook sets out.
Theory of changeA stated chain of causes from a programme's activities to its intended outcomes, used to plan evaluation.
General-purpose AI modelAn AI model that can perform a wide range of distinct tasks and be integrated into many applications.
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.
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Around Artificial Intelligence and Autonomous Systems.

Artificial Intelligence and Autonomous Systems

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