nexustandards.com/digital-ai · 5 taught
Digital, Cyber and AI
NRS-H97 AI misuse and capability uplift; NRS-H100 Robotics, autonomy and autonomous weapons
5standards1discipline
Illustrative: packages on a board with routed traces carrying clocked signals, or a data hall of racks and their status lights
Risk Academy, led by the Nexus Consortium · Governance, Policy and International Affairs · Department of Science, Technology and Society
Dual-use items, export control regimes, investment screening and compute
Technology security: dual-use, export controls and compute governance
Technology security covers the security governance of technologies that can be used for harm as well as benefit: dual-use research and goods, export control regimes, investment screening and the governance of advanced compute, what these instruments can and cannot control, and how organisations comply.
- Courses
- In preparation
- Levels
- In development
- Labs
- In development
- Dual-use technology and research
- Multilateral export control regimes
- National export and investment screening
- Compute governance and thresholds
- Semiconductor supply and controls
- Technology transfer and research security
- Compliance programmes for controlled items
- Effects of controls on innovation and access
Courses in development extend the scope to one further subject: Dual-use technology, export controls and compute governance.
02Maps
Build a twin of any place
Search any place or open the world; the layers and generators follow technology security: dual-use, export controls and compute governance on the planet map, the globe and in 3D.
Governance, Policy and International AffairsAny placeTwin builder
- 13 countries
- First-level divisions, geoBoundaries gbOpen with a licence gate per boundary: read live when the 3D twin opens
- Natural events, NASA EONET: read live when the 3D twin opens
Drag to turn the globe, Ctrl with the wheel to zoom. Keyboard: arrows turn, + and – zoom, 0 resets, V steps through the views, Escape clears.
2 live layers, checked 17 Oct 2026
Places5
Layers3
iCredits
- Countries (Natural Earth 1:110m) The 13 countries with any vertex inside the box, as published at 1:110m with their name, ISO3 code and the Natural Earth population estimate. Made with Natural Earth (public domain), version 5.1.2 bundled at build time. read 2026-10-17. Estimate: Boundaries as published imply no position on any territory; the population figure is the Natural Earth estimate carried in the file, not a census count.
- First-level divisions, geoBoundaries gbOpen with a licence gate per boundary First-level divisions of the countries whose API record passes the licence gate in your browser, for the institutional reach view; a refused licence leaves the country without divisions and says why. geoBoundaries (Runfola et al. 2020, www.geoboundaries.org) and, per country, the boundary's own source and licence as the API record states them (Ethiopia ADM1: Open Africa, Code for Ethiopia, CC BY 4.0). Live: this page requests www.geoboundaries.org when the layer is opened; the data date is printed with it. Estimate: Boundaries as published imply no position on any territory. The gate reads each record's boundaryLicense before any geometry is requested; one request per country per page view.
- Natural events, NASA EONET live Open natural events (storms, fires, floods, volcanoes) of the last twenty days inside the box, with their category and source. NASA Earth Observatory Natural Event Tracker (EONET); each event keeps its original source link; no NASA endorsement implied. Live: this page requests eonet.gsfc.nasa.gov when the layer is opened; the data date is printed with it. Estimate: Event metadata curated by NASA from the named sources; not a warning.
Why this place: A region of about 2,300 by 2,500 kilometres where regional bodies (IGAD, the African Union, the East African Community, the Nile Basin Initiative) overlap with shared-water diplomacy on the Nile, drought and flood alerts, displacement and conflict, so institutional mandates, foresight and cross-border policy can be taught on the same globe. The twin is globe-scale rather than terrain-scale: it draws countries and first-level divisions as published, with the disclaimer that boundaries imply no position on any territory. Data quality: Natural Earth is bundled and public domain, geoBoundaries publishes each division with its own licence (Ethiopia ADM1 is CC BY 4.0 from Open Africa and Code for Ethiopia), NASA EONET events are live and open, and the INFORM Risk Index is published per country by the Joint Research Centre of the European Commission. It connects to the Risk governance and institutions, Diplomacy, cooperation and the global commons, Climate and nature governance, Conflict, fragility and security and foresight disciplines and to the convening and policy context pages of the ecosystem sites.
Flat map of the same data: the 13 countries on a graticule and the numbers below. The globe opens on devices that can draw it, once its code has been checked; the live events and divisions load in the globe on request, each with its data date.
The boundaries, names and designations shown do not imply any judgement on the legal status of any territory, or any endorsement or acceptance of such boundaries. Countries: Natural Earth (public domain).
03Live map
Activity and hazards in the Black Sea region
Night-time lights and population, the geography of production and markets, with floods and sea state, over the Black Sea region.
The interactive map needs JavaScript; the layer list and sources are below.
Layers 2
Activity and hazards
Keyboard, with the map focused
Hold Ctrl or ⌘ and scroll to zoom
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.
Activity and hazards, framed on the Black Sea region.Satellite and model products as NASA publishes them, each with its own date. They are indicators, not assessments of any place.
Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · NASA EONETSources 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
- 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). doi:10.7927/H49C6VHW. CC BY 4.0
- 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
- GHRSST Level 4 MUR analyses, NASA Jet Propulsion Laboratory; distributed by the NASA Physical Oceanography DAAC (PO.DAAC); 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). Cite as: NASA/METI/AIST/Japan Spacesystems and U.S./Japan ASTER Science Team (2019). ASTER Global Digital Elevation Model V003. doi:10.5067/ASTER/ASTGTM.003. 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.
- Live events: NASA Earth Observatory Natural Event Tracker (EONET); events are indicative and keep their original source links.
- NASA GIBS: 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).
- Weather data by Open-Meteo.com (https://open-meteo.com/), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).
- 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
- Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
- Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026
- Sea surface temperature anomaly: GHRSST MUR25, NASA JPL PO.DAAC · 12 Oct 2026
- True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE · 13 Oct 2026
04The subject
The subject, methods and measures and debates and bodies
The field and its scope
For export control and research security officers, policy analysts and technology leaders who must understand how dual-use goods, research, investment and advanced compute are controlled, what the controls achieve and how organisations comply.
Quantities and units
Methods and their limits
Each method is listed with what it assumes and where it fails.
What the field debates
Bodies that set practice, and the data they publish
Bodies and standards are named so learners can find and apply their published work; the Academy teaches their use and links to the publisher, and no affiliation is implied.
05The method
From parameters and tokens to a threshold: how training compute becomes a regulatory trigger
The compute used to train a model is about six times its parameter count times the tokens it sees; measured in floating-point operations, that quantity is compared with a stated threshold, and crossing it triggers obligations, screening and sometimes a licence decision.
Sources: Sastry and others, Computing Power and the Governance of Artificial Intelligence (2024); European Parliament and Council, Regulation (EU) 2024/1689 (Artificial Intelligence Act) (2024); European Parliament and Council, Regulation (EU) 2021/821 setting up a Union regime for the control of exports of dual-use items (2021); Ding and Dafoe, The Logic of Strategic Assets: From Oil to AI (2021); Bengio and others, International AI Safety Report 2025 (2025).
06At a glance
At a glance, standards and evidence, research and evidence, what is changing and learning
Technology security: dual-use, export controls and compute governance at a glance
risksacademy.comgovernance-policydiscipline
- Open, 0
- In preparation, 1
- Subtopics, 8
Nexus Standards it teaches and relies on
The Nexus Standards the discipline teaches toward, grouped by master standard, with the disciplines that teach each.
Nexus Standards at the AcademyThe Academy proposes how each discipline teaches toward the Nexus Standards; the mapping is open for public review.
Research and tools
Research and preprints as they are published, by discipline, with the faculty's other tools.
The hub lists the newest research and preprints for Technology security: dual-use, export controls and compute governance, each with its source and date. Open the research hub
What is changing now
Recent developments in technology security: dual-use, export controls and compute governance, each with its source; sources checked on 16 October 2026.
Courses in this discipline
Courses for this discipline are in development; until they open, study it through the connected courses and open lessons below.
The course catalogue lists every open course of the Academy.
07Console
How Technology security: dual-use, export controls and compute governance is taught, as a process you can run
Press Play to run this process from this page's own data.
08Practice
Practice, learning and connections
How technology helps and what risk it brings
Achievements in this discipline
Course achievements
One for each course with this as its primary discipline, earned when you pass the course's assessed activities.
Department: Science, Technology and Society
Earn two discipline achievements in the Department of Science, Technology and Society. In development.
An achievement is a record of the learning completed and assessed here. How recognition works.
Where the subject is practised
A field platform page on this subject is in development.
The two Foundry systems where it is practised
- FoundryNXS-NSF systemPurpose and jurisdiction constraintsAuthority room
- NXS-COR systemCompute placement under residency rulesPlacement room
Foundry system pages describe what each system and its rooms are designed to do; the courses teach the methods these systems apply.
Across the ecosystem
09Take part
Take part in Governance, Policy and International Affairs
Start from who you are.
10References
Core references and where to begin
Start with Farrell, then Ding, then Sastry.
11Questions
Questions, answers and key terms
Is study here free?
Yes. Every course and learning material of Risk Academy, led by the Nexus Consortium, is free to study, self-paced or with a cohort. Ordinary participation has no fee; paid work, internships and fellowships are separate arrangements.
What does completing a course give me?
A completion record: the course, its version, the date and what was assessed, private by default and shared by you. It stacks into discipline, department and programme achievements. A record states what was studied and assessed and does not certify competence; it is not a licence, a professional title or an employment status.
Where do the data and the places come from?
Every faculty teaches on a twin of a real place built from open data; each layer carries its provider, licence and date, and every result on the Academy states its source. Maps and figures are indicators for teaching, never an assessment of a place.
How do I take part beyond the courses in technology security: dual-use, export controls and compute governance?
Form a competence cell of three to seven people, study a shared pathway, take a supervised assignment in the National Working Groups, or bring a cohort from your institution. For organisations.
Key terms
Term
Dual-use item
A good, software or technology that can be used for both civilian and military or harmful purposes.
Term
Export control
A legal restriction on sending certain goods, software or technology abroad.
Term
Investment screening
A government review of foreign investment in sensitive sectors for security risk.
Term
Compute governance
Rules and practices that oversee access to and use of large-scale computing for advanced AI.
ReportsContribute
Contribute evidence from this page.
Reports is the Consortium's quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.
Risk Academy
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Around Technology security: dual-use, export controls and compute governance
Technology security: dual-use, export controls and compute governance
Prepare with a related course
Open courses in connected disciplines teach the methods this discipline will build on.