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\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auto;padding:0 16px;font-family:ui-sans-serif,system-ui,-apple-system,\"Segoe UI\",sans-serif;line-height:1.55;overflow-wrap:break-word}#nxe-n2omhjwr.nxe :where(*,*::before,*::after){box-sizing:inherit}#nxe-n2omhjwr.nxe :where(section,header,footer,nav,aside){display:block;margin:0 0 32px}#nxe-n2omhjwr.nxe :where(h1,h2,h3,h4){line-height:1.2;margin:24px 0 12px;font-weight:600}#nxe-n2omhjwr.nxe :where(p,ul,ol,dl,table,figure,details){margin:0 0 16px}#nxe-n2omhjwr.nxe :where(ul,ol){padding-left:20px}#nxe-n2omhjwr.nxe a{color:inherit;text-decoration:underline;text-underline-offset:2px}#nxe-n2omhjwr.nxe table{border-collapse:collapse;width:100%;display:block;overflow-x:auto}#nxe-n2omhjwr.nxe :where(th,td){padding:6px 8px;text-align:left;vertical-align:top;border-bottom:1px solid;border-color:inherit}#nxe-n2omhjwr.nxe svg{display:none}#nxe-n2omhjwr.nxe svg.nx-i{display:inline-block;width:18px;height:18px;vertical-align:-3px}#nxe-n2omhjwr.nxe :where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n2omhjwr.nxe img{max-width:100%;height:auto}<\/style><svg class=\"nx-defs\" aria-hidden=\"true\" focusable=\"false\" width=\"0\" height=\"0\"><defs><linearGradient id=\"nx-gi\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-giu\" gradientUnits=\"userSpaceOnUse\" x1=\"0\" y1=\"0\" x2=\"800\" y2=\"0\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-gp\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gp-a\"\/><stop offset=\"1\" class=\"nx-gp-b\"\/><\/linearGradient><\/defs><\/svg><section class=\"nx-hero\" data-layout=\"editorial\" aria-labelledby=\"nx-title-1\"><div class=\"nx-container\"><div class=\"nx-theme-toggle\" role=\"group\" aria-label=\"Appearance of this page\" hidden><button type=\"button\" data-mode=\"light\" aria-pressed=\"false\">Light<\/button><button type=\"button\" data-mode=\"dark\" aria-pressed=\"false\">Dark<\/button><button type=\"button\" data-mode=\"auto\" aria-pressed=\"true\">Auto<\/button><\/div><div class=\"nx-folio\" aria-label=\"Document reference\"><strong>R-P03 \u00b7 TOPIC \u00b7 ai-oversight-and-accountabil<\/strong>GRF dossier \u00b7 service level R0<\/div><div class=\"nx-hero-grid\"><div class=\"nx-hero-text\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">GRF<\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">AI and Digital Governance<\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">In development<\/span><\/div><div class=\"nx-accent-row\"><span class=\"nx-accent-rule\" aria-hidden=\"true\"><\/span><span>Topic dossier \u00b7 AI and Digital Governance<\/span><\/div><h1 id=\"nx-title-1\" class=\"nx-hero-title\">AI oversight and accountability<\/h1><p class=\"nx-tagline\">When an AI system causes harm, someone must be able to find out what happened and answer for it. Oversight relies on documentation, logging, audit, incident reporting and authorities with the powers and skills to use them. Accountability is spread across developers, deployers, boards and regulators, and can dissolve between them. This page sets out how AI oversight holds or fails, the records that show it, and who holds each decision.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/contact\/\">Make an enquiry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/\">Back to Topics<\/a><\/div><\/div><div class=\"nx-hero-panel\"><div class=\"nx-register\" data-variant=\"contents\"><div class=\"nx-register-head\"><span class=\"nx-eyebrow\"><strong>In this dossier<\/strong><\/span><span class=\"nx-eyebrow\">7 parts<\/span><\/div><ol class=\"nx-register-rows\"><li><a href=\"#nx-sec-brief-answer\"><span class=\"nx-register-n\">01<\/span><span class=\"nx-register-k\">In brief<\/span><span class=\"nx-register-v\">The short answer<\/span><\/a><\/li><li><a href=\"#nx-sec-question\"><span class=\"nx-register-n\">02<\/span><span class=\"nx-register-k\">The question<\/span><span class=\"nx-register-v\">AI oversight and accountability: how the risk develops<\/span><\/a><\/li><li><a href=\"#nx-sec-terms\"><span class=\"nx-register-n\">03<\/span><span class=\"nx-register-k\">Key terms<\/span><span class=\"nx-register-v\">Terms used on this page<\/span><\/a><\/li><li><a href=\"#nx-sec-indicators\"><span class=\"nx-register-n\">04<\/span><span class=\"nx-register-k\">Indicators<\/span><span class=\"nx-register-v\">What is measured, and how well<\/span><\/a><\/li><li><a href=\"#nx-sec-pipeline\"><span class=\"nx-register-n\">05<\/span><span class=\"nx-register-k\">Canvas<\/span><span class=\"nx-register-v\">From sources to decisions<\/span><\/a><\/li><li><a href=\"#nx-sec-sources\"><span class=\"nx-register-n\">06<\/span><span class=\"nx-register-k\">Sources<\/span><span class=\"nx-register-v\">Where the evidence comes from<\/span><\/a><\/li><li><a href=\"#nx-sec-decisions\"><span class=\"nx-register-n\">07<\/span><span class=\"nx-register-k\">Decisions<\/span><span class=\"nx-register-v\">Who decides, and what the evidence serves<\/span><\/a><\/li><\/ol><p class=\"nx-register-foot\">GRF \u00b7 In development \u00b7 service level R0<\/p><\/div><\/div><\/div><\/div><\/section> <nav class=\"nx-index-strip\" data-nx-spy=\"true\" aria-label=\"On this page\"><div class=\"nx-container\"><a href=\"#nx-sec-brief-answer\"><span>01<\/span>The short answer<\/a><a href=\"#nx-sec-field\"><span>02<\/span>Connected activity in East Asia<\/a><a href=\"#nx-s-4-sec\"><span>03<\/span>Public algorithm register, in outline<\/a><a href=\"#nx-sec-question\"><span>04<\/span>AI oversight and accountability: how\u2026<\/a><a href=\"#nx-sec-terms\"><span>05<\/span>Terms used on this page<\/a><a href=\"#nx-sec-indicators\"><span>06<\/span>What is measured, and how well<\/a><a href=\"#nx-sec-pipeline\"><span>07<\/span>From sources to decisions<\/a><a href=\"#nx-sec-sources\"><span>08<\/span>Where the evidence comes from<\/a><\/div><\/nav> <section id=\"nx-sec-brief-answer\" class=\"nx-section\" data-hue=\"project\" data-variant=\"stack\" aria-labelledby=\"nx-s-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">In brief<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">The short answer.<\/h2><p class=\"nx-lede\">AI oversight is the set of duties, records and authorities through which developers and deployers of AI are held to account for its effects. It depends on documentation and logging, regulators with capacity, and incident reporting. Legislatures, regulators, boards and courts hold the decisions.<\/p><\/div><\/div><\/section><section id=\"nx-sec-field\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-s-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Geography<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">Connected activity in East Asia.<\/h2><p class=\"nx-lede\">For ai oversight and accountability, in GRF's situational-awareness reading, the map opens on population density, night lights and flood water with night lights tonight from NASA GIBS, framed on East Asia; 3 further NASA layers wait in the list.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-canvas-wrap\"><div class=\"nx-cmap-field\" data-nx-map=\"ctx-field\" data-cmap=\"east-asia:digital\" data-ml-points=\"on\" data-ml-src=\"digital\" data-ml-plan=\"p-484feb9c\"><div class=\"nx-wm\" data-nx-water=\"ctx-digital\" data-wm-domain=\"ctx-digital\" data-wm-tiles=\"on\" data-wm-flat=\"on\" data-wm-focus=\"100,18,146,50\" data-ws-live=\"off\" data-claim=\"INTEGRATED\" data-wm-panel=\"closed\" data-wm-mode=\"2d\"><div class=\"nx-wm-stage\" tabindex=\"0\" role=\"application\" aria-roledescription=\"interactive map\" aria-label=\"Connected activity, East Asia: satellite and model layers from NASA on a 3D terrain of ASTER GDEM elevation. Arrow keys move; with Shift they turn and tilt in 3D; plus and minus zoom, 0 resets; I inspects, question mark lists the keys.\" aria-describedby=\"nx-wm-help\"><canvas class=\"nx-wm-canvas\" aria-hidden=\"true\"><\/canvas><p class=\"nx-wm-noscript\">The interactive map needs JavaScript; the layer list and sources are below.<\/p><div class=\"nx-wm-presets\" role=\"group\" aria-label=\"Quick views\"><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"flood,people||||\" aria-pressed=\"false\">People and floods<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"flood,ntl||||\" aria-pressed=\"false\">Floods and lights<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"ntl,people||||\" aria-pressed=\"false\">Lights and people<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"people||||\" aria-pressed=\"false\">Population<\/button><\/div><div class=\"nx-wm-panel\" id=\"nx-wm-panel\" role=\"region\" aria-label=\"Map layers\"><div class=\"nx-wm-panel-head\"><p class=\"nx-wm-panel-title\">Layers <span class=\"nx-wm-count\">3<\/span><\/p><button type=\"button\" class=\"nx-wm-icon nx-wm-panel-close\" data-wm-act=\"panel\" aria-label=\"Close the layer list\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.5 3.5l9 9M12.5 3.5l-9 9\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><div class=\"nx-wm-panel-body\"><div class=\"nx-wm-group\"><p class=\"nx-wm-group-title\">Connected activity, for this page<\/p><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"people\" aria-pressed=\"true\" data-wm-z=\"20\" data-wm-lag=\"0\" data-wm-op=\"0.8\" data-wm-short=\"Population density\" data-wm-prov=\"NASA SEDAC (CIESIN, Columbia University)\" data-wm-kind=\"Census-based estimate, static (2020)\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Population density, 2020<\/span><span class=\"nx-wm-layer-src\">NASA SEDAC (CIESIN, Columbia University) Gridded Population of the World v4.11 \u00b7 <span data-wm-date=\"people\">static<\/span><\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"people\" hidden><\/div><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"ntl\" aria-pressed=\"true\" data-wm-z=\"21\" data-wm-lag=\"0\" data-wm-op=\"0.9\" data-wm-short=\"Night lights\" data-wm-prov=\"NASA LAADS DAAC\" data-wm-kind=\"Satellite radiance, corrected for moonlight and atmosphere\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Night-time lights, daily<\/span><span class=\"nx-wm-layer-src\">NASA LAADS DAAC VIIRS Black Marble (VNP46A2) \u00b7 <span data-wm-date=\"ntl\">12 Oct 2026<\/span><\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"ntl\" hidden><\/div><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"flood\" aria-pressed=\"true\" data-wm-z=\"22\" data-wm-lag=\"0\" data-wm-short=\"Flood water\" data-wm-prov=\"NASA LANCE\" data-wm-kind=\"Satellite detection; clouds leave gaps\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Flood water, 3-day composite<\/span><span class=\"nx-wm-layer-src\">NASA LANCE VIIRS Global Flood Product \u00b7 <span data-wm-date=\"flood\">14 Oct 2026<\/span><\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"flood\" hidden><\/div><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"fires\" aria-pressed=\"false\" data-wm-z=\"23\" data-wm-lag=\"0\" data-wm-op=\"1\" data-wm-breaks=\"10,50,200\" data-wm-short=\"Fires and flares\" data-wm-prov=\"NASA LANCE FIRMS\" data-wm-kind=\"Satellite detection; clouds and overpass timing leave gaps\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Active fires and thermal anomalies, last day<\/span><span class=\"nx-wm-layer-src\">NASA LANCE FIRMS VIIRS NOAA-20 375 m (FIRMS) \u00b7 <span data-wm-date=\"fires\">13 Oct 2026<\/span><\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"fires\" hidden><\/div><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"true\" aria-pressed=\"false\" data-wm-z=\"24\" data-wm-lag=\"1\" data-wm-prov=\"NASA LANCE\" data-wm-kind=\"Satellite image\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">True colour<\/span><span class=\"nx-wm-layer-src\">NASA LANCE VIIRS NOAA-20 corrected reflectance \u00b7 <span data-wm-date=\"true\">13 Oct 2026<\/span><\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"true\" hidden><\/div><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"cover\" aria-pressed=\"false\" data-wm-z=\"25\" data-wm-lag=\"0\" data-wm-time=\"latest\" data-wm-op=\"0.7\" data-wm-short=\"Land cover\" data-wm-prov=\"NASA LP DAAC\" data-wm-kind=\"Satellite classification; latest year GIBS publishes\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Land cover type (IGBP), yearly<\/span><span class=\"nx-wm-layer-src\">NASA LP DAAC MODIS Terra and Aqua land cover (MCD12Q1) \u00b7 <span data-wm-date=\"cover\">2024<\/span><\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"cover\" hidden><\/div><\/div><\/div><\/div><div class=\"nx-wm-rail\" role=\"toolbar\" aria-orientation=\"vertical\" aria-label=\"Map controls\"><button type=\"button\" class=\"nx-wm-icon nx-wm-open\" data-wm-act=\"panel\" aria-controls=\"nx-wm-panel\" aria-expanded=\"false\" aria-label=\"Layers\" title=\"Layers\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M8 2.5l-6.5 3.5 6.5 3.5 6.5-3.5zm-6.5 6.5 6.5 3.5 6.5-3.5m-13 2.8 6.5 3.5 6.5-3.5\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"tools\" aria-controls=\"nx-wm-menu\" aria-expanded=\"false\" aria-label=\"Expert tools\" title=\"Expert tools\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3 4.5l10 0m-10 3.5 10 0m-10 3.5 10 0m-7.5-8.5 0 3m5 .5 0 3m-3.5.5 0 3\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><span class=\"nx-wm-sep\" aria-hidden=\"true\"><\/span><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"in\" aria-label=\"Zoom in\" title=\"Zoom in\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M8 3v10M3 8h10\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"out\" aria-label=\"Zoom out\" title=\"Zoom out\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3 8h10\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"reset\" aria-label=\"Reset the view\" title=\"Reset the view\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.2 8a4.8 4.8 0 1 0 1.5-3.5M3.2 2.6v2.6h2.6\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"full\" aria-label=\"Full screen\" title=\"Full screen\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M2.5 6l0-3.5 3.5 0m7.5 3.5 0-3.5-3.5 0m-7.5 7.5 0 3.5 3.5 0m7.5-3.5 0 3.5-3.5 0\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><div class=\"nx-wm-menu\" id=\"nx-wm-menu\" role=\"menu\" aria-label=\"Expert tools\" hidden><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitemcheckbox\" aria-checked=\"false\" data-wm-tool=\"inspect\">Inspect a point<kbd>I<\/kbd><\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitemcheckbox\" aria-checked=\"false\" data-wm-tool=\"measure\">Measure distance<kbd>M<\/kbd><\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitemcheckbox\" aria-checked=\"false\" data-wm-tool=\"compare\">Compare two dates<kbd>C<\/kbd><\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"share\">Copy a link to this view<\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"png\">Export as PNG with credits<\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"xt\" data-wm-xt=\"nD8AHC9C+3M3ObZpd9R\/Lxb2bo29sfEuijTslQu3cAY=\">More expert tools<\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"keys\">Keyboard shortcuts<kbd>?<\/kbd><\/button><\/div><div class=\"nx-wm-keys\" role=\"dialog\" aria-label=\"Keyboard shortcuts\" hidden><p class=\"nx-wm-keys-title\">Keyboard, with the map focused<\/p><dl class=\"nx-wm-keys-list\"><\/dl><button type=\"button\" class=\"nx-wm-icon nx-wm-keys-close\" data-wm-tool=\"keys\" aria-label=\"Close the shortcuts\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.5 3.5l9 9M12.5 3.5l-9 9\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><p class=\"nx-wm-hint\" hidden>Hold Ctrl or \u2318 and scroll to zoom<\/p><p class=\"nx-wm-toolbar\" role=\"status\" hidden><\/p><div class=\"nx-wm-tip\" role=\"tooltip\" hidden><\/div><div class=\"nx-wm-pin\" hidden><div class=\"nx-wm-pin-head\"><p class=\"nx-wm-pin-title\"><\/p><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"unpin\" aria-label=\"Close the card\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.5 3.5l9 9M12.5 3.5l-9 9\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><div class=\"nx-wm-pin-chart\"><\/div><div class=\"nx-wm-pin-body\"><\/div><\/div><div class=\"nx-wm-dock\"><div class=\"nx-wm-time\" role=\"group\" aria-label=\"Imagery date\"><button type=\"button\" class=\"nx-wm-icon\" data-wm-step=\"prev\" aria-label=\"One day earlier\">\u2039<\/button><p class=\"nx-wm-time-label\">Latest available<\/p><button type=\"button\" class=\"nx-wm-icon\" data-wm-step=\"next\" aria-label=\"One day later\">\u203a<\/button><span class=\"nx-wm-track\" role=\"slider\" tabindex=\"0\" aria-label=\"Imagery date, up to 30 days back\"><\/span><button type=\"button\" class=\"nx-wm-latest\" data-wm-step=\"latest\" aria-pressed=\"true\">Latest<\/button><\/div><div class=\"nx-wm-chips\" role=\"group\" aria-label=\"Legends\"><\/div><p class=\"nx-wm-attrib\">NASA GIBS \/ EOSDIS \u00b7 ASTER GDEM (METI, NASA) \u00b7 Blue Marble (NASA) \u00b7 \u00a9 OpenStreetMap contributors (ODbL) \u00b7 Natural Earth<\/p><div class=\"nx-wm-legends\" aria-live=\"polite\" hidden><\/div><\/div><\/div><div class=\"nx-container nx-wm-below\"><p class=\"nx-wm-status\" role=\"status\">Loading the latest NASA imagery.<\/p><p id=\"nx-wm-help\" class=\"nx-wm-help\">Drag to move. Ctrl or \u2318 and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.<\/p><p class=\"nx-caption\"><span>For ai oversight and accountability, in GRF's situational-awareness reading, the map opens on population density, night lights and flood water with night lights tonight from NASA GIBS, framed on East Asia; 3 further NASA layers wait in the list.<\/span><span data-honesty=\"true\">Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.<\/span><\/p><details class=\"nx-wm-credits\"><summary><span class=\"nx-wm-credits-line\">Data: NASA GIBS \u00b7 ASTER GDEM \u00b7 Blue Marble \u00b7 \u00a9 OpenStreetMap contributors \u00b7 Natural Earth \u00b7 NASA\/NOAA VIIRS \u00b7 GDACS \u00b7 NASA EONET<\/span><span class=\"nx-wm-credits-more\">Sources and licences<\/span><\/summary><p class=\"nx-wm-credit\"><ul class=\"nx-wm-credit-list\"><li data-wm-credit=\"nasa.gibs.field-layers\">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). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.gibs.water-layers\">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). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"sedac.gpw-v4\">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). <a class=\"nx-link\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" rel=\"noopener\">CC BY 4.0<\/a><\/li><li data-wm-credit=\"nasa.laads.black-marble\">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). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.lance.viirs-water\">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). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.lance.firms\">NASA Fire Information for Resource Management System (FIRMS), VIIRS 375 m active fire product, NASA LANCE; vector tiles via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.modis-viirs.land\">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). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa-meti.aster-gdem-v3\">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). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"naturalearth.all-scales\">Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. <a class=\"nx-link\" href=\"https:\/\/www.naturalearthdata.com\/about\/terms-of-use\/\" rel=\"noopener\">Public domain<\/a><\/li><li data-wm-credit=\"nasa.gibs.reference-osm\">\u00a9 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). <a class=\"nx-link\" href=\"https:\/\/www.openstreetmap.org\/copyright\" rel=\"noopener\">ODbL<\/a><\/li><li data-wm-credit=\"nasa.earth-observatory.blue-marble\">Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li>Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, \u00a9 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.<\/li><li>Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, \u00a9 MapLibre contributors.<\/li><li>Observed (EO): NASA\/NOAA VIIRS (Suomi NPP). 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).<\/li><li>Live: GDACS (EC JRC \/ UN OCHA) Events are indicative, not official warnings.<\/li><li>Live: NASA EONET Events are indicative, not official warnings.<\/li><li>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.<\/li><\/ul><p class=\"nx-wm-credit\"><strong>Layers and dates<\/strong><\/p><ul class=\"nx-wm-credit-list\"><li>Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 \u00b7 <span data-wm-date=\"people\">static<\/span><\/li><li>Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC \u00b7 <span data-wm-date=\"ntl\">12 Oct 2026<\/span><\/li><li>Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE \u00b7 <span data-wm-date=\"flood\">14 Oct 2026<\/span><\/li><li>Active fires and thermal anomalies, last day: VIIRS NOAA-20 375 m (FIRMS), NASA LANCE FIRMS \u00b7 <span data-wm-date=\"fires\">13 Oct 2026<\/span><\/li><li>True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE \u00b7 <span data-wm-date=\"true\">13 Oct 2026<\/span><\/li><li>Land cover type (IGBP), yearly: MODIS Terra and Aqua land cover (MCD12Q1), NASA LP DAAC \u00b7 <span data-wm-date=\"cover\">2024<\/span><\/li><\/ul><\/p><\/details><\/div><\/div><div class=\"nx-live-slot nx-live-slot--map\" data-nxf-slot=\"map\" data-nxf-kind=\"map\" data-nxf-resource=\"nexus:\/\/grf\/R-P03\/topics\/ai-oversight-and-accountability\/#map\" data-nxf-title=\"AI and Digital Governance live map\" data-nxf-height=\"560\" hidden><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-s-4-sec\" class=\"nx-section\" data-hue=\"project\" aria-labelledby=\"nx-s-4\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">03<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Console<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">Public algorithm register, in outline.<\/h2><p class=\"nx-lede\">The working screen behind this subject: its structure, terms and states. Names are placeholders and values illustrative.<\/p><\/div><div class=\"nx-section-body\"><figure class=\"nx-fk nx-cx\" data-fk=\"cx-aigov-register\" data-cx=\"aigov.register\" data-variant=\"section\" aria-label=\"Public algorithm register: illustrative console with placeholder names and values\"><div class=\"nx-fk-head\"><div class=\"nx-fk-heading\"><h3 class=\"nx-fk-title\">Public algorithm register<\/h3><p class=\"nx-fk-sub\">AI oversight and accountability \u00b7 Algorithm register \u00b7 Quarter 2<\/p><\/div><div class=\"nx-fk-actions\"><button type=\"button\" class=\"nx-fk-btn\" data-fk-act=\"menu\" aria-haspopup=\"true\" aria-expanded=\"false\" hidden><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 4v11\"\/><path d=\"m7 10 5 5 5-5\"\/><path d=\"M5 20h14\"\/><\/svg>Export<\/button><ul class=\"nx-fk-menu\" data-fk-menu=\"true\" hidden><li><button type=\"button\" data-fk-act=\"export-png\">Image<small>PNG of the map or chart<\/small><\/button><\/li><li><button type=\"button\" data-fk-act=\"export-csv\">Data<small>CSV of the figure's values<\/small><\/button><\/li><\/ul><\/div><\/div><div class=\"nx-cx-status\"><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Two high-risk systems without assessment<\/span><span class=\"nx-cx-prod\">GRF \u00b7 AI and Digital Governance<\/span><\/div><div class=\"nx-cx-grid\"><div class=\"nx-fk-panel nx-cx-p\" data-w=\"4\" data-t=\"table\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Registered systems<\/h4><\/div><\/div><div class=\"nx-fk-tablewrap\" data-fk-view=\"table:cx-aigov-register-t0\"><table class=\"nx-fk-table\" data-fk-table=\"cx-aigov-register-t0\" aria-label=\"Registered systems\"><thead><tr><th scope=\"col\" data-col=\"c0\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c0\">System<\/button><\/th><th scope=\"col\" data-col=\"c1\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c1\">Agency<\/button><\/th><th scope=\"col\" data-col=\"c2\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c2\">Risk class<\/button><\/th><th scope=\"col\" data-col=\"c3\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c3\">Impact assessment<\/button><\/th><th scope=\"col\" data-col=\"c4\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c4\">Human review<\/button><\/th><\/tr><\/thead><tbody><tr data-fk-key=\"cx-aigov-register:r0-0\" tabindex=\"0\" role=\"row\" aria-selected=\"false\" aria-current=\"true\" data-cur=\"true\"><td>Benefit fraud flagging<\/td><td>Social agency<\/td><td><span class=\"nx-fk-pill\" data-state=\"not\"><i aria-hidden=\"true\"><\/i>High<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"not\"><i aria-hidden=\"true\"><\/i>Missing<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Partial<\/span><\/td><\/tr><tr data-fk-key=\"cx-aigov-register:r0-1\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Permit triage<\/td><td>Planning<\/td><td><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Limited<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Done<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Yes<\/span><\/td><\/tr><tr data-fk-key=\"cx-aigov-register:r0-2\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>School placement<\/td><td>Education<\/td><td><span class=\"nx-fk-pill\" data-state=\"not\"><i aria-hidden=\"true\"><\/i>High<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Done<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Yes<\/span><\/td><\/tr><tr data-fk-key=\"cx-aigov-register:r0-3\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Chat assistant<\/td><td>Tax office<\/td><td><span class=\"nx-fk-pill\" data-state=\"info\"><i aria-hidden=\"true\"><\/i>Minimal<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Done<\/span><\/td><td><span class=\"nx-fk-pill\" data-state=\"off\"><i aria-hidden=\"true\"><\/i>n\/a<\/span><\/td><\/tr><\/tbody><\/table><\/div><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"2\" data-t=\"kv\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Oversight action<\/h4><\/div><\/div><dl class=\"nx-fk-dl\"><div><dt>System<\/dt><dd>Benefit fraud flagging<\/dd><\/div><div><dt>Required<\/dt><dd>impact assessment, appeal route<\/dd><\/div><div><dt>Deadline<\/dt><dd>73 days<\/dd><\/div><div><dt>Authority<\/dt><dd>Oversight body<\/dd><\/div><\/dl><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"6\" data-t=\"chart\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Complaints about automated decisions<\/h4><\/div><\/div><svg class=\"nx-fk-svg\" viewBox=\"0 0 460 210\" width=\"460\" height=\"210\" role=\"img\" aria-label=\"Complaints about automated decisions\" focusable=\"false\" tabindex=\"0\" preserveAspectRatio=\"xMidYMid meet\" data-fk-chart=\"cx-aigov-register-c2\" data-fk-xs=\"lin,0,23,36,446\" data-fk-ys=\"lin,0,100,180,20\" data-fk-series=\"Complaints|ink|l||0:44.9;1:47.8;2:46.9;3:47.5;4:52.8;5:53.4;6:49.7;7:50.1;8:47.4;9:49.3;10:45.3;11:46;12:44.7;13:44.6;14:41.7;15:46.1;16:41.4;17:40.2;18:42.2;19:45;20:40.2;21:37.4;22:38.3;23:33.9~Upheld|acc|l||0:47.3;1:48.3;2:46;3:42.9;4:42.1;5:43.7;6:47.5;7:44.1;8:46.1;9:43;10:42.7;11:43.2;12:39.3;13:35.7;14:36.3;15:36.5;16:39.3;17:37.7;18:35.1;19:32.4;20:31.3;21:30.8;22:32.1;23:32.3\" data-nx-z=\"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\"><\/svg><\/div><\/div><div class=\"nx-fk-tip\" aria-hidden=\"true\" hidden><\/div><figcaption class=\"nx-fk-cap\"><span>Public algorithm register: the screen's structure, terms and states for AI oversight and accountability.<\/span><span data-honesty=\"true\">Placeholder names and illustrative values; a design, not a record or a live system.<\/span><\/figcaption><\/figure><\/div><\/div><\/section><section id=\"nx-sec-question\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-s-5\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">04<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">The question<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">AI oversight and accountability: how the risk develops.<\/h2><p class=\"nx-lede\">Roles, validation and human review. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-cells\" data-cols=\"2\"><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"m12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83Z\"\/><path d=\"m22 17.65-9.17 4.16a2 2 0 0 1-1.66 0L2 17.65\"\/><path d=\"m22 12.65-9.17 4.16a2 2 0 0 1-1.66 0L2 12.65\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Mechanism<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Responsibility diffuses along the chain<\/h3><p class=\"nx-p nx-mt-1\">A model developer, a fine-tuner, an integrator and a deploying organization each shape a system's behaviour. When obligations attach to only one of them, the others can point elsewhere after harm.<\/p><\/div><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M14 2v4a2 2 0 0 0 2 2h4\"\/><path d=\"M4.268 21a2 2 0 0 0 1.727 1H18a2 2 0 0 0 2-2V7l-5-5H6a2 2 0 0 0-2 2v3\"\/><path d=\"m9 18-1.5-1.5\"\/><circle cx=\"5\" cy=\"14\" r=\"3\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Mechanism<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Records decide what can be reviewed<\/h3><p class=\"nx-p nx-mt-1\">Without technical documentation, logs and change records, auditors and regulators cannot reconstruct how a system reached an output. Record-keeping duties make later oversight possible.<\/p><\/div><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M16 21v-2a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v2\"\/><circle cx=\"9\" cy=\"7\" r=\"4\"\/><path d=\"M22 21v-2a4 4 0 0 0-3-3.87\"\/><path d=\"M16 3.13a4 4 0 0 1 0 7.75\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Mechanism<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Authorities lack capacity<\/h3><p class=\"nx-p nx-mt-1\">Market surveillance, data protection and sector regulators need technical staff, access to systems and powers to test them. Thin capacity turns rules into self-assessment.<\/p><\/div><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M22 12h-2.48a2 2 0 0 0-1.93 1.46l-2.35 8.36a.25.25 0 0 1-.48 0L9.24 2.18a.25.25 0 0 0-.48 0l-2.35 8.36A2 2 0 0 1 4.49 12H2\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Mechanism<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Incidents go unreported<\/h3><p class=\"nx-p nx-mt-1\">Failures surface through complaints, journalism and litigation rather than reporting. Mandatory incident reporting and shared incident databases let patterns be seen across deployments.<\/p><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-terms\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" data-variant=\"inset\" aria-labelledby=\"nx-s-6\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">05<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Key terms<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">Terms used on this page.<\/h2><p class=\"nx-lede\">Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Term<\/th><th scope=\"col\">Definition<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Term\">Serious incident<\/td><td data-label=\"Definition\">Under the EU AI Act, an incident or malfunction of an AI system that leads to death, serious harm, serious disruption of critical infrastructure or breach of fundamental rights obligations.<\/td><\/tr><tr><td data-label=\"Term\">Market surveillance authority<\/td><td data-label=\"Definition\">A national authority that checks products on the market comply with law and can order corrective action.<\/td><\/tr><tr><td data-label=\"Term\">AI management system<\/td><td data-label=\"Definition\">An organization's policies, processes and controls for developing or using AI, as specified in ISO\/IEC 42001.<\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/section><section id=\"nx-sec-indicators\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-s-7\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">06<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Indicators<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">What is measured, and how well.<\/h2><p class=\"nx-lede\">Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Indicator<\/th><th scope=\"col\">Unit<\/th><th scope=\"col\">Cadence<\/th><th scope=\"col\">Source type<\/th><th scope=\"col\">Label<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Indicator\">Designated AI supervisory or market surveillance authority<\/td><td data-label=\"Unit\">yes or no, with legal basis<\/td><td data-label=\"Cadence\">on change<\/td><td data-label=\"Source type\">National legislation and notifications<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OFFICIAL<\/span><\/td><\/tr><tr><td data-label=\"Indicator\">Technical staff in AI-relevant authorities<\/td><td data-label=\"Unit\">full-time equivalents<\/td><td data-label=\"Cadence\">annual<\/td><td data-label=\"Source type\">Authority annual reports<\/td><td data-label=\"Label\"><span class=\"nx-chip\">REPORTED<\/span><\/td><\/tr><tr><td data-label=\"Indicator\">Serious incidents reported under AI rules<\/td><td data-label=\"Unit\">count by sector<\/td><td data-label=\"Cadence\">annual<\/td><td data-label=\"Source type\">Authority records<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OFFICIAL<\/span><\/td><\/tr><tr><td data-label=\"Indicator\">Publicly recorded AI incidents<\/td><td data-label=\"Unit\">count by harm type<\/td><td data-label=\"Cadence\">monthly<\/td><td data-label=\"Source type\">Incident databases<\/td><td data-label=\"Label\"><span class=\"nx-chip\">REPORTED<\/span><\/td><\/tr><tr><td data-label=\"Indicator\">Enforcement actions concerning AI systems<\/td><td data-label=\"Unit\">count by authority and type<\/td><td data-label=\"Cadence\">annual<\/td><td data-label=\"Source type\">Regulator enforcement registers<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OFFICIAL<\/span><\/td><\/tr><tr><td data-label=\"Indicator\">Organizations certified to ISO\/IEC 42001<\/td><td data-label=\"Unit\">count<\/td><td data-label=\"Cadence\">annual<\/td><td data-label=\"Source type\">Certification body records<\/td><td data-label=\"Label\"><span class=\"nx-chip\">REPORTED<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"indicators\" data-nxf-kind=\"indicator\" data-nxf-resource=\"nexus:\/\/grf\/R-P03\/topics\/ai-oversight-and-accountability\/#indicators\" data-nxf-title=\"Indicators\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><section id=\"nx-sec-pipeline\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-8\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">07<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Canvas<\/span><\/div><h2 id=\"nx-s-8\" class=\"nx-section-title\">From sources to decisions.<\/h2><p class=\"nx-lede\">The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-plate\" data-wide=\"true\"><div class=\"nx-plate-label\"><span class=\"nx-eyebrow\"><strong>Pipeline canvas<\/strong> \u00b7 AI oversight and accountability as a run graph<\/span><span class=\"nx-eyebrow\">Design, not a record<\/span><\/div><div class=\"nx-figure-frame\" data-scene=\"true\"><svg class=\"nx-figure nx-ui nx-dag\" viewBox=\"0 0 1200 564\" data-nx-dag=\"true\" data-w=\"1200\" data-h=\"564\" role=\"img\" aria-labelledby=\"nx-dag-r-p03-topics-ai-oversight-and-accountabil-t nx-dag-r-p03-topics-ai-oversight-and-accountabil-d\" data-nx-z=\"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\"><title id=\"nx-dag-r-p03-topics-ai-oversight-and-accountabil-t\">AI oversight and accountability: AI risk management, govern to manage<\/title><desc id=\"nx-dag-r-p03-topics-ai-oversight-and-accountabil-d\">Governance sets roles and policies; the context and intended use are mapped; capability, safety, robustness and fairness are measured; risks are managed with mitigations and a deployment gate; incidents feed monitoring and the registry. Design of the process, not a record of a run.<\/desc><\/svg><\/div><\/div><p class=\"nx-caption\"><strong>Fig. 02<\/strong><span>Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.<\/span><\/p><\/div><\/div><\/section><section id=\"nx-sec-sources\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" data-variant=\"stack\" aria-labelledby=\"nx-s-9\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">08<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Sources<\/span><\/div><h2 id=\"nx-s-9\" class=\"nx-section-title\">Where the evidence comes from.<\/h2><p class=\"nx-lede\">Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Source<\/th><th scope=\"col\">What it gives<\/th><th scope=\"col\">Licence class<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Source\">OECD.AI Policy Observatory<\/td><td data-label=\"What it gives\">National AI policies, governance bodies and the AI Incidents Monitor<\/td><td data-label=\"Licence class\">Free, OECD terms<\/td><\/tr><tr><td data-label=\"Source\">AI Incident Database<\/td><td data-label=\"What it gives\">Crowd-sourced records of harms involving AI systems<\/td><td data-label=\"Licence class\">Open, licence to check<\/td><\/tr><tr><td data-label=\"Source\">European Data Protection Board and national authority decisions<\/td><td data-label=\"What it gives\">Decisions on automated processing and AI-related complaints<\/td><td data-label=\"Licence class\">Public, EU and national reuse terms<\/td><\/tr><tr><td data-label=\"Source\">Stanford AI Index Report<\/td><td data-label=\"What it gives\">Data on AI development, policy and incidents<\/td><td data-label=\"Licence class\">Free to read, licence to check<\/td><\/tr><tr><td data-label=\"Source\">Regulator annual reports<\/td><td data-label=\"What it gives\">Staffing, priorities and enforcement of authorities supervising AI<\/td><td data-label=\"Licence class\">Public records, terms per authority<\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"evidence\" data-nxf-kind=\"evidence\" data-nxf-resource=\"nexus:\/\/grf\/R-P03\/topics\/ai-oversight-and-accountability\/#evidence\" data-nxf-title=\"Sources\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><section id=\"nx-sec-decisions\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-10\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">09<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Decisions<\/span><\/div><h2 id=\"nx-s-10\" class=\"nx-section-title\">Who decides, and what the evidence serves.<\/h2><p class=\"nx-lede\">AI and Digital Governance prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"ledger\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Who decides<\/th><th scope=\"col\">The question<\/th><th scope=\"col\">Evidence this page serves<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Who decides\">Legislatures<\/td><td data-label=\"The question\">Which obligations attach to developers, deployers and providers of general-purpose models<\/td><td data-label=\"Evidence this page serves\">Comparative regimes and evidence from incidents<\/td><\/tr><tr><td data-label=\"Who decides\">Market surveillance and sector regulators<\/td><td data-label=\"The question\">Which systems to inspect and what powers to use<\/td><td data-label=\"Evidence this page serves\">Incident records, risk categories and enforcement practice<\/td><\/tr><tr><td data-label=\"Who decides\">Boards of deploying organizations<\/td><td data-label=\"The question\">Who owns AI risk and what assurance they require<\/td><td data-label=\"Evidence this page serves\">Governance practice and management system standards<\/td><\/tr><tr><td data-label=\"Who decides\">Courts<\/td><td data-label=\"The question\">Who is responsible for harm caused with an AI system<\/td><td data-label=\"Evidence this page serves\">Records and expert evidence presented by parties; the page serves context only<\/td><\/tr><\/tbody><\/table><\/div><h3 class=\"nx-h4 nx-mt-4\">Outputs this topic produces<\/h3><ul class=\"nx-list\"><li>Maps of accountability across the AI value chain for a given use<\/li><li>Comparative notes on AI supervisory authorities and their powers<\/li><li>Guide to AI incident reporting regimes and databases<\/li><li>Questions for boards and regulators on AI oversight<\/li><\/ul><\/div><\/div><\/section><section id=\"nx-sec-core-questions\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" data-variant=\"inset\" aria-labelledby=\"nx-s-11\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">10<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Core questions<\/span><\/div><h2 id=\"nx-s-11\" class=\"nx-section-title\">What institutions ask about oversight.<\/h2><\/div><div class=\"nx-section-body\" data-lv=\"columns\"><ul class=\"nx-list\"><li>Who in the institution owns the decision to deploy this system, and who answers if it causes harm?<\/li><li>Has the system been validated for this specific use and population, by someone independent of its developers?<\/li><li>Can the people reviewing its outputs genuinely disagree with it, or do they simply approve what it suggests?<\/li><li>How will performance be monitored once the system is in use, and what triggers suspension?<\/li><\/ul><\/div><\/div><\/section><section id=\"nx-sec-mechanisms\" class=\"nx-section\" data-hue=\"project\" aria-labelledby=\"nx-s-12\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">11<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Mechanisms<\/span><\/div><h2 id=\"nx-s-12\" class=\"nx-section-title\">Why accountability erodes.<\/h2><p class=\"nx-lede\">Accountability tends to dissolve gradually. Each actor in a long chain of developers, integrators, operators and managers can reasonably point to another as responsible, until no one is.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-cells\" data-cols=\"3\"><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M16 21v-2a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v2\"\/><circle cx=\"9\" cy=\"7\" r=\"4\"\/><path d=\"M22 21v-2a4 4 0 0 0-3-3.87\"\/><path d=\"M16 3.13a4 4 0 0 1 0 7.75\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Automation bias<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Rubber-stamp review<\/h3><p class=\"nx-p nx-mt-1\">People tend to defer to automated outputs, especially under time pressure, so human review can become a formality.<\/p><\/div><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"m12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83Z\"\/><path d=\"m22 17.65-9.17 4.16a2 2 0 0 1-1.66 0L2 17.65\"\/><path d=\"m22 12.65-9.17 4.16a2 2 0 0 1-1.66 0L2 12.65\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Diffusion<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Many hands<\/h3><p class=\"nx-p nx-mt-1\">Developers, vendors, integrators and users each own part of the system and none owns the outcome.<\/p><\/div><div><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 3v18h18\"\/><path d=\"m19 9-5 5-4-4-3 3\"\/><\/svg><\/span><span class=\"nx-eyebrow\">Drift<\/span><\/div><h3 class=\"nx-h4 nx-mt-2\">Changing performance<\/h3><p class=\"nx-p nx-mt-1\">Models degrade as the world changes, and without monitoring the degradation goes unnoticed.<\/p><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-methods-and-limits\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" data-variant=\"stack\" aria-labelledby=\"nx-s-13\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">12<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Methods and limits<\/span><\/div><h2 id=\"nx-s-13\" class=\"nx-section-title\">Instruments of oversight.<\/h2><\/div><div class=\"nx-section-body\"><ol class=\"nx-rows\"><li><span class=\"nx-eyebrow nx-index\">01<\/span><div><h3 class=\"nx-h4\">Impact assessments<\/h3><p class=\"nx-p nx-mt-1\">Structured analysis of risks to rights and outcomes before deployment. Limits: can become paperwork if not tied to decisions.<\/p><\/div><\/li><li><span class=\"nx-eyebrow nx-index\">02<\/span><div><h3 class=\"nx-h4\">Independent validation<\/h3><p class=\"nx-p nx-mt-1\">Testing by people independent of developers, using <a class=\"nx-link\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/stem\/ai-assurance\/\">AI evaluation and assurance engineering<\/a>. Limits: tests show performance on test data, not in every real situation.<\/p><\/div><\/li><li><span class=\"nx-eyebrow nx-index\">03<\/span><div><h3 class=\"nx-h4\">Meaningful human review<\/h3><p class=\"nx-p nx-mt-1\">Reviewers with the authority, time, information and training to override. Limits: costly, and hard to sustain at scale.<\/p><\/div><\/li><li><span class=\"nx-eyebrow nx-index\">04<\/span><div><h3 class=\"nx-h4\">Audit trails and monitoring<\/h3><p class=\"nx-p nx-mt-1\">Logs of inputs, outputs and decisions, with performance tracked over time. Limits: only useful if someone reviews them.<\/p><\/div><\/li><\/ol><\/div><\/div><\/section><section id=\"nx-sec-methods\" class=\"nx-section\" data-hue=\"project\" aria-labelledby=\"nx-s-14\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">13<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Methods<\/span><\/div><h2 id=\"nx-s-14\" class=\"nx-section-title\">How it is studied, and what the methods cannot say.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-methods\" data-limits=\"true\"><ol class=\"nx-mledger\" aria-label=\"Methods\"><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/stem\/ai-assurance\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">01<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">AI evaluation and assurance engineering<\/span><span class=\"nx-mledger-role\">Third-party audit scope \u00b7 Fairness testing in public systems \u00b7 Post-deployment monitoring<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/engineering\/ai-assurance\/\" aria-label=\"AI evaluation and assurance engineering: canonical page on the STEM Commons\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/stem\/policy-science\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">02<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Policy, institutional and decision science<\/span><span class=\"nx-mledger-role\">Comparing AI regimes \u00b7 Value chain accountability mapping \u00b7 Forum and mandate mapping<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/science\/policy-science\/\" aria-label=\"Policy, institutional and decision science: canonical page on the STEM Commons\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><li><a class=\"nx-mledger-main\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/stem\/ai-ml\/\"><span class=\"nx-mledger-n\" aria-hidden=\"true\">03<\/span><span class=\"nx-mledger-body\"><span class=\"nx-mledger-name\">Artificial intelligence and machine learning<\/span><span class=\"nx-mledger-role\">How models fail in deployment \u00b7 Reading model documentation \u00b7 Agent architectures explained<\/span><\/span><span class=\"nx-mledger-go\"><span class=\"nx-mledger-go-label\">Applied here<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><div class=\"nx-mledger-aside\"><a class=\"nx-mledger-canon\" href=\"https:\/\/therisk.global\/stem\/technology\/ai-ml\/\" aria-label=\"Artificial intelligence and machine learning: canonical page on the STEM Commons\">Canonical \u00b7 STEM Commons <span aria-hidden=\"true\">\u2197<\/span><\/a><\/div><\/li><\/ol><aside class=\"nx-limits\" aria-label=\"What the methods cannot say\"><span class=\"nx-eyebrow\">What the methods cannot say<\/span><p class=\"nx-limits-text\">Incident databases record what is reported in public sources and miss most failures. Enforcement records are new and sparse. Certification shows that a management system exists, not that a system is safe. Rules are being phased in and amended, so records lag. AI and Digital Governance compares regimes and evidence; it does not assess or certify any AI system or organization and gives no legal advice.<\/p><\/aside><\/div><\/div><\/div><\/section><section id=\"nx-s-15-sec\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-s-15\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">14<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Questions<\/span><\/div><h2 id=\"nx-s-15\" class=\"nx-section-title\">Questions and answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-faq\"><details><summary>What is the difference between an AI provider and a deployer?<\/summary><div class=\"nx-answer\">In the EU AI Act, a provider develops an AI system or model and places it on the market; a deployer uses it under its authority. Each carries different obligations.<\/div><\/details><details><summary>Why does logging matter for AI oversight?<\/summary><div class=\"nx-answer\">Logs and documentation let auditors, regulators and courts reconstruct how a system behaved. Without them, accountability depends on what the operator chooses to disclose.<\/div><\/details><details><summary>Does ISO\/IEC 42001 certify that an AI system is safe?<\/summary><div class=\"nx-answer\">No. It certifies that an organization runs a management system for AI meeting the standard's requirements. The safety of a particular system needs its own evaluation.<\/div><\/details><details><summary>Is having a human in the loop enough?<\/summary><div class=\"nx-answer\">Not by itself. Review is meaningful only if the reviewer has the authority, time, information and competence to disagree with the system and does so when warranted.<\/div><\/details><details><summary>Who should validate an AI system?<\/summary><div class=\"nx-answer\">Someone independent of those who developed or sold it, with access to relevant data and the expertise to test it for the intended use.<\/div><\/details><details><summary>Does the platform audit AI systems?<\/summary><div class=\"nx-answer\">No. It compares governance practices and does not test or certify any system.<\/div><\/details><details><summary>What should trigger suspending a system?<\/summary><div class=\"nx-answer\">Institutions set their own triggers, typically including evidence of error rates above an agreed level, unexplained shifts in outputs or credible complaints of harm.<\/div><\/details><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-tone=\"alt\" aria-labelledby=\"nx-rel-16\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Related<\/span><h2 id=\"nx-rel-16\" class=\"nx-h3 nx-mt-2\">Around AI and Digital Governance.<\/h2><nav class=\"nx-related nx-mt-3\" aria-label=\"Related\"><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/algorithmic-public-decisions\/\">Algorithmic public decisions <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/digital-rights-and-privacy\/\">Digital rights and privacy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/data-governance-and-sharing\/\">Data governance and sharing <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/autonomous-agents-and-liability\/\">Autonomous agents and liability <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/cyber-and-public-infrastructure\/\">Cyber and public infrastructure <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/technology-procurement-and-standards\/\">Technology procurement and standards <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/\">AI and Digital Governance home <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/counterparts\/\">Counterparts across the Consortium <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/\">The Global Risks Forum home <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/trust\/\">GRF governance and trust <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-17\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">AI and Digital Governance<\/span><h2 id=\"nx-close-17\" class=\"nx-section-title\">Bring your expertise to this field.<\/h2><p class=\"nx-lede\">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.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"mailto:contact@globalriskforum.com?subject=AI%20and%20Digital%20Governance%3A%20AI%20oversight%20and%20accountability\">Write to the team <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/globalriskforum.com\/ai-digital-governance\/contact\/\">See all contact routes<\/a><\/div><\/div><\/section><\/div><\/div><script class=\"_iub_cs_skip\">window.__nxMount ? window.__nxMount(document.currentScript) : null;<\/script>\n\n\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"FAQPage\",\"@id\":\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/ai-oversight-and-accountability\/#faq\",\"isPartOf\":{\"@id\":\"https:\/\/globalriskforum.com\/ai-digital-governance\/topics\/ai-oversight-and-accountability\/#webpage\"},\"inLanguage\":\"en\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is the difference between an AI provider and a deployer?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"In the EU AI Act, a provider develops an AI system or model and places it on the market; a deployer uses it under its authority. 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