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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-nngi7x5a.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=\"compact\" 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\">System<\/button><\/div><div class=\"nx-hero-grid\"><div class=\"nx-hero-text\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\"><abbr title=\"The Global Risks Alliance\">GRA<\/abbr><\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">AI and Financial Model Risk<\/span><\/div><div class=\"nx-accent-row\"><span class=\"nx-accent-rule\" aria-hidden=\"true\"><\/span><span>AI and Financial Model Risk \u00b7 Topics<\/span><\/div><h1 id=\"nx-title-1\" class=\"nx-hero-title\">Topics<\/h1><p class=\"nx-tagline\">Topics at AI and Financial <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 model-risk\" data-tk=\"Nexus risk vocabulary\" data-td=\"Risk of harm from decisions based on models that are wrong, misused or applied outside their validity domain.\" data-ts=\"NRS-C1\" data-tr=\"draft\">Model Risk<\/a>: the pages in this section are listed below, each with its own scope and status.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/model-risk-governance\/\">Open Model risk governance <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/\">Back to AI and Financial Model Risk<\/a><\/div><dl class=\"nx-facts\"><div><dt class=\"nx-eyebrow\">Publisher<\/dt><dd>The Global Risks Alliance<\/dd><\/div><div><dt class=\"nx-eyebrow\">Field<\/dt><dd>Artificial intelligence, Financial stability<\/dd><\/div><\/dl><\/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-about-this-section\"><span>01<\/span>About this section<\/a><a href=\"#nx-sec-pg-nx-gra-a-p07-tp\"><span>02<\/span>Topic map<\/a><a href=\"#nx-sec-pg-sources\"><span>03<\/span>Sources<\/a><a href=\"#nx-s-5-sec\"><span>04<\/span>Pages<\/a><a href=\"#nx-sec-nr-gateway\"><span>05<\/span>Contribute<\/a><\/div><\/nav> <section id=\"nx-sec-about-this-section\" class=\"nx-section\" data-hue=\"project\" 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\">About this section<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">Topics at AI and Financial Model Risk.<\/h2><p class=\"nx-lede\">GRA is a nonprofit business league for the financial services industry. It does not lend, underwrite, rate, invest, advise on or arrange transactions, and readiness work is not approval.<\/p><\/div><\/div><\/section><section id=\"nx-sec-pg-nx-gra-a-p07-tp\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" data-variant=\"inset\" 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\">Topic map<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">AI and Financial Model Risk topics, and the question each answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><ul class=\"nx-dir\" data-cols=\"2\" aria-label=\"Topic\"><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/model-risk-governance\/\"><span class=\"nx-dir-name\">Model risk governance in finance<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Model risk is the potential for loss or harm from decisions based on models that are wrong or misused.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/credit-and-pricing-models\/\"><span class=\"nx-dir-name\">Credit scoring and pricing model risk<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Credit scores, probability of default models and insurance pricing models decide who gets credit or cover and at what price.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/generative-ai-in-finance\/\"><span class=\"nx-dir-name\">Generative AI risk in financial services<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Financial firms use large language models to draft documents, answer customers, summarise research, write code and support analysts.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/explainability-and-fairness\/\"><span class=\"nx-dir-name\">Explainability and fairness in finance AI<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Customers, staff and supervisors need to understand why a model made a decision, and decisions must not discriminate unlawfully.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/model-monitoring-and-drift\/\"><span class=\"nx-dir-name\">Model monitoring and drift in finance<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">A model validated at launch can fail later as customers, products, markets and data pipelines change.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/human-in-the-loop-controls\/\"><span class=\"nx-dir-name\">Human oversight of AI in finance<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Human oversight is meant to catch model errors, handle exceptions and keep accountability with people.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/third-party-models\/\"><span class=\"nx-dir-name\">Third-party model risk in finance<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Firms use vendor credit scores, fraud models, catastrophe models, market data analytics and foundation models they did not build and cannot fully inspect.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-dir-row\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/stress-and-scenario-models\/\"><span class=\"nx-dir-name\">Stress and scenario model risk<\/span><span class=\"nx-dir-fact\"><span class=\"nx-dir-k\">The question<\/span><span class=\"nx-dir-v\">Stress and scenario models project how losses, capital and liquidity would change under adverse conditions.<\/span><\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><p class=\"nx-p\">Topic pages in AI and Financial <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 model-risk\" data-tk=\"Nexus risk vocabulary\" data-td=\"Risk of harm from decisions based on models that are wrong, misused or applied outside their validity domain.\" data-ts=\"NRS-C1\" data-tr=\"draft\">Model Risk<\/a> share one structure: mechanisms, indicators, sources, methods, decisions and limits, written for model risk managers and validators and data scientists in finance.<\/p><\/div><\/div><\/section><section id=\"nx-sec-pg-sources\" 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\">Sources<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">Where this page&#8217;s references lead.<\/h2><p class=\"nx-lede\">The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.<\/p><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/www.federalreserve.gov\/supervisionreg\/srletters.htm\"><span>US interagency revised guidance on model risk management, SR 26-2 (April 2026), superseding SR 11-7<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/www.bankofengland.co.uk\/prudential-regulation\/publication\/2023\/may\/model-risk-management-principles-for-banks-ss\"><span>PRA SS1\/23 Model risk management principles for banks<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/eur-lex.europa.eu\/eli\/reg\/2024\/1689\/oj\"><span>EU AI Act (Regulation 2024\/1689) as amended by the AI Omnibus, Regulation 2026\/1744 (credit-scoring high-risk duties from 2 December 2027)<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-5-sec\" class=\"nx-section\" data-hue=\"finance\" 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\">Pages<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">Pages in Topics.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-cards\" data-cols=\"3\"><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/model-risk-governance\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Model risk governance<\/h3><p class=\"nx-p nx-mt-1\">Inventory, ownership and validation.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/credit-and-pricing-models\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Credit and pricing models<\/h3><p class=\"nx-p nx-mt-1\">Finance-specific automated decisions.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/generative-ai-in-finance\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Generative AI in finance<\/h3><p class=\"nx-p nx-mt-1\">Use cases and failure controls.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/explainability-and-fairness\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Explainability and fairness<\/h3><p class=\"nx-p nx-mt-1\">Interpretation, bias and accountability.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/model-monitoring-and-drift\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Model monitoring and drift<\/h3><p class=\"nx-p nx-mt-1\">Changes over time and review thresholds.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/human-in-the-loop-controls\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Human in the loop controls<\/h3><p class=\"nx-p nx-mt-1\">Authority and approvals.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/third-party-models\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Third party models<\/h3><p class=\"nx-p nx-mt-1\">Vendor dependencies and due diligence.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/topics\/stress-and-scenario-models\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Stress and scenario models<\/h3><p class=\"nx-p nx-mt-1\">Verification and uncertainty.<\/p><\/a><\/div><\/div><\/div><\/section><section id=\"nx-sec-nr-gateway\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-nr-gateway-h\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">Reports<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Contribute<\/span><\/div><h2 id=\"nx-nr-gateway-h\" class=\"nx-section-title\">Contribute evidence from this page.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/reports\">Reports<\/a> is the Consortium&#8217;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.<\/p><div class=\"nx-chips\"><span class=\"nx-chip\">Global Risks Alliance<\/span><span class=\"nx-chip\">AI and Financial Model Risk<\/span><span class=\"nx-chip\">Methods and Technical<\/span><span class=\"nx-chip\">Exponential Technology<\/span><\/div><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/write-to-us\/contact\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Email<\/span><span class=\"nx-dest-host\">Gateway GW-GRA<\/span><\/span><span class=\"nx-dest-title\">Send it from this page<\/span><span class=\"nx-dest-why\">Evidence, a correction, a case, a method, a review, a translation or profile input. It arrives tagged with this page, so the editor who owns it receives it.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/nexus-reports\/open-science\/#nx-sec-zenodo\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Zenodo<\/span><span class=\"nx-dest-host\">Open deposit<\/span><\/span><span class=\"nx-dest-title\">Deposit it and submit to the community<\/span><span class=\"nx-dest-why\">Publish your own record on Zenodo with your ORCID iD, then submit it to the Reports community there. 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A contribution is reviewed before use; sending it confers no authorship or editorial rights, and sponsorship never buys a finding.<\/p><\/div><\/div><\/section><section class=\"nx-section nx-deeper-band\" aria-labelledby=\"nx-deeper-lriskalliance-com-ai-financial-model-risk-topics-h\"><div class=\"nx-container\"><nav class=\"nx-deeper\" aria-labelledby=\"nx-deeper-lriskalliance-com-ai-financial-model-risk-topics-h\" data-nx-deeper=\"3\" data-nx-resources=\"1 1 1\"><h2 class=\"nx-deeper-h\" id=\"nx-deeper-lriskalliance-com-ai-financial-model-risk-topics-h\">Go deeper<\/h2><ul><li><a href=\"https:\/\/docs.therisk.global\/organization\/governance-in-operation\/decision-rights#the-nexus-standards-decision-rights\" data-ext><span class=\"nx-deeper-k\">Documentation:<\/span> Decision rights<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/risksacademy.com\/finance-economics\/banking-credit\/\" data-ext><span class=\"nx-deeper-k\">Academy:<\/span> Banking and credit risk<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/nexustandards.com\/finance\/financial-and-economic-risk-standards\/\" data-ext><span class=\"nx-deeper-k\">Standards:<\/span> Financial and economic risk standards<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><\/ul><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-6\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">AI and Financial Model Risk<\/span><h2 id=\"nx-close-6\" class=\"nx-section-title\">Bring an exposure or capital question to the Alliance.<\/h2><p class=\"nx-lede\">Information and enquiries are open today. 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