{"id":21,"date":"2026-11-01T16:48:54","date_gmt":"2026-11-01T16:48:54","guid":{"rendered":"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/?page_id=21"},"modified":"2026-11-01T16:48:54","modified_gmt":"2026-11-01T16:48:54","slug":"publications","status":"publish","type":"page","link":"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/publications\/","title":{"rendered":"Reports and sector briefs"},"content":{"rendered":"\n<!-- Nexus network page \u00b7 https:\/\/globalriskalliance.com\/ai-financial-model-risk\/publications\/ \u00b7 source template \u00b7 generated by integrations\/wordpress\/network\/build.mjs, never edit this file --><script>window.nexusLiveStrings={\"label\":\"Load the live map\",\"note\":\"Imagery and feeds come from other services (NASA, USGS, OpenStreetMap) and load only when you ask.\"};<\/script><script>(function(){\"use strict\";var n=window,l=document,y=\"nexus.live-map\",$=\"nexus.live-map.reload\";if(n.NXLive){return}var 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F5\/s9XCNR1uN\/AxTKs3WvWkdlU7cCiV5Zv5L+e+Iz8kNRstXuIBMKEoNJuW9iBEaiBD7GUrJUA8K54DZlvngEyrwjEkdxY4yR02YTXK5RtRVWEND6RpPmTI+ZAi50O\/cgcSQq4Bw6BQKsFvYE+WbGhpDJOInEljC5g7DH0mjmkzwx5b0QnTmsAs0b9QQYMnwLRFrUoOPbPsfIPzwCkoA6uJ7T8lig+dB0LIiZjRQ3YWOEmJn8WbklDLKd42uTG6\/2PkqThEnuDVQjspPSXyIyCIZ6WHPcxpkjF0PaaaB2cpqGcvpG0b3Gv212tvY2leAhYhsyjMeAgniT1C0rUaJms1Klur4UvWaoRXY8GoRwJNRgXuxaxB4k23GhVQO\/2mo2Z64Omq550LDa\/ghTvUDo\/HqZqTm3mYEQyHMWUfuLY43brM4MYVY+L6QrFEkDAdzsg477r3V6bf\/otKLrzB+gkMQEXuPULGOfR2h9oYUHkXn8YrgJTrT7OdwqmE2hinE2MgElIEgK\/XmxOSKk1P9GSWYi44bewjaZof1cY+isY+po3Neh+Fg+k5FQ1GcBTWtG3V23r9W7OJfzZ+40t4ctwEXUYRimJMrq+d6OnwzmlxfLiOwLjM+72Vp\/tnz6CKsOsOtdvOXjfZ6F31YHuht9408zqVz7JKuvq3QkN5oXEL0bPG+qcXGOtnmWAJqHGyR8gsAfqJRIdZ72TbXP8EopEd+L5QOnzO9GVFA33rMLXQZz9BP\/eUmuEZTpV0clYR\/T6lMTvx3QmnKBeRNcmUgKVftc9S\/fAZdFOZjy0\/06ePyaEj2nE+Gnvq0cgiTdM6ihKoWACVqGf1K07+Yw+p3VMtwitfS4\/2BduSEAYjw6aex0VvU8iDzIiCeZyOYUGa5uIoTMawkCsT9hZ9XjXueX28yj2Wcdox6PY916d8iLmjnyUq5g6A8l1v\/GxjUWUBaAGVSzph4AJKBTMaKdtEIi+AqsCyoi2WxRyFUYGCSrOwEDO2e+Myuev\/f9CTnJdHLTim+EJZ\/FhpPXfcGcLmY4VujblhJhoVC3H7IFhrAg\/KQQFJHzmhmOYs348KaWF8UzzmD9WofBC2FTnQCY0mUp3lk14PibEJv169VFnGbIT7elqSQTGlQ+WTU9WCg3A\/4\/GUNE2aHbhp4mbi92i\/1+orXKmgdCt6P4aWDzZHxfGWN9HsmzlFG5ENm485QEZiRa3n2rdUx1450yGSW\/6Zunl9h1YOnUd51K1XfI+EEOVE1pChDqp9XZz+u8af9Jrr1+gipBGrgUstnaM2kqsbVo5tgLAZ5gZW3m8M3ipVX+qo9nV62Prt36iN3tPFNK51meU7VuTEyQfTysHbw4UXIS6siKVgvmDLgmhOK5XkgvCxnd+HXP4YssaC\/4GdP6w\/SpHgL65hXwhNe+NXvBqS5CFXpPGrNO6Npcq9sQANfP1XaC55l7YqBI16683xtiCDV9AIWAJ5C418ncavm0cp1sBgMynrV30o5BYz+c6CkIyEKJOxKW4t1YXrGFjQ\/84Y+mMFp+OEASCfw4iylYieWQmL+I2Ij7veeiU3CG1EHFCtN5zkFgAfZYDPKhcg33pVCRKrBCReASR\/a0AhFXqafbqiOR+UMlSXWirhOytgUL5LPTqjnnSyxUYcei7T0BolgNky0IlK3ONKrXLwNa4fZEIL2D69IyshlV5yGAqJxWUD0U1DOoL1mqA4lHanBXk\/nQxopIVAU9OdssunJDn4gzsJlb4kcgd1xip6GCxyJxpu0+RcO6yjdg3Vtai36K\/XiAOjhuoLnBx2kbIiNznzTGYOLeg\/mBv29VovBVS5SbTGXR5AX1t21OHsNI13o17b12Ea7dLV4IU30lvDr9L99pTlls42ihMSH81Wd1fC\/Ua0\/ZNUkFWLHLBL\/6kJGVTu0ISEoa1CTThw+HuE\/IRXPxHfZFTzE0vLRo5LTB\/WKHXdlVNUaAmlGuUIoUPfQAY+p7++YBFM8YxApRyoZM9\/a1U1tzWWwuWKpdq72LZC0OwpTVW0tS1A\/i\/hm0LVVLR09CUtZ0iP8u5tCtgTx7YqIsyXpQqzdUmaJc09ONQjybfwLlAFU4b0vxWh06e7bS0AIY+OqO\/UjmsgB8kd09drFZ9YQmhouQlp6FLPkVstERvX62zXSbjkvdgsLaGDLyPsY0IrT5KS\/OS1VEfjEh1V5isAhsCp5wG718bbiqqd9D\/VsC\/qqIHqEch\/De7uArosaKxEwHfcSeZnyU\/QvGQ504fCyuER9FfdTCTvpjawbqkGyQOiyj+WmKfCiMYxWKcSEHSkKwmvUAYFLt\/KQhHGqTVrkw1QMEI\/xwj97eOxPEkNpoxBEIrJi6TmsKZZUiU\/Zl6gjJEgvGVr42WfV94u8CrUFgVTyaay+jatW\/C1WGSWCkYjtF6nL2oIrxbbJoqSTlWTaZi2Wz5dgdGwK8q+0yiyXL8RDIdiX45xpbtIrmziWVIWD6CUy\/yFczvOz+04jqDDfuX4\/e2Nkl\/scXFJE2lFyvqLCmw1owxbCSGjDvdoleLWCIxD5ZqSxFJpiSLpUtzlKKoiZ5mJLMK9tLWD3len3\/vq6Eb\/54OC5JHwBjj9CpFTjifKIkZ0ES4iaqYOpRbOteERLUoESwPhXqsv6JOEvJA+o8wbREdgxpFW5gXxpU2mqVNRJhE9kw\/ydT3RxCUiZp56j7QLAZFbcmGw4MJdUH6CBDEXr27JbTarr6dah2hfndUvG1zXOntfHYxhonrmRHKbwboLDcMRkCT0eUgupCo4VR+3dO2iMcQHoHLmw\/tMWg3+NQzmWqtxq\/8COiP1wLSojzTr58+4PoYx3h61AKhl6s2u3AP56j6gXkVxHrxa7usm2FMYBTaNY9cfSR77GLqx+MUiy6biJ+ei4ueEssi1RWUbgnX76XvwFxJO\/Z0dmmnVwS2iL1BQs0xBXeaGx0+rPX9bP51TBQlHPSk5maVExM1iDWAWpcSLzxgIxB14U28iqoSsUe6OzMYRjceB57SNw9dKFNoSHN2W7MhNR7\/kHqERTXXgLust2VYw2glUPFErnojoKtY7Yf1nJqKooU+fkb3yxj9JPp7xdRHU4iX2Vu4Ss9vPFCeKVWFwW4GE04Z6ukSNtrWpcpUR1Cc9hITE7zX7UtH+PnCoalJ+EuOekSe1ADfoC9dioV+YyTMJfwJDvvh4ndMjNHX1ff2p0n2bKydmuz8fvlLXawwDdYfaEyEkdVXbeOSJb7EnvArVETVTdjcjTXOWGaxnqbF+Bshiy2CGJ7zibwDIZYxOcv9sR6j1q8K8i3UWWtpHwr3TPrcYfq7bQn\/VIfJJeTUfjXSw\/zOjG0+kaT5lMHlKYfKkwuRPvBprfypWLAHOdLEhRENv4vrhK\/1EJONJ3e8UJV09751\/TF4WMXC409tCmES5w0UCkx2BAtz16ojM8OokVyc1sV13Ph5tj\/xn401CnAv1NmPtRHq8y2OKwhQFCR7BaYXbHHZa6JSje9oUnN03mxET+767w2FXQAzp3WLYx\/NG2C5+UXjzRTVD6qrEvdfUW32FvN+SpnmbLdotLNpFStlp7zZbuJJTat7nfL1WywuSJwd+x2eTH\/JnPuT8F4Di54yxlPTJz69MoYB405VRDRYtFRiYNfBoqtCaWCxyF+rJ9hwY1Tk7slIonHNGdU81i\/bOgbPx8+IucaTEL9WDZj121E35n8ekb2qX9TwmvFPlTxGZ9pLxg2NanDC6CyGHQBQI30FX3VsppeNUJm01FYcoGNMDOwqyXcqSbXrGSEB7D6xfNoRICk5cc6POMoYWY3Z0ls4yTlt0KTljvZiVnoBFU0JkcWnHpUcXacCMrKUqsKXzIa0Mf9gRoZeM9RHG+siOvHT2j3ysp1TzaO8xWYYpI8gH845BJwPqgPfvhKKMctxmsRjlAczJmGhjHIDfs+6r8ogwBbKcKVCa9Xu0r2R8Wa\/hRWp9L90KQvTwpeQBvgvtSPcXlIsc2yHwMZelcpH4W8S95JTKAaCzxGHUB79oPhUwveofYEbw+OkHI3TtwAuiRmxD8+2aY0WPONEDcicfRkRAVAb6KR9\/4lgGigBeoPOp8ymJ6u0gaAi1kcedL9O\/SiDbd+45fQ0WHy6UMSxalBbiqYyurAKRWRVMIuHk48oSE2FyFnI6zx4ymDrOcoGSEVAl2EYIDxoP4eRz6oi5iFba\/J34jXP1LMfJVcrKtdUG5GGhZGsO5ECFY3\/pXJIiMFk15BtigYSWIh0Azn0sjFPOv8HHKOCHTc7tq2pJqJRVVF1n+BJzdJerCrt2pzkeLOawqXbuAGkP42Vht1UQI16+wYLRyKO1VDO3wy2He+XsVCxCgZK1EgsFrvlbih2O5vm0G8+5lQPVa8vJrhzKLNdri5RRbLNJHca9ZP\/\/IU4u0MUfRHGk9LosiKwRR64rRifaNKUdDK9ELRAO\/oAdIPZnh\/8WGMt\/ilBONY7yj+ycdFkepa2CXXLIq1zyp3v+qTsO5r7wVkx113tXDK+KruAyaFg4g++i9ZKSzV0gQZFeM2xv0Nh6KVFWvOErp9eM0JVIDM\/yG8I5S03i9AdOlVEAng9L8L2JQ88C52Ofp0lA7iQMImbxQ4VgZA6tzLDBV5qLbTRK2OU4TdWRQuWy46RM+TLnoHP5o2MyL9Nl37vs7F2xzp5D83GyPK1WRQD+mEZB7ZhrbKTjMWhtIF1CmVhqU5\/u\/tpwwV+2skxkTXiXoJOoKEOLg+HRywyvblhZriY1LZO+f+S4sxonasK\/RkXcGrdPo1EUTENU42TAswaQnuQkDKkVWb5Na8FQBA2F1oii4yNBY2qAtSQxBdRSApFssppKU4gkFMfX8O3o64Go9nxbfJOWN\/XWih5\/oCW+x8tb6vL0NkpbXw8cd3a8D3h0w57f\/Pzwcdm5YhXomy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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-nfueji4k.nxe :where(*,*::before,*::after){box-sizing:inherit}#nxe-nfueji4k.nxe :where(section,header,footer,nav,aside){display:block;margin:0 0 32px}#nxe-nfueji4k.nxe :where(h1,h2,h3,h4){line-height:1.2;margin:24px 0 12px;font-weight:600}#nxe-nfueji4k.nxe :where(p,ul,ol,dl,table,figure,details){margin:0 0 16px}#nxe-nfueji4k.nxe :where(ul,ol){padding-left:20px}#nxe-nfueji4k.nxe a{color:inherit;text-decoration:underline;text-underline-offset:2px}#nxe-nfueji4k.nxe table{border-collapse:collapse;width:100%;display:block;overflow-x:auto}#nxe-nfueji4k.nxe :where(th,td){padding:6px 8px;text-align:left;vertical-align:top;border-bottom:1px solid;border-color:inherit}#nxe-nfueji4k.nxe svg{display:none}#nxe-nfueji4k.nxe svg.nx-i{display:inline-block;width:18px;height:18px;vertical-align:-3px}#nxe-nfueji4k.nxe :where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-nfueji4k.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-scene nx-es-scene\" data-scene=\"text\" data-ground=\"none\" data-es-org=\"gra\" aria-labelledby=\"nx-scene-title\"><div class=\"nx-scene-intro nx-es-intro\"><p class=\"nx-eyebrow\"><abbr title=\"The Global Risks Alliance\">GRA<\/abbr> \u00b7 AI and Financial Model Risk<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><p class=\"nx-scene-accent nx-es-sig\"><strong>Spatial finance<\/strong><span>Where capital meets hazard, exposure and transition<\/span><\/p><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">Reports and sector briefs<\/h1><p class=\"nx-scene-lede\">The platform is designed to publish templates, method notes and studies of shared-model exposure; each is reviewed, and none has been released, validates a model or rates a vendor.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/write-to-us\/contact\/\">Make an enquiry <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><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-1\"><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\">Sequence<\/span><\/div><h2 id=\"nx-s-1\" class=\"nx-section-title\">The order things happen in.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-es-fig\" data-es-layout=\"timeline\"><div class=\"nx-hero-rail\"><ol class=\"nx-lv-rail\"><li><div><span class=\"nx-lv-rail-k\">01<\/span><span class=\"nx-lv-rail-t\">Draft<\/span><span class=\"nx-lv-rail-n\">sources cited, labels attached<\/span><\/div><\/li><li><div><span class=\"nx-lv-rail-k\">02<\/span><span class=\"nx-lv-rail-t\">Evidence check<\/span><span class=\"nx-lv-rail-n\">every value traced<\/span><\/div><\/li><li><div><span class=\"nx-lv-rail-k\">03<\/span><span class=\"nx-lv-rail-t\">Independent review<\/span><span class=\"nx-lv-rail-n\">conflicts declared<\/span><\/div><\/li><li><div><span class=\"nx-lv-rail-k\">04<\/span><span class=\"nx-lv-rail-t\">Edition<\/span><span class=\"nx-lv-rail-n\">published with its limits<\/span><\/div><\/li><li><div><span class=\"nx-lv-rail-k\">05<\/span><span class=\"nx-lv-rail-t\">Correction<\/span><span class=\"nx-lv-rail-n\">a new version, never a silent edit<\/span><\/div><\/li><\/ol><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-what-is-published\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" 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\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">What is published<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">Every output shows its status.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\"><li>Each publication carries its authors, date, method, evidence labels and editorial status.<\/li><li>Corrections create a new version with its history.<\/li><li>Series contributions also appear in <a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/reports\">Reports<\/a>; see <a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/ai-financial-model-risk\/reports\/\">Publish in Reports<\/a>.<\/li><\/ul><\/div><\/div><\/section><div class=\"nx-live-slot\" data-nxf-slot=\"search\" data-nxf-kind=\"search\" data-nxf-resource=\"nexus:\/\/gra\/A-P07\/publications\/#search\" data-nxf-title=\"Search publications\" data-nxf-height=\"520\" hidden><\/div><section id=\"nx-sec-pg-nx-gra-ap07-pu\" class=\"nx-section\" data-hue=\"project\" aria-labelledby=\"nx-s-3\"><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\">Exclusions<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">Never contained.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\"><li>Validation opinions on any model.<\/li><li>Vendor comparisons or rankings.<\/li><li>Regulatory advice. Longer work: <a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-reports\/series\/methods-technical\/\">Methods and Technical series<\/a>.<\/li><\/ul><\/div><\/div><\/section><div class=\"nx-live-slot\" data-nxf-slot=\"evidence\" data-nxf-kind=\"evidence\" data-nxf-resource=\"nexus:\/\/gra\/A-P07\/publications\/#evidence\" data-nxf-title=\"Evidence records\" data-nxf-height=\"520\" hidden><\/div><section id=\"nx-sec-series\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" data-variant=\"split\" aria-labelledby=\"nx-s-4\"><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\">Series<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">Report series this field contributes to.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-reports\/series\/methods-technical\/\"><span>Methods and Technical<\/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:\/\/therisk.global\/nexus-reports\/series\/exponential-technology\/\"><span>Exponential Technology<\/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-sec-pg-sources\" class=\"nx-section\" data-hue=\"project\" data-variant=\"stack\" aria-labelledby=\"nx-s-5\"><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\">Sources<\/span><\/div><h2 id=\"nx-s-5\" 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. 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