{"id":7931,"date":"2025-12-26T03:59:00","date_gmt":"2025-12-25T18:59:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7931"},"modified":"2025-12-13T22:03:28","modified_gmt":"2025-12-13T13:03:28","slug":"the-role-of-risk-modeling-in-advanced-ai-risk-management","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7931","title":{"rendered":"The Role of Risk Modeling in Advanced AI Risk Management"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The Role of Risk Modeling in Advanced AI Risk Management\u00a0<\/strong>[33.4]<br>\u6025\u901f\u306b\u9032\u6b69\u3059\u308b\u4eba\u5de5\u77e5\u80fd(AI)\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u3044\u3001\u4e0d\u78ba\u5b9f\u3067\u3001\u6f5c\u5728\u7684\u306b\u7834\u6ec5\u7684\u306a\u30ea\u30b9\u30af\u3092\u3082\u305f\u3089\u3059\u3002 \u3053\u308c\u3089\u306e\u30ea\u30b9\u30af\u3092\u7ba1\u7406\u3059\u308b\u306b\u306f\u3001\u53b3\u683c\u306a\u30ea\u30b9\u30af\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u57fa\u76e4\u3068\u306a\u308b\u6210\u719f\u3057\u305f\u30ea\u30b9\u30af\u7ba1\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u5fc5\u8981\u3067\u3059\u3002 \u5148\u9032\u7684\u306aAI\u30ac\u30d0\u30ca\u30f3\u30b9\u306f\u3001\u540c\u69d8\u306e\u4e8c\u91cd\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3059\u308b\u3079\u304d\u3067\u3042\u308a\u3001\u691c\u8a3c\u53ef\u80fd\u306a\u3001\u78ba\u5b9f\u306b\u5b89\u5168\u306aAI\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u7dca\u6025\u306b\u5fc5\u8981\u3067\u3042\u308b\u3001\u3068\u79c1\u305f\u3061\u306f\u4e3b\u5f35\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.08723v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.08723v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 09 Dec 2025 15:37:33 GMT)<\/li>\n\n\n\n<li>\u300cWe conceptualize AI risk modeling as the tight integration of (i) scenario building\u2014 causal mapping from hazards to harms\u2014and (ii) risk estimation\u2014quantifying the likelihood and severity of each pathway. We review classical techniques such as Fault and Event Tree Analyses, FMEA\/FMECA, STPA and Bayesian networks, and show how they can be adapted to advanced AI.\u300d\u3068\u306e\u3053\u3068\u3001\u4ed6\u5206\u91ce\u306e\u4f8b\u3084\u5206\u6790\u65b9\u6cd5\u306a\u3069\u53c2\u8003\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[144,622],"class_list":["post-7931","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fate","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7931","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7931"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7931\/revisions"}],"predecessor-version":[{"id":7932,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7931\/revisions\/7932"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7931"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7931"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}