{"id":8060,"date":"2026-01-16T05:42:00","date_gmt":"2026-01-15T20:42:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8060"},"modified":"2026-01-11T07:51:05","modified_gmt":"2026-01-10T22:51:05","slug":"current-agents-fail-to-leverage-world-model-as-tool-for-foresight","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8060","title":{"rendered":"Current Agents Fail to Leverage World Model as Tool for Foresight"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Current Agents Fail to Leverage World Model as Tool for Foresight\u00a0<\/strong>[86.9]<br>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u884c\u52d5\u3059\u308b\u524d\u306b\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u305d\u308c\u3089\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 \u672c\u7a3f\u3067\u306f,\u73fe\u5728\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u305d\u306e\u3088\u3046\u306a\u4e16\u754c\u30e2\u30c7\u30eb\u3092,\u8a8d\u77e5\u529b\u3092\u9ad8\u3081\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u5b9f\u8a3c\u7684\u306b\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.03905v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.03905v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 07 Jan 2026 13:15:23 GMT)<\/li>\n\n\n\n<li>\u300cOur investigation reveals that giving agents access to a world model reshapes their behavior in unexpected ways. Rather than serving as a straightforward enhancement, simulation introduces new cognitive pressures: agents must manage hypothetical branches and maintain coherent reasoning across mixed real and imagined experience.  The difficulties we observe, including hesitation, over-analysis, and misaligned interpretation, suggest that effective foresight requires more fine-grained governance.\u300d\u3068\u3001world model\u7684\u306a\u30c4\u30fc\u30eb\u304c\u3042\u3063\u305f\u3068\u3057\u3066\u3082\u73fe\u5728\u306eAI\u306f\u305d\u308c\u3092\u4f7f\u3044\u3053\u306a\u305b\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u6307\u6458\u3002<\/li>\n\n\n\n<li>\u73fe\u6bb5\u968e\u3067\u306fworld model\u7684\u80fd\u529b\u304c\u8003\u616e\u3055\u308c\u305f\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u306a\u3093\u3060\u308d\u3046\u304b\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":[712,449],"class_list":["post-8060","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-foresight","tag-world-model"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8060","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=8060"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8060\/revisions"}],"predecessor-version":[{"id":8061,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8060\/revisions\/8061"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}