{"id":8129,"date":"2026-01-26T06:54:00","date_gmt":"2026-01-25T21:54:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8129"},"modified":"2026-01-24T21:05:09","modified_gmt":"2026-01-24T12:05:09","slug":"llm-in-sandbox-elicits-general-agentic-intelligence","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8129","title":{"rendered":"LLM-in-Sandbox Elicits General Agentic Intelligence"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LLM-in-Sandbox Elicits General Agentic Intelligence\u00a0<\/strong>[142.7]<br>\u6211\u3005\u306fLLM-in-Sandbox\u3092\u5c0e\u5165\u3057\u3001LLM\u304c\u30b3\u30fc\u30c9\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9(\u4eee\u60f3\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf)\u5185\u3067\u63a2\u7d22\u3057\u3001\u975e\u30b3\u30fc\u30c9\u30c9\u30e1\u30a4\u30f3\u306e\u6c4e\u7528\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u30b3\u30fc\u30c9\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u3092\u975e\u30b3\u30fc\u30c9\u30bf\u30b9\u30af\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u4e00\u822c\u5316\u6a5f\u80fd\u3092\u793a\u3059\u3002 \u5b9f\u9a13\u306b\u3088\u308a\u3001LLM-in-Sandbox\u306f\u3001\u7121\u8a13\u7df4\u3068\u5f8c\u8a13\u7df4\u306e\u4e21\u65b9\u306e\u74b0\u5883\u3067\u3001\u6570\u5b66\u3001\u7269\u7406\u5b66\u3001\u5316\u5b66\u3001\u751f\u533b\u5b66\u3001\u9577\u6587\u7406\u89e3\u3001\u305d\u3057\u3066\u6b21\u306e\u6307\u793a\u306b\u307e\u305f\u304c\u308b\u5805\u7262\u306a\u4e00\u822c\u5316\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.16206v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.16206v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 22 Jan 2026 18:57:09 GMT)<\/li>\n\n\n\n<li>LLM\u304cSandbox\u3092\u7528\u3044\u308b\u3053\u3068\u306e\u6709\u52b9\u6027\u3092\u793a\u3059\u8ad6\u6587\u3002\u300cWe anticipate sandbox environments will become standard infrastructure, transforming LLMs from text generators into general-purpose digital workers.\u300d\u3068\u3082\u4e3b\u5f35\u3002\u30b3\u30fc\u30c9\u751f\u6210\u3092\u4ecb\u3057\u305f\u51e6\u7406\u304c\u6709\u52b9\u3067\u3042\u308b\u306e\u306f\u826f\u304f\u77e5\u3089\u308c\u3066\u3044\u3066\u7d0d\u5f97\u611f\u306e\u3042\u308b\u7d50\u679c\u306b\u601d\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/llm-in-sandbox.github.io\/\">LLM-in-Sandbox Demo<\/a><\/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":[42],"class_list":["post-8129","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8129","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=8129"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8129\/revisions"}],"predecessor-version":[{"id":8130,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8129\/revisions\/8130"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}