{"id":7602,"date":"2025-10-14T05:50:00","date_gmt":"2025-10-13T20:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7602"},"modified":"2025-10-12T22:09:23","modified_gmt":"2025-10-12T13:09:23","slug":"agentic-context-engineering-evolving-contexts-for-self-improving-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7602","title":{"rendered":"Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models\u00a0<\/strong>[18.8]<br>ACE(Agentic Context Engineering)\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u9032\u5316\u3059\u308b\u30d7\u30ec\u30a4\u30d6\u30c3\u30af\u3068\u3057\u3066\u6271\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u901a\u3058\u3066\u3001ACE\u306f\u4e00\u8cab\u3057\u3066\u5f37\u529b\u306a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002 ACE\u306f\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u76e3\u8996\u306a\u3057\u306b\u52b9\u679c\u7684\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4ee3\u308f\u308a\u306b\u81ea\u7136\u306a\u5b9f\u884c\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.04618v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.04618v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 06 Oct 2025 09:30:18 GMT)<\/li>\n\n\n\n<li>\u300cWe present ACE (Agentic Context Engineering), a framework for scalable and efficient context adaptation in both offline (e g , system prompt optimization) and online (e g , test-time memory adaptation) scenarios. Instead of condensing knowledge into terse summaries or static instructions, ACE treats contexts as evolving playbooks that continuously accumulate, refine, and organize strategies over time.\u300d\u3068\u3053\u3061\u3089\u3082\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8a18\u61b6\u306e\u3088\u3046\u306b\u4f7f\u3044\u81ea\u5df1\u6539\u5584\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u898b\u3048\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":[356],"class_list":["post-7602","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-self-x"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7602","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=7602"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7602\/revisions"}],"predecessor-version":[{"id":7603,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7602\/revisions\/7603"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7602"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7602"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7602"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}