{"id":7686,"date":"2025-11-03T07:34:00","date_gmt":"2025-11-02T22:34:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7686"},"modified":"2025-11-02T10:42:59","modified_gmt":"2025-11-02T01:42:59","slug":"the-era-of-agentic-organization-learning-to-organize-with-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7686","title":{"rendered":"The Era of Agentic Organization: Learning to Organize with Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The Era of Agentic Organization: Learning to Organize with Language Models\u00a0<\/strong>[107.4]<br>\u6211\u3005\u306f,\u975e\u540c\u671f\u601d\u8003(AsyncThink)\u3092\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u63a8\u8ad6\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3068\u3057\u3066\u7d39\u4ecb\u3059\u308b\u3002 \u5b9f\u9a13\u3067\u306f\u3001AsyncThink\u306f\u4e26\u5217\u601d\u8003\u306b\u6bd4\u3079\u306628%\u4f4e\u3044\u63a8\u8ad6\u9045\u5ef6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u3002 AsyncThink\u306f\u5b66\u7fd2\u3057\u305f\u975e\u540c\u671f\u601d\u8003\u6a5f\u80fd\u3092\u4e00\u822c\u5316\u3057\u3001\u672a\u78ba\u8a8d\u30bf\u30b9\u30af\u3092\u8ffd\u52a0\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306a\u3057\u3067\u52b9\u679c\u7684\u306b\u51e6\u7406\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.26658v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.26658v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 30 Oct 2025 16:25:10 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u3088\u3046\u306b\u975e\u540c\u671f\u51e6\u7406\u3092\u884c\u3048\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u300cIn this work, we introduce asynchronous thinking (AsyncThink) as a new paradigm for reasoning with large language models, with the goal of learning to organize the internal thinking into con- currently executable structures. Specifically, we propose a thinking protocol where an LLM plays both roles: an organizer that dynamically structures the process through Fork and Join actions, and workers that execute sub-queries and return intermediate knowledge or results.\u300d<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/thegenerality.com\/agi\/\">Advancing AI for Humanity<\/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-7686","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\/7686","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=7686"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7686\/revisions"}],"predecessor-version":[{"id":7687,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7686\/revisions\/7687"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7686"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7686"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}