{"id":7482,"date":"2025-09-23T06:48:00","date_gmt":"2025-09-22T21:48:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7482"},"modified":"2025-09-21T14:59:57","modified_gmt":"2025-09-21T05:59:57","slug":"webweaver-webresearcher","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7482","title":{"rendered":"WebWeaver, WebResearcher"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/tongyi-agent.github.io\/blog\/introducing-tongyi-deep-research\/\">Tongyi DeepResearch: A New Era of Open-Source AI Researchers | Tongyi DeepResearch<\/a>\u95a2\u9023\u3001WebWeaver\u3068 WebResearcher\u306e\u8ad6\u6587\u304c\u51fa\u3066\u3044\u305f\u3002\u8fd1\u3044\u304c\u69d8\u3005\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8a66\u3057\u3066\u3044\u308b\u3088\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research\u00a0<\/strong>[73.6]<br>\u672c\u7a3f\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81a8\u5927\u306aWeb\u30b9\u30b1\u30fc\u30eb\u60c5\u5831\u3092\u6d1e\u5bdf\u306b\u5bcc\u3080\u30ec\u30dd\u30fc\u30c8\u306b\u5408\u6210\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u8907\u96d1\u306a\u8ab2\u984c\u3067\u3042\u308b\u3001\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9\u30c7\u30a3\u30fc\u30d7\u30ea\u30b5\u30fc\u30c1(OEDR)\u306b\u53d6\u308a\u7d44\u3080\u3002 \u4eba\u9593\u306e\u7814\u7a76\u30d7\u30ed\u30bb\u30b9\u3092\u30a8\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u65b0\u3057\u3044\u30c7\u30e5\u30a2\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bWebWeaver\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2509.13312v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2509.13312v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 16 Sep 2025 17:57:21 GMT)<\/li>\n\n\n\n<li>\u300cIn this paper, we introduced WebWeaver, a novel dual-agent framework designed to overcome the fundamental flaws of static, machine-like pipelines in open-ended deep research (OEDR). By emulating the human cognitive process that integrates the planner\u2019s dynamic research cycle with the writer\u2019s hierarchical retrieval and writing process, WebWeaver consistently outperforms both proprietary and open-source systems, establishing a new state-of-the-art.\u300d<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents\u00a0<\/strong>[72.3]<br>WebResearcher\u306f\u3001\u30de\u30eb\u30b3\u30d5\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3068\u3057\u3066\u30c7\u30a3\u30fc\u30d7\u30ea\u30b5\u30fc\u30c1\u3092\u518d\u69cb\u7bc9\u3059\u308b\u53cd\u5fa9\u7684\u306a\u30c7\u30a3\u30fc\u30d7\u30ea\u30b5\u30fc\u30c1\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u3042\u308b\u3002 WebResearcher\u306f\u6700\u5148\u7aef\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u3001\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u306e\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u30b7\u30b9\u30c6\u30e0\u3092\u8d85\u3048\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2509.13309v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2509.13309v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 16 Sep 2025 17:57:17 GMT)<\/li>\n\n\n\n<li>\u300c(1) IterResearch, an iterative paradigm that reformulates deep research as a Markov Decision Process with periodic consolidation, overcoming the context suffocation and noise contamination of mono-contextual approaches; (2) WebFrontier, a scalable data synthesis engine that addresses training data scarcity through tool-augmented complexity escalation; and (3) a Research-Synthesis Framework that enables effective test-time scaling through parallel multi-agent exploration\u300d\u306e\uff13\u8981\u7d20\u304b\u3089\u306a\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Tongyi DeepResearch: A New Era of Open-Source AI Researchers | Tongyi DeepResearch\u95a2\u9023\u3001WebWeaver\u3068 WebResearcher\u306e &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=7482\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;WebWeaver, WebResearcher&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[686],"class_list":["post-7482","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-deepresearch"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7482","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=7482"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7482\/revisions"}],"predecessor-version":[{"id":7485,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7482\/revisions\/7485"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7482"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7482"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7482"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}