{"id":7878,"date":"2025-12-18T05:10:00","date_gmt":"2025-12-17T20:10:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7878"},"modified":"2025-12-06T17:11:40","modified_gmt":"2025-12-06T08:11:40","slug":"how-far-are-we-from-genuinely-useful-deep-research-agents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7878","title":{"rendered":"How Far Are We from Genuinely Useful Deep Research Agents?"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>How Far Are We from Genuinely Useful Deep Research Agents?\u00a0<\/strong>[48.6]<br>Deep Research Agents (DRA) \u306f\u3001\u53cd\u5fa9\u7684\u306a\u60c5\u5831\u691c\u7d22\u3068\u5408\u6210\u306b\u3088\u3063\u3066\u30a2\u30ca\u30ea\u30b9\u30c8\u30ec\u30d9\u30eb\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u7684\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 \u30ec\u30dd\u30fc\u30c8\u5408\u6210\u306e\u73fe\u5728\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u3001\u30bf\u30b9\u30af\u306e\u8907\u96d1\u3055\u3068\u4e3b\u89b3\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u60a9\u307e\u3055\u308c\u3066\u3044\u308b\u3002 \u6211\u3005\u306f,100\u500b\u306e\u4eba\u70ba\u7684\u306a\u7814\u7a76\u30bf\u30b9\u30af\u304b\u3089\u306a\u308b\u6539\u826f\u3055\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bFINDER(FinDER)\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.01948v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.01948v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 01 Dec 2025 17:58:59 GMT)<\/li>\n\n\n\n<li>\u300cFine-grained DEep- Research bench (FINDER), a fine-grained benchmark designed to evaluate DRAs in a more comprehensive manner. Unlike existing benchmarks, DEFT is built upon 100 expert-curated research tasks with 419 detailed check- list items that guide the structure, analytical depth, and citation integrity of generated reports.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/OPPO-PersonalAI\/FINDER_DEFT\">GitHub &#8211; OPPO-PersonalAI\/FINDER_DEFT: Official implementation for paper &#8220;How Far Are We from Genuinely Useful Deep Research Agents?&#8221;<\/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":[686,517],"class_list":["post-7878","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-deepresearch","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7878","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=7878"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7878\/revisions"}],"predecessor-version":[{"id":7879,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7878\/revisions\/7879"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7878"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7878"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}