{"id":7625,"date":"2025-10-27T03:18:00","date_gmt":"2025-10-26T18:18:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7625"},"modified":"2025-10-18T15:22:21","modified_gmt":"2025-10-18T06:22:21","slug":"findeepresearch-evaluating-deep-research-agents-in-rigorous-financial-analysis","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7625","title":{"rendered":"FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis\u00a0<\/strong>[110.6]<br>HisRubric\u306f\u968e\u5c64\u7684\u306a\u5206\u6790\u69cb\u9020\u3068\u304d\u3081\u7d30\u304b\u3044\u30b0\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3092\u5099\u3048\u305f\u65b0\u3057\u3044\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 FinDeepResearch\u306f\u30014\u3064\u306e\u8a00\u8a9e\u306b\u307e\u305f\u304c\u308b8\u3064\u306e\u91d1\u878d\u5e02\u5834\u304b\u308964\u306e\u4e0a\u5834\u4f01\u696d\u304b\u3089\u306a\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 6\u3064\u306eDR\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u6df1\u3044\u63a8\u8ad6\u80fd\u529b\u3068\u63a2\u7d22\u80fd\u529b\u3092\u5099\u3048\u305f5\u3064\u306eLLM\u3001\u6df1\u3044\u63a8\u8ad6\u80fd\u529b\u3092\u6301\u30645\u3064\u306eLLM\u3092\u542b\u308016\u306e\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3092\u7528\u3044\u3066FinDeepResearch\u306b\u95a2\u3059\u308b\u5e83\u7bc4\u306a\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.13936v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.13936v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 15 Oct 2025 17:21:56 GMT)<\/li>\n\n\n\n<li>\u91d1\u878d\u30c9\u30e1\u30a4\u30f3\u306eDeepResearch\u306e\u8a55\u4fa1\u3002o3 deepresearch\u306e\u6027\u80fd\u304c\u9ad8\u3044\uff08Grok4\u3084Gemini 2.5 Pro\u3068\u306f\u50c5\u5dee\uff09\u304c\u300cOur experiments suggest that even top-performing DR agents struggle to consistently balance a coherent analytical structure with factual accuracy. This imbalance remains the primary barrier to their deployment in high-stakes applications.\u300d\u3068\u306e\u3053\u3068\u3002\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":[686,517],"class_list":["post-7625","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\/7625","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=7625"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7625\/revisions"}],"predecessor-version":[{"id":7626,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7625\/revisions\/7626"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7625"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7625"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7625"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}