{"id":73,"date":"2025-09-08T19:29:23","date_gmt":"2025-09-08T11:29:23","guid":{"rendered":"http:\/\/159.223.199.105\/?p=73"},"modified":"2025-09-13T13:35:32","modified_gmt":"2025-09-13T05:35:32","slug":"ai%e5%ad%a6%e6%9c%af%e5%8a%a9%e6%89%8b%e4%b8%ba%e4%bd%95%e6%80%bb%e5%9c%a8%e7%bf%bb%e8%bd%a6%ef%bc%9f%e8%af%84%e6%b5%8b%e5%9f%ba%e5%87%86scholarsearch%e4%b8%ba%e4%bd%a0%e6%8f%ad","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/09\/08\/ai%e5%ad%a6%e6%9c%af%e5%8a%a9%e6%89%8b%e4%b8%ba%e4%bd%95%e6%80%bb%e5%9c%a8%e7%bf%bb%e8%bd%a6%ef%bc%9f%e8%af%84%e6%b5%8b%e5%9f%ba%e5%87%86scholarsearch%e4%b8%ba%e4%bd%a0%e6%8f%ad\/","title":{"rendered":"AI\u5b66\u672f\u52a9\u624b\u4e3a\u4f55\u603b\u5728\u201c\u7ffb\u8f66\u201d\uff1f\u8bc4\u6d4b\u57fa\u51c6ScholarSearch\u4e3a\u4f60\u63ed\u79d8"},"content":{"rendered":"\n<p><strong>\u4eec\u603b\u89c9\u5f97 AI \u795e\u901a\u5e7f\u5927\uff1aGPT-4 \u80fd\u89e3\u9ad8\u6570\u9898\uff0cGemini \u80fd\u5199\u4ee3\u7801\uff0c\u751a\u81f3\u6709\u4e9bAgent\u53f7\u79f0\u80fd\u591f\u5e2e\u52a9\u4eba\u7c7b\u71ac\u591c\u67e5\u6587\u732e\u3001\u5199\u4e13\u4e1a\u7684\u5b66\u672f\u7814\u7a76\u62a5\u544a\u3002\u7136\u800c\u5f53\u5927\u8bed\u8a00\u6a21\u578b\u9047\u4e0a\u8270\u6df1\u7684\u5b66\u672f\u7814\u7a76\u65f6\uff0c\u5b83\u4eec\u7684\u771f\u5b9e\u641c\u7d22\u80fd\u529b\u7a76\u7adf\u5982\u4f55\uff1f\u6700\u8fd1\uff0c\u6765\u81ea\u5317\u4eac\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u5e26\u6765\u4e86\u5168\u65b0\u7684\u8bc4\u6d4b\u57fa\u51c6\u2014\u2014ScholarSearch\uff0c\u5b83\u662f\u9996\u4e2a\u4e13\u95e8\u7528\u4e8e\u8bc4\u4f30\u5927\u8bed\u8a00\u6a21\u578b\u5728\u5b66\u672f\u7814\u7a76\u4e2d\u590d\u6742\u4fe1\u606f\u68c0\u7d22\u80fd\u529b\u7684\u6570\u636e\u96c6\uff0c\u5b83\u50cf\u4e00\u628a\u7cbe\u5bc6\u7684\u6e38\u6807\u5361\u5c3a\uff0c\u9996\u6b21\u91cf\u51fa\u4e86 AI \u5728\u5b66\u672f\u6df1\u6c34\u533a\u7684\u201c\u771f\u5b9e\u6c34\u4f4d\u201d\u3002<\/strong><\/p>\n\n\n\n<p><strong>ScholarSearch \u5305\u542b 223 \u9053\u9ad8\u96be\u5ea6\u7684\u5b66\u672f\u68c0\u7d22\u9898\u76ee\u53ca\u5176\u7b54\u6848\uff0c\u5bf9\u5177\u5907\u8054\u7f51\u641c\u7d22\u80fd\u529b\u7684\u4ee3\u8868\u6027\u6a21\u578b\u53ca\u7eaf\u63a8\u7406\u6a21\u578b\u8fdb\u884c\u4e86\u8bc4\u4f30\u3002\u8be5\u57fa\u51c6\u53d1\u73b0\u4e86\u4e00\u4e2a\u6b8b\u9177\u771f\u76f8\uff1a<\/strong><strong>\u5728\u771f\u6b63\u7684\u5b66\u672f\u7814\u7a76\u91cc\uff0c<\/strong><strong>AI<\/strong><strong>&nbsp;\u53ef\u80fd\u8fde\u201c\u5165\u95e8\u7ea7\u201d\u4efb\u52a1\u90fd\u641e\u4e0d\u5b9a\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/tibyo04EjwE2A4JXavG2OjlVeuHDAk6G1IHXictr6zXic8Y3vXAqo88uib6DOplPLVrAXaW9RMYYDKbkRgIQiaMyXKQ\/640?wx_fmt=png&amp;from=appmsg&amp;tp=wxpic&amp;wxfrom=13&amp;wx_lazy=1#imgIndex=1\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p><strong>\u5728 ScholarSearch \u5bf9\u6a21\u578b\u8bc4\u6d4b\u7684\u7ed3\u679c\u4e2d\uff0c\u7eaf\u63a8\u7406\u6a21\u578b\u7684\u51c6\u786e\u7387\u6781\u4f4e\uff0c<\/strong><strong>GPT-4.1 \u6b63\u786e\u7387 7.17%\uff0cGPT-4o-mini \u4ec5 2.24%<\/strong><strong>\uff1b<\/strong><strong>\u5177\u5907\u641c\u7d22\u529f\u80fd\u7684\u6a21\u578b\u8868\u73b0\u8f83\u597d\uff0c<\/strong><strong>gemini-2.5-pro-deep-research \u7684\u641c\u7d22\u7248\u51c6\u786e\u7387\u4e3a 39.46%<\/strong><strong>\uff0cGPT-4o-search-preview \u641c\u7d22\u7248\u51c6\u786e\u7387 18.83%\uff0cgpt-4o-mini-search-preview \u7684\u51c6\u786e\u6027\u4e3a 10.31%\uff1b\u793e\u79d1\u4eba\u6587\uff08Social Sciences &amp; Humanities\uff09\u9898\u76ee\u7684\u6b63\u786e\u7387\u666e\u904d\u9ad8\u4e8e\u7406\u5de5\u79d1\uff08Science &amp; Engineering\uff09\uff0c<\/strong><strong>\u4f46\u4e5f\u6709\u4f8b\u5916\u60c5\u51b5\uff0cgrok3-deep-search \u793e\u79d1\u4eba\u6587\u7684\u6b63\u786e\u7387\uff080.95%\uff09\u4e0d\u53ca\u7406\u5de5\u79d1\uff0811.02%\uff09\uff0cgemini-2.5-flash \u4e5f\u662f\u5982\u6b64<\/strong><strong>\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/tibyo04EjwE1libFvdkeibvib0EGBrv7vOrmibQyXyK5pFAASYkh7cDo6HJiaibmR8gnp0PJV8Jw1vzGUgqxFOvM0icqdQ\/640?wx_fmt=png&amp;from=appmsg&amp;wxfrom=5&amp;wx_lazy=1&amp;tp=wxpic#imgIndex=2\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p><em>\u25b3\u6a21\u578b\u51c6\u786e\u7387<\/em><\/p>\n\n\n\n<p><strong>\u8be5\u699c\u5355\u5df2\u540c\u6b65\u81f3 AGI-Eval \u8bc4\u6d4b\u793e\u533a\uff0c\u8fdb\u5165\u5c0f\u7a0b\u5e8f\u5373\u53ef\u67e5\u770b\u5b8c\u6574\u5185\u5bb9\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\uff1a<\/strong><strong><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzk3NTg4MjAzMw==&amp;mid=2247484358&amp;idx=1&amp;sn=18d885b6fb0f9442860de9437d95e36e&amp;chksm=c57786c49d6da3c5c8d307c1f8544bbdcfb49c3fa9367b39900e0aa5463031f8980225cf799b&amp;scene=126&amp;sessionid=1757330458&amp;subscene=91&amp;clicktime=1757330472&amp;enterid=1757330472&amp;click_id=5&amp;key=daf9bdc5abc4e8d0dde4366788d7ac774f10cae045edecd8d3382b25ddc8a5f6220dc3f0a9b7846a0fcfc6faca26f481aebdd655178ff5b1402f43cb56559e979fbf62d76bb97e25ad591ec05e5c3adfe93372ac1bd451b2cf8a2764e208f0af83b8e279a0dd6422f254561bdb6e04ba5a3a716dc28d9b066773603adbd33f2e&amp;ascene=1&amp;uin=MjY5NDMzMDE1&amp;devicetype=UnifiedPCWindows&amp;version=f254101e&amp;lang=zh_CN&amp;countrycode=CN&amp;exportkey=n_ChQIAhIQwvDTI7SiA25LlEowT4TOvRLcAQIE97dBBAEAAAAAAIrjAm2SxaoAAAAOpnltbLcz9gKNyK89dVj0XMNfEyufZA%2B2GurAD9nGcWL1Z344iDwRSoiRBJGt2XwS5peIPD82gOABCeKT7j2mwOIDSZMWhbeJwBiYDNGdCoVU4BDgCroSWEQBEmNVJ9AbZAvgTufK1LqRFNaCpfFQIoRDIWQy1YF3gFqJnMdklFr%2B0HhHEws%2FEw29zjQhW1pYZEi49QwDLMdqNJvtwa6PqvAIhnu0y%2Breyz%2BAbgsHY%2F4YJl2pS2D2IQY1Ug5LstvGmWx2keY%3D&amp;acctmode=0&amp;pass_ticket=zW9fxsgT9h9OyFs94vJRXTJeCAnpKnKaeaCCuHK8m9UJD1idp85MqIwsBrA1%2FZMe&amp;wx_header=0&amp;fasttmpl_type=0&amp;fasttmpl_fullversion=7900215-zh_CN-html&amp;from_xworker=1\">AGI-Eval\u6a21\u578b\u8bc4\u6d4b<\/a><\/strong><\/li>\n\n\n\n<li><strong>huggingface:<\/strong><strong>https:\/\/huggingface.co\/datasets\/PKU-DS-LAB\/ScholarSearch<\/strong><\/li>\n\n\n\n<li><strong>\u8bba\u6587\u94fe\u63a5:<\/strong><strong>https:\/\/arxiv.org\/abs\/2506.13784<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd ScholarSearch \u662f\u5982\u4f55\u6784\u5efa\u7684\u3001\u8fd9\u4efd\u201c\u5b66\u672f\u4e13\u7528\u8003\u5377\u201d\u7684\u786c\u6838\u8bbe\u8ba1\u4ee5\u53ca\u8be5\u201c\u8003\u5377\u201d\u5bf9 AI \u6a21\u578b\u7684\u8bc4\u6d4b\u7ed3\u679c\u3002<\/strong><\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>01.\u4e3a\u4ec0\u4e48\u9700\u8981\u201c\u5b66\u672f\u4e13\u7528\u8003\u5377\u201d\uff1f<\/strong><\/h1>\n\n\n\n<h1 class=\"wp-block-heading\"><\/h1>\n\n\n\n<p><strong>\u5728\u79d1\u5b66\u7814\u7a76\u7684\u52a8\u6001\u73af\u5883\u4e2d\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u4ece\u6d77\u91cf\u5728\u7ebf\u6570\u636e\u6e90\u4e2d\u51c6\u786e\u63d0\u53d6\u5173\u952e\u3001\u6700\u65b0\u4fe1\u606f\u7684\u80fd\u529b\u81f3\u5173<\/strong><strong>\u91cd\u8981\u3002\u8fd9\u79cd<\/strong><strong>\u5b9e\u65f6\u4fe1\u606f\u68c0\u7d22\u5bf9\u4e8e\u8ddf\u4e0a\u65b0\u53d1\u73b0\u7684\u6b65\u4f10\u3001\u9a8c\u8bc1\u5047\u8bbe\u4ee5\u53ca\u62d3\u5c55\u77e5\u8bc6\u8fb9\u754c\u800c\u8a00\u5fc5\u4e0d\u53ef\u5c11\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u5c3d\u7ba1\u5148\u8fdb\u7684\u63a8\u7406\u6a21\u578b\u62e5\u6709\u76f8\u5f53\u4e30\u5bcc\u7684\u7d2f\u79ef\u77e5\u8bc6\u50a8\u5907\uff0c\u4f46\u4e00\u4e2a\u5173\u952e\u7684\u5c40\u9650\u6027\u4ecd\u7136\u5b58\u5728\uff1a<\/strong><strong>\u5b83\u4eec\u65e0\u6cd5\u5b9e\u65f6\u83b7\u53d6\u548c\u6574\u5408\u6700\u65b0\u4fe1\u606f\uff0c\u6ca1\u6709\u591a\u6b65\u6eaf\u6e90\u3001\u8de8\u5e93\u9a8c\u8bc1\u3001\u5b9e\u65f6\u66f4\u65b0\u7684\u5b66\u672f\u7814\u7a76\u80fd\u529b\u3002<\/strong><strong>\u5728 ScholarSearch \u57fa\u51c6\u51fa\u73b0\u524d\uff0cAI \u7684\u201c\u8003\u8bd5\u201d\u5176\u5b9e\u6709\u70b9\u201c\u653e\u6c34\u201d\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f20\u7edf\u5b66\u672f\u57fa\u51c6\u8003\u5bdf\u8bb0\u5fc6\uff1a<\/strong><strong>GPQA\u3001 MMLU \u8fd9\u7c7b\u5b66\u672f\u57fa\u51c6\u6d4b\u8bd5\uff0c\u4e3b\u8981\u8bc4\u4f30\u5927\u8bed\u8a00\u6a21\u578b\u5bf9\u65e2\u6709\u77e5\u8bc6\u6216\u7cbe\u9009\u5b66\u672f\u5185\u5bb9\u7684\u7406\u89e3\u548c\u63a8\u7406\u80fd\u529b\u3002\u867d\u7136\u8fd9\u4e9b\u57fa\u51c6\u6d4b\u8bd5\u5bf9\u4e8e\u8bc4\u4f30\u4e8b\u5b9e\u56de\u5fc6\u548c\u903b\u8f91\u63a8\u7406\u5f88\u6709\u4ef7\u503c\uff0c\u4f46\u5b83\u4eec\u901a\u5e38\u4e0d\u9700\u8981\u4e3b\u52a8\u3001\u5b9e\u65f6\u7684\u4fe1\u606f\u641c\u7d22\uff0c\u8003\u5bdf\u7684\u662f\u6a21\u578b\u5bf9\u8bfe\u672c\u5185\u5bb9\u7684\u8bb0\u5fc6\u3002\u5c31\u50cf\u8ba9\u5b66\u751f\u80cc\u9898\u5e94\u4ed8\u8003\u8bd5\uff0c\u6839\u672c\u4e0d\u6d89\u53ca\u201c\u67e5\u65b0\u6587\u732e\u201d\u7684\u80fd\u529b\uff0c\u4e0e\u771f\u5b9e\u7814\u7a76\u4e2d\u201c\u4ece 0 \u5230 1 \u627e\u7b54\u6848\u201d\u7684\u573a\u666f\u76f8\u53bb\u751a\u8fdc\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u6d4f\u89c8\u57fa\u51c6\u592a\u201c\u751f\u6d3b\u5316\u201d\uff1a<\/strong><strong>OpenAI \u7684 BrowseComp \u8fd9\u7c7b\u6d4f\u89c8\u57fa\u51c6\u6d4b\u8bd5\uff0c\u4fa7\u91cd\u4e8e\u901a\u7528\u7f51\u9875\u6d4f\u89c8\u548c\u4ece\u516c\u5171\u4e92\u8054\u7f51\u6765\u6e90\u63d0\u53d6\u4fe1\u606f\uff0c\u53ef\u4ee5\u8ba9 AI \u8ba2\u673a\u7968\u3001\u67e5\u5929\u6c14\uff0c\u8fd9\u4e9b\u5de5\u4f5c\u548c \u201c\u8ffd Nature \u6700\u65b0\u8bba\u6587\u201d \u6bd4\u8d77\u6765\uff0c\u96be\u5ea6\u5dee\u4e86\u4e0d\u6b62\u4e00\u4e2a\u91cf\u7ea7\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u590d\u6742\u7684\u3001\u591a\u6b65\u9aa4\u4fe1\u606f\u68c0\u7d22\u80fd\u529b\u5bf9\u771f\u6b63\u7684\u5b66\u672f\u7814\u7a76\u81f3\u5173\u91cd\u8981\u3002\u5b66\u672f\u7814\u7a76\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u6070\u6070\u85cf\u5728<\/strong><strong>\u8fd9\u4e9b\u57fa\u51c6\u7684\u76f2\u533a\u91cc\u3002\u73b0\u6709\u7684\u5b66\u672f\u57fa\u51c6\u6d4b\u8bd5\u548c\u5f53\u524d\u7684\u6d4f\u89c8\u57fa\u51c6\u6d4b\u8bd5\u90fd\u65e0\u6cd5\u5145\u5206\u8861\u91cf\u5927\u8bed\u8a00\u6a21\u578b\u771f\u6b63\u7684 \u201c\u6df1\u5ea6\u7814\u7a76\u201d \u80fd\u529b\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u5b66\u672f\u7814\u7a76\u7684\u672c\u8d28\u662f\u201c\u52a8\u6001\u4fa6\u63a2\u5de5\u4f5c\u201d\uff1a\u4f60\u9700\u8981\u4ece 10 \u7bc7\u76f8\u5173\u8bba\u6587\u91cc\u63ea\u51fa\u5173\u952e\u6570\u636e\uff0c\u5bf9\u6bd4 3 \u4e2a\u6570\u636e\u5e93\u7684\u77db\u76fe\u7ed3\u8bba\uff0c\u8fd8\u8981\u9a8c\u8bc1 5 \u5e74\u524d\u7684\u7406\u8bba\u5728\u65b0\u5b9e\u9a8c\u4e2d\u7684\u9002\u7528\u6027\u3002\u8fd9\u8981\u6c42 AI \u4e0d\u4ec5\u4f1a\u201c\u641c\u201d\uff0c\u66f4\u8981\u4f1a\u201c\u8ffd\u201d\u2014\u2014 \u50cf\u4fa6<\/strong><strong>\u63a2\u67e5\u7ebf\u7d22\u4e00\u6837\uff0c\u4e00\u6b65\u63a5\u4e00\u6b65\u6df1\u6316\u3002\u800c ScholarSearch\uff0c\u5c31\u662f\u7b2c\u4e00\u4efd\u4e13\u95e8\u9488\u5bf9\u8fd9\u79cd \u201c\u5b66\u672f\u4fa6\u63a2\u80fd\u529b\u201d \u7684\u8003\u5377\u3002<\/strong><\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>02.\u7814\u7a76\u56e2\u961f\u5982\u4f55\u6253\u9020\u8bc4\u6d4b\u8003\u5377<\/strong><\/h1>\n\n\n\n<h1 class=\"wp-block-heading\"><\/h1>\n\n\n\n<p><strong>ScholarSearch \u7684\u6bcf\u4e00\u4e2a\u95ee\u9898\uff0c\u90fd\u8981\u7ecf\u8fc7\u201c\u4e5d\u4e5d\u516b\u5341\u4e00\u96be\u201d\u624d\u80fd\u6700\u7ec8\u5165\u9009\u3002\u8fd9\u4e2a\u7531\u5317\u4eac\u5927\u5b66\u591a\u5b66\u79d1\u56e2\u961f\u6253\u9020\u7684 \u201c\u7b5b\u9009\u6d41\u6c34\u7ebf\u201d\uff0c\u662f\u5bf9\u5b66\u672f\u4e25\u8c28\u6027\u7684\u81f4\u656c\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2.1 \u5b66\u751f\u51fa\u9898\uff0c\u4e13\u5bb6\u628a\u5173<\/strong><\/h2>\n\n\n\n<p><strong>ScholarSearch \u7684\u95ee\u9898\u5168\u90e8\u6e90\u81ea\u771f\u5b9e\u7814\u7a76\u573a\u666f\uff0c\u5317\u5927 15 \u4e2a\u5b66\u79d1\u7684\u672c\u7855\u535a\u5b66\u751f\u5316\u8eab \u201c\u51fa\u9898\u4eba\u201d\uff0c\u5c06\u81ea\u5df1\u79d1\u7814\u4e2d\u9047\u5230\u7684\u771f\u5b9e\u56f0\u60d1\u8f6c\u5316\u4e3a\u6d4b\u8bd5\u9898\uff0c\u786e\u4fdd\u6bcf\u4e2a\u95ee\u9898\u90fd\u50cf\u4f60\u5199\u8bba\u6587\u65f6\u9047\u5230\u7684\u201c\u62e6\u8def\u864e\u201d\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/tibyo04EjwE2A4JXavG2OjlVeuHDAk6G1PdS4OEVgkkLDH3ttpJzicuwuHHcg8JMGxU4mKMLezDlhkxiaY0SZd6ibQ\/640?wx_fmt=png&amp;from=appmsg&amp;wxfrom=5&amp;wx_lazy=1&amp;tp=wxpic#imgIndex=3\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p><em>\u25b3ScholarSearch \u7684\u6570\u636e\u6536\u96c6\u6d41\u7a0b\u3002\u5b66\u751f\u4ece\u53ef\u516c\u5f00\u8bbf\u95ee\u7684\u5b66\u672f\u51fa\u7248\u7269\u6216\u7f51\u7ad9\u83b7\u53d6\u6570\u636e\uff0c\u9996\u5148\u4f1a\u901a\u8fc7\u591a\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\uff08<\/em><em>LLMs<\/em><em>\uff09\u8fdb\u884c\u7b5b\u9009\uff0c\u4ee5\u6311\u9009\u51fa\u96be\u5ea6\u8f83\u9ad8\u7684\u95ee\u9898\u3002\u968f\u540e\uff0c\u4e00\u4e2a\u4e13\u4e1a\u56e2\u961f\u4f1a\u5bf9\u7b5b\u9009\u540e\u7684\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u5ba1\u6838\uff0c\u5ba1\u6838\u5185\u5bb9\u5305\u62ec\u7b54\u6848\u7684\u552f\u4e00\u6027\u3001\u6765\u6e90\u7684\u53ef\u83b7\u53d6\u6027\u4ee5\u53ca\u5b66\u672f\u6b63\u786e\u6027\u3002<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2.2&nbsp;<\/strong><strong>AI<\/strong><strong>&nbsp;\u5148\u505a\uff0c\u4e0d\u53ca\u683c\u624d\u7b97\u6570<\/strong><\/h2>\n\n\n\n<p><strong>\u95ee\u9898<\/strong><strong>\u521d\u7a3f\u4f1a\u5148\u4ea4\u7ed9\u4e24\u4f4d \u201cAI \u8003\u5b98\u201d\uff1aGrok 3 \u7684 DeepSearch \u6a21\u5f0f\u548c Gemini 2.5 Pro \u7684 Deep Research \u529f\u80fd\u3002\u53ea\u6709\u540c\u65f6\u6ee1\u8db3\u4e24\u4e2a\u6761\u4ef6\u7684\u95ee\u9898\u624d\u80fd\u8fc7\u5173\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Grok 3 \u7eaf\u9760\u81ea\u8eab\u77e5\u8bc6\uff08\u4e0d\u641c\u7d22\uff09\u7b54\u4e0d\u51fa\uff1b<\/strong><\/li>\n\n\n\n<li><strong>\u81f3\u5c11\u4e00\u6b3e\u6df1\u5ea6\u68c0\u7d22\u6a21\u578b\u7b54\u9519<\/strong><strong>\u6216\u7b54\u4e0d\u5168\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2.3 \u4e13\u5bb6\u5ba1\u6838<\/strong><\/h2>\n\n\n\n<p><strong>\u6700\u540e\u4e00\u5173\u7531\u8de8\u5b66\u79d1\u4e13\u5bb6\u56e2\u961f\u628a\u5b88\uff0c\u4ed6\u4eec\u624b\u6301\u201c\u4e09\u628a\u5c3a\u5b50\u201d\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u552f\u4e00\u6027\u6807\u5c3a<\/strong><strong>\uff1a<\/strong><strong>\u68c0\u67e5\u7b54\u6848\u662f\u5426\u6709\u6b67\u4e49\u3002\u6bd4\u5982\u201c\u67d0\u4e8b\u4ef6\u53d1\u751f\u5e74\u4efd\u201d\uff0c\u5fc5\u987b\u7cbe\u786e\u5230\u5177\u4f53\u6570\u5b57\uff0c\u4e0d\u80fd\u662f\u201c19 \u4e16\u7eaa\u672b\u201d\u8fd9\u79cd\u6a21\u7cca\u8868\u8ff0\u3001<\/strong><\/li>\n\n\n\n<li><strong>\u6765\u6e90\u6807\u5c3a<\/strong><strong>\uff1a<\/strong><strong>\u9a8c\u8bc1\u53c2\u8003\u8d44\u6599\u662f\u5426\u771f\u5b9e\u53ef\u8bbf\u95ee\u3002\u5982\u679c\u67d0\u7bc7\u5173\u952e\u8bba\u6587\u4ec5\u5b58\u4e8e\u67d0\u5927\u5b66\u5185\u90e8\u6570\u636e\u5e93\uff0c\u95ee\u9898\u5c31\u4f1a\u88ab\u6253\u56de\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u5b66\u672f\u6807\u5c3a<\/strong><strong>\uff1a<\/strong><strong>\u8bc4\u4f30\u95ee\u9898\u662f\u5426\u6709\u7814\u7a76\u4ef7\u503c\u3002\u6dd8\u6c70\u90a3\u4e9b\u201c\u4e3a\u4e86\u96be\u800c\u96be\u201d\u7684\u65e0\u610f\u4e49\u95ee\u9898\uff08\u6bd4\u5982\u201c\u67d0\u8bba\u6587\u4f5c\u8005\u7684\u540d\u5b57\u62fc\u5199\u201d\uff09\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u4ece\u6700\u521d\u7684 1000 \u591a\u4e2a\u95ee\u9898\uff0c\u5230\u6700\u7ec8\u5165\u9009\u7684 223 \u4e2a\uff0cScholarSearch \u6240\u7b5b\u9009\u9898\u76ee\u7684\u201c\u5e78\u5b58\u7387\u201d\u4e0d\u5230 25%\u3002\u8fd9\u79cd\u8fd1\u4e4e\u82db\u523b\u7684\u7b5b\u9009\uff0c\u786e\u4fdd\u4e86\u5b83\u80fd\u771f\u5b9e\u53cd\u6620\u5b66\u672f\u7814\u7a76\u7684\u80fd\u529b\u9700\u6c42\u3002<\/strong><\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>03.ScholarSearch \u7684\u786c\u6838\u8bbe\u8ba1<\/strong><\/h1>\n\n\n\n<h1 class=\"wp-block-heading\"><\/h1>\n\n\n\n<p><strong>ScholarSearch \u7684 223 \u9053\u9898\uff0c\u7cbe\u5fc3\u8bbe\u8ba1\u7528\u4e8e\u4e25\u683c\u8bc4\u4f30\u5927\u8bed\u8a00\u6a21\u578b\u5728\u5b66\u672f\u73af\u5883\u4e2d\u7684\u590d\u6742\u4fe1\u606f\u68c0\u7d22\u6280\u80fd\uff0c\u6bcf\u9053\u90fd\u7ecf\u8fc7 \u201c\u9b54\u9b3c\u7b5b\u9009\u201d\uff1a<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3.1 \u5b66\u672f\u5b9e\u7528\u6027<\/strong><\/h2>\n\n\n\n<p><strong>\u4e0e\u90a3\u4e9b\u523b\u610f\u8bbe\u8ba1\u7684 \u201c\u5201\u94bb\u9677\u9631\u9898\u201d \u4e0d\u540c\uff0cScholarSearch \u7684\u95ee\u9898\u5168\u90e8\u6e90\u81ea\u771f\u5b9e\u7814\u7a76\u573a\u666f\u3002\u5317\u4eac\u5927\u5b66\u7684\u672c\u79d1\u751f\u548c\u7814\u7a76\u751f\u4eec\u5316\u8eab \u201c\u51fa\u9898\u4eba\u201d\uff0c\u5c06\u81ea\u5df1\u79d1\u7814\u4e2d\u9047\u5230\u7684\u771f\u5b9e\u56f0\u60d1\u8f6c\u5316\u4e3a\u6d4b\u8bd5\u9898\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u5982\u8ba1\u7b97\u673a\u7cfb\u5b66\u751f\u95ee\uff1a\u201c\u5982\u4f55\u7528\u7b97\u6cd5\u5904\u7406\u591a\u5c5e\u6027\u6570\u636e\u6d41\u7684\u805a\u5408\u67e5\u8be2\uff1f\u201d\uff0c\u662f\u6e90\u81ea\u5206\u5e03\u5f0f\u7cfb\u7edf\u7814\u7a76\u4e2d\u7684\u5b9e\u9645\u74f6\u9888\uff1b<\/strong><\/p>\n\n\n\n<p><strong>\u5386\u53f2\u7cfb\u5b66\u751f\u95ee\uff1a\u201c\u738b\u9633\u660e\u2018\u8bfb\u8003\u4ead\u300a\u4e0a\u5149\u5b97\u758f\u300b\u2019\u7684\u620a\u5348\u5e74\uff0c\u5bf9\u5e94\u516c\u5386\u54ea\u4e00\u5e74\uff1f\u201d\u662f\u6765\u81ea\u53e4\u7c4d\u6574\u7406\u65f6\u7684\u771f\u5b9e\u8003\u8bc1\u9700\u6c42\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3.2 \u95ee\u9898\u9ad8\u96be\u5ea6<\/strong><\/h2>\n\n\n\n<p><strong>\u51fa\u9898\u65f6\uff0c\u56e2\u961f\u4f1a\u5148\u7528 Grok DeepSearch \u6216 Gemini Deep Research \u8fd9\u7c7b\u201c\u5b66\u9738\u7ea7 AI\u201d\u6d4b\u8bd5\uff0c\u82e5\u6a21\u578b\u80fd\u76f4\u63a5\u7b54\u51fa\u6765\uff0c\u8fd9\u9898\u5c31\u4f1a\u88ab\u6dd8\u6c70\u3002\u6700\u7ec8\u5165\u9009\u7684\u9898\uff0c\u7b54\u6848\u65e0\u6cd5\u7531\u5355\u4e00\u6a21\u578b\u76f4\u63a5\u63d0\u4f9b\uff0c\u81f3\u5c11\u9700\u8981 3 \u6b21\u6df1\u5ea6\u641c\u7d22\u624d\u80fd\u89e3\u51b3\u3002\u8bbe\u8ba1\u7684\u95ee\u9898\u4f7f\u5176\u7b54\u6848\u65e0\u6cd5\u4ece\u5355\u4e00\u641c\u7d22\u67e5\u8be2\u6216\u73b0\u6709\u5927\u8bed\u8a00\u6a21\u578b\u77e5\u8bc6\u4e2d\u76f4\u63a5\u5f97\u51fa\uff0c\u9700\u8981\u901a\u8fc7\u8fed\u4ee3\u7684\u3001\u591a\u6b21\u7684\u641c\u7d22\u6765\u89e3\u51b3\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u7528\u4e00\u9053\u7269\u7406\u9898\u6765\u4e3e\u4f8b<\/strong><strong>\uff1a<\/strong><strong>\u4e2d\u79d1\u9662\u7269\u7406\u6240\u7814\u7a76\u7684 LaNiO3\/LaFeO3 3:1 \u8d85\u6676\u683c\uff0c\u5c45\u91cc\u6e29\u5ea6\u662f\u591a\u5c11\u5f00\u5c14\u6587\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u7b54\u6848\uff1a589K\uff0c\u9700\u641c\u7d22\u201c\u4e2d\u79d1\u9662\u7269\u7406\u6240\u53d1\u8868\u7814\u7a76\u6210\u679c\uff0c\u72b6 La2NiFeO6 \u53cc\u9499\u949b\u77ff\u8584\u819c\u4e2d\u8bf1\u5bfc\u51fa\u4e86\u8fdc\u9ad8\u4e8e\u5ba4\u6e29\u7684\u94c1\u78c1\u6027\u201d\uff0c\u9605\u8bfb\u591a\u4e2a\u76f8\u5173\u7f51\u9875\u624d\u53ef\u786e\u5b9a\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5c11\u4e00\u6b65\u641c\u7d22\u90fd\u4e0d\u884c\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3.3 \u5e7f\u5ea6\u8986\u76d6<\/strong><\/h2>\n\n\n\n<p><strong>\u8ba1\u7b97\u673a\u79d1\u5b66\uff0857 \u9898\uff0c\u5360\u6bd425.56%\uff09\u3001\u6587\u5b66\uff0845 \u9898\uff0c\u5360\u6bd420.18%\uff09\u3001\u751f\u7269\u5b66\uff0835 \u9898\uff0c15.70%\uff09\u3001\u653f\u6cbb\u5b66\uff0821 \u9898\uff0c9.42%\uff09\u3001\u7ecf\u6d4e\u5b66\uff0817 \u9898\uff0c\u5360\u6bd4 7.62%\uff09&#8230; \u8fde\u4eba\u53e3\u5b66\u3001\u79d1\u5b66\u6280\u672f\u53f2\u90fd\u6709\u6d89\u53ca\uff0c<\/strong><strong>\u8de8\u8d8a 15 \u4e2a\u5b66\u79d1\uff0c\u6587\u7406\u901a\u6740\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/tibyo04EjwE2A4JXavG2OjlVeuHDAk6G1pR0lzTx1mFttENEK0ia6Ma8y8LaplCIGUQ7QLIcI2dO6WeF3x9G2qMg\/640?wx_fmt=png&amp;from=appmsg&amp;wxfrom=5&amp;wx_lazy=1&amp;tp=wxpic#imgIndex=4\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p><em>\u25b3\u56fe 2\uff1aScholarSearch \u4e2d\u7684\u5b66\u79d1\u5206\u5e03\u3002\u6bcf\u4e2a\u95ee\u9898\u6240\u5c5e\u7684\u5b66\u79d1\u5747\u7531\u95ee\u9898\u521b\u5efa\u8005\u624b\u52a8\u6807\u6ce8\u3002<\/em><\/p>\n\n\n\n<p><strong>\u8fd9\u79cd\u5206\u5e03\u4e0d\u662f\u968f\u673a\u7684\uff0c\u56e2\u961f\u523b\u610f\u9009\u62e9\u4e86\u201c\u77e5\u8bc6\u66f4\u65b0\u901f\u5ea6\u5dee\u5f02\u5927\u201d\u7684\u5b66\u79d1\u7ec4\u5408\uff1a\u65e2\u6709\u8ba1\u7b97\u673a\u79d1\u5b66\u8fd9\u79cd\u65f6\u5e38\u6709\u65b0\u7a81\u7834\u7684\u9886\u57df\uff0c\u4e5f\u6709\u6587\u5b66\u8fd9\u79cd\u201c\u6ce8\u91cd\u7ecf\u5178\u201d\u7684\u9886\u57df\uff0c\u76ee\u7684\u5c31\u662f\u6d4b\u8bd5 AI \u5728\u4e0d\u540c\u201c\u77e5\u8bc6\u65f6\u95f4\u5c3a\u5ea6\u201d\u4e0b\u7684\u68c0\u7d22\u80fd\u529b\u3002<\/strong><\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>04.\u8bc4\u6d4b\u7ed3\u679c<\/strong><\/h1>\n\n\n\n<h1 class=\"wp-block-heading\"><\/h1>\n\n\n\n<p><strong>\u7814\u7a76\u56e2\u961f\u62ff\u8fd9\u4efd\u8003\u5377\u6d4b\u8bd5\u4e86\u591a\u6b3e AI\uff0c\u7ed3\u679c\u582a\u79f0 \u201c\u5927\u578b\u7ffb\u8f66\u73b0\u573a\u201d\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/tibyo04EjwE1libFvdkeibvib0EGBrv7vOrmhmGXUibicpqKrGW3cBMBrGjKlPBiayUX2RaVbUHZWnL1ylTBPyhOofEbQ\/640?wx_fmt=png&amp;from=appmsg&amp;wxfrom=5&amp;wx_lazy=1&amp;tp=wxpic#imgIndex=5\" alt=\"\u56fe\u7247\"\/><\/figure>\n\n\n\n<p><em>\u25b3\u6a21\u578b\u51c6\u786e\u7387<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4.1 \u7eaf\u63a8\u7406\u6a21\u578b\u8868\u73b0\u60e8\u6de1<\/strong><\/h2>\n\n\n\n<p><strong>\u4f9d\u8d56\u9884\u8bad\u7ec3\u77e5\u8bc6\u548c\u63a8\u7406\u7684\u6a21\u578b\uff0c\u5176\u51c6\u786e\u6027\u5f02\u5e38\u4f4e\u3002<\/strong><strong>GPT-4.1 \u6b63\u786e\u7387<\/strong><strong>&nbsp;7.17%<\/strong><strong>\uff0cGPT-4o-mini \u4ec5&nbsp;<\/strong><strong>2.24%<\/strong><strong>\u3002\u4f5c\u4e3a\u6700\u4f73\u63a8\u7406\u6a21\u578b\u4e4b\u4e00\u7684 deepseek-r1-0528 \u4e5f\u8868\u73b0\u4e0d\u4f73\uff0c\u4ec5\u8fbe\u5230 8.52% \u7684\u51c6\u786e\u6027\uff0c\u76f8\u5f53\u4e8e\u95ed\u5377\u8003\u76f4\u63a5\u6446\u70c2\u3002\u5b66\u672f\u7814\u7a76\u67e5\u8be2\u901a\u5e38\u9700\u8981\u52a8\u6001\u7684\u3001\u4ea4\u53c9\u5f15\u7528\u7684\uff0c\u6709\u65f6\u751a\u81f3\u662f\u5b9e\u65f6\u7684\u6570\u636e\uff0c\u800c\u7eaf\u63a8\u7406\u6a21\u578b\u65e0\u6cd5\u6709\u6548\u5730\u63d0\u4f9b\u8fd9\u4e9b\u6570\u636e\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u6bd4\u5982\u7ecf\u6d4e<\/strong><strong>\u5b66\u9898\u76ee<\/strong><strong>\uff1a\u4e2d\u56fd\u7684\u4f1a\u8ba1\u51c6\u5219\u6bcf\u5e74\u90fd\u4f1a\u4fee\u8ba2\u3002\u76f8\u6bd4\u4e8e 2023 \u5e74\u7684\u4f1a\u8ba1\u51c6\u5219\uff0c2024 \u5e74\u7684\u4f1a\u8ba1\u51c6\u5219\u5728\u300a\u4f01\u4e1a\u4f1a\u8ba1\u51c6\u5219\u7b2c 22 \u53f7\u2014\u2014\u91d1\u878d\u5de5\u5177\u786e\u8ba4\u548c\u8ba1\u91cf\u300b\u4e2d\uff0c \u5bf9\u4e8e\u4ee5\u644a\u4f59\u6210\u672c\u8ba1\u91cf\u7684\u91d1\u878d\u8d44\u4ea7\u540e\u7eed\u8ba1\u91cf\u90e8\u5206\u8fdb\u884c\u4fee\u8ba2\u65f6\uff0c\u5bf9\u8ba1\u63d0\u5229\u606f\u7684\u4f1a\u8ba1\u51c6\u5219\u8fdb\u884c\u4e86\u600e\u6837\u7684\u76f4\u63a5\u53d8\u66f4\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u7b54\u6848\uff1a\u201c\u5e94\u6536\u5229\u606f\u548c\u5e94\u4ed8\u5229\u606f\u201d\u79d1\u76ee\u6539\u4e3a\u201c\u503a\u6743\u6295\u8d44 &#8211; \u5e94\u8ba1\u5229\u606f\u201d\u3002\u8003\u7684\u662f\u6700\u65b0\u4fee\u8ba2\u5185\u5bb9\uff0c2023 \u5e74\u8bad\u7ec3\u7684 AI \u6ce8\u5b9a\u4e00\u8138\u61f5\u3002\u8fd9\u7c7b\u4fe1\u606f\u65e2\u4e0d\u5728\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u91cc\uff0c\u4e5f\u65e0\u6cd5\u901a\u8fc7\u63a8\u7406\u201c\u731c\u201d\u51fa\u6765 \u2014\u2014 \u5fc5\u987b\u53bb\u67e5 2024 \u5e74\u53d1\u5e03\u7684\u4fee\u8ba2\u6587\u4ef6\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4.2 \u641c\u7d22\u529f\u80fd\u5bf9\u5b66\u672f\u68c0\u7d22\u81f3\u5173\u91cd\u8981<\/strong><\/h2>\n\n\n\n<p><strong>\u5404\u6a21\u578b\u7efc\u5408\u51c6\u786e\u7387\u5dee\u5f02\u663e\u8457\uff0c\u5177\u5907\u641c\u7d22\u529f\u80fd\u7684\u6a21\u578b\u7efc\u5408\u51c6\u786e\u7565\u8fdc\u9ad8\u4e8e\u5176\u4ed6\u6a21\u578b\u3002<\/strong><strong>GPT-4o-search-preview \u641c\u7d22\u7248\u51c6\u786e\u7387 18.83%\uff0c\u8fdc\u9ad8\u4e8e\u65e0\u641c\u7d22\u80fd\u529b\u7684 gpt-4.1\uff08\u51c6\u786e\u73877.17%\uff09\uff0c\u6bd4\u95ed\u5377\u65f6\u7ffb\u4e86\u8fd1 3 \u500d\u3002gpt-4o-mini-search-preview \u7684\u51c6\u786e\u6027\u4e3a 10.31%\uff0c\u5176\u6ca1\u6709\u6d4f\u89c8\u529f\u80fd\u7684\u53d8\u4f53 gpt-4o-mini \uff08\u51c6\u786e\u7387\u4e3a2.24%\uff09\u7684\u56db\u500d\u591a\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u5177\u5907\u641c\u7d22\u80fd\u529b\u7684\u6a21\u578b gemini-2.5-pro-deep-research \u7684\u6b63\u786e\u7387\u8fbe\u5230\u4e8639.46%<\/strong><strong>\uff0c\u5728\u4f17\u591a\u6a21\u578b\u4e2d\u8868\u73b0\u6700\u4f73\uff0c\u4f46\u5373\u4f7f\u6700\u597d\u7684\u652f\u6301\u641c\u7d22\u7684\u6a21\u578b\u4e5f\u4ecd\u7136\u6ca1\u6709\u5b8c\u5168\u5177\u5907\u6709\u6548\u5904\u7406\u5b66\u672f\u7814\u7a76\u67e5\u8be2\u590d\u6742\u6027\u7684\u80fd\u529b\uff0c\u79bb\u201c\u5408\u683c\u7814\u7a76\u5458\u201d\u8fd8\u5dee\u5f97\u8fdc\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4.3 \u6587\u7406\u504f\u79d1\u660e\u663e<\/strong><\/h2>\n\n\n\n<p><strong>\u6ca1\u641c\u7d22\u529f\u80fd\u7684\u6a21\u578b\u4e2d\uff0c\u793e\u79d1\u4eba\u6587\u9898\u6b63\u786e\u7387\u6bd4\u7406\u5de5\u79d1\u9ad8\u4e0d\u5c11 \u2014\u2014 \u8fd9\u53ef\u80fd\u8868\u660e\u4eba\u6587\u793e\u79d1\u6587\u672c\u5728\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u8bed\u6599\u4e2d\u5360\u6bd4\u8f83\u9ad8\uff0c\u4e5f\u53ef\u80fd\u4e0e\u5176\u4e2d\u4e00\u4e9b\u9886\u57df\u77e5\u8bc6\u7684\u66f4\u65b0\u901f\u5ea6\u8f83\u6162\u6709\u5173\uff0cAI \u201c\u8001\u9ec4\u5386\u201d\u8fd8\u80fd\u5e94\u4ed8\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u4f46\u5728\u5177\u6709\u641c\u7d22\u80fd\u529b\u7684\u6a21\u578b\u4e2d\uff0c\u7406\u5de5\u79d1\u95ee\u9898\u7684\u51c6\u786e\u7387\u4e0e\u793e\u79d1\u4eba\u6587\u95ee\u9898\u7684\u51c6\u786e\u7387\u76f8\u5bf9\u63a5\u8fd1\uff0c\u6587\u7406\u6b63\u786e\u7387\u5dee\u8ddd\u7f29\u5c0f\uff0c\u8bf4\u660e\u5b9e\u65f6\u641c\u7d22\u80fd\u5e2e AI \u8865\u5145\u4e00\u5b9a\u7684\u201c\u65b0\u77e5\u8bc6\u70b9\u201d\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4.4 \u80fd\u529b\u652f\u6301\u4e0e\u6027\u80fd\u7684\u5173\u8054<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u540c\u65f6\u652f\u6301\u63a8\u7406 + \u6d4f\u89c8\u7684\u6a21\u578b\uff1a<\/strong><strong>gemini-2.5-pro-deep-research\u3001grok3-deep-search\u3002\u5176\u4e2dgemini-2.5-pro-deep-research\u7efc\u5408\u6027\u80fd\u8fdc\u8d85grok3-deep-search\uff0839.46% vs 6.28%\uff09\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u4ec5\u652f\u6301\u6d4f\u89c8\u7684\u6a21\u578b\uff1a<\/strong><strong>gpt-4o-search-preview\u3001gpt-4o-mini-search-preview\uff0c\u8fd9\u7c7b\u6a21\u578b\u7efc\u5408\u51c6\u786e\u7387 10%~19%\uff0c\u5904\u4e8e\u4e2d\u4e0a\u6e38\u6c34\u5e73\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u4ec5\u652f\u6301\u63a8\u7406\u7684\u6a21\u578b\uff1a<\/strong><strong>deepseek-r1-0528\u3001gemini-2.5-pro\u3001gemini-2.5-flash\uff0c\u7efc\u5408\u51c6\u786e\u7387\u5728 3%~9% \u533a\u95f4\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u5747\u4e0d\u652f\u6301\u63a8\u7406 + \u6d4f\u89c8\u7684\u6a21\u578b\uff1a<\/strong><strong>gpt-4.1\u3001kimi-k2\u3001deepseek-v3-0324 \u7b49\uff0c\u8fd9\u7c7b\u6a21\u578b\u7efc\u5408\u51c6\u786e\u7387\u4f4d\u4e8e 2%~8%\uff0c\u666e\u904d\u8f83\u4f4e\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>05.\u603b\u7ed3<\/strong><\/h1>\n\n\n\n<p><strong>\u770b\u5230 AI \u5728 ScholarSearch \u91cc\u8868\u73b0\u62c9\u80ef\uff0c\u4f60\u53ef\u80fd\u4f1a\u89c9\u5f97 \u201cAI \u4e5f\u4e0d\u8fc7\u5982\u6b64\u201d\u3002\u4f46\u6362\u4e2a\u89d2\u5ea6\u60f3\uff1a\u6b63\u56e0\u4e3a\u6709\u4e86\u8fd9\u6837\u4e25\u82db\u7684\u57fa\u51c6\uff0cAI \u7684\u8fdb\u6b65\u624d\u6709\u4e86\u660e\u786e\u65b9\u5411\u3002\u6216\u8bb8 AI \u8003\u5f97\u5dee\uff0c\u53cd\u800c\u662f\u597d\u4e8b\u3002<\/strong><\/p>\n\n\n\n<p><strong>ScholarSearch \u7684\u610f\u4e49\uff0c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u96be\u4f4f AI\u201d\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u8def\u6807\uff0c\u544a\u8bc9\u6211\u4eec AI \u8981\u6210\u4e3a\u771f\u6b63\u7684\u201c\u5b66\u672f\u52a9\u624b\u201d\uff0c\u4e0b\u4e00\u6b65\u8be5\u5f80\u54ea\u8d70\uff1a\u4e00\u4e2a\u771f\u6b63\u7684\u7814\u7a76\u6a21\u578b\u5fc5\u987b\u8d85\u8d8a\u7b80\u5355\u7684\u4fe1\u606f\u68c0\u7d22\uff0c\u8fd8\u9700\u8981\u6574\u5408\u590d\u6742\u7684\u7efc\u5408\u6280\u672f\u3001\u4e0a\u4e0b\u6587\u7406\u89e3\u4ee5\u53ca\u786e\u4fdd\u7b54\u6848\u51c6\u786e\u6027\u7684\u673a\u5236\u3002<\/strong><\/p>\n\n\n\n<p><strong>ScholarSearch \u7ed9 AI \u7684\u201c\u5b66\u672f\u80fd\u529b\u201d\u7acb\u4e86\u4e00\u628a\u5c3a\u5b50\u3002\u4e5f\u8bb8\u518d\u8fc7 3 \u5e74\uff0c\u5f53\u6211\u4eec\u518d\u7528\u8fd9\u4efd\u8003\u5377\u6d4b\u8bd5 AI \u65f6\uff0c\u5b83\u80fd\u50cf\u4f18\u79c0\u7814\u7a76\u5458\u4e00\u6837\uff0c\u4ece\u5bb9\u5730\u8ffd\u6587\u732e\u3001\u7406\u903b\u8f91\u3001\u8fa8\u6765\u6e90 \u2014\u2014 \u5230\u90a3\u65f6\uff0c\u4f60\u71ac\u591c\u67e5\u8d44\u6599\u7684\u65e5\u5b50\uff0c\u53ef\u80fd\u771f\u7684\u4f1a\u5c11\u5f88\u591a\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eec\u603b\u89c9\u5f97 AI \u795e\u901a\u5e7f\u5927\uff1aGPT-4 \u80fd\u89e3\u9ad8\u6570\u9898\uff0cGemini \u80fd\u5199\u4ee3\u7801\uff0c\u751a\u81f3\u6709\u4e9bAgent\u53f7\u79f0\u80fd\u591f\u5e2e\u52a9\u4eba\u7c7b\u71ac [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":74,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-73","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-8"],"_links":{"self":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/73","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/comments?post=73"}],"version-history":[{"count":2,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/73\/revisions"}],"predecessor-version":[{"id":114,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/73\/revisions\/114"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/media\/74"}],"wp:attachment":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/media?parent=73"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/categories?post=73"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/tags?post=73"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}