{"id":35807,"date":"2025-01-01T04:00:25","date_gmt":"2024-12-31T20:00:25","guid":{"rendered":"https:\/\/17aitech.com\/?p=35807"},"modified":"2025-01-01T04:00:25","modified_gmt":"2024-12-31T20:00:25","slug":"%e6%96%b0%e3%80%8cai%e7%a7%91%e5%ad%a6%e5%ae%b6%e3%80%8d%ef%bc%9fmit%e6%95%b4%e5%90%88%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%8c%e5%ae%9e%e7%8e%b0%e6%9d%90%e6%96%99%e7%a7%91%e5%ad%a6%e7%a0%94","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35807","title":{"rendered":"\u65b0\u300cAI\u79d1\u5b66\u5bb6\u300d\uff1fMIT\u6574\u5408\u591a\u667a\u80fd\u4f53\uff0c\u5b9e\u73b0\u6750\u6599\u79d1\u5b66\u7814\u7a76\u81ea\u52a8\u5316"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-27-10\" target=\"_blank\">\u65b0\u300cAI\u79d1\u5b66\u5bb6\u300d\uff1fMIT\u6574\u5408\u591a\u667a\u80fd\u4f53\uff0c\u5b9e\u73b0\u6750\u6599\u79d1\u5b66\u7814\u7a76\u81ea\u52a8\u5316<\/a><\/p>\n<p>\u7f16\u8f91 | \u841d\u535c\u76ae<\/p>\n<p><mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\uff08AI\uff09\u7684\u4e00\u4e2a\u5173\u952e\u6311\u6218\u662f\uff1a\u5982\u4f55\u521b\u5efa\u80fd\u591f\u901a\u8fc7\u300c\u63a2\u7d22\u65b0\u9886\u57df\u300d\u3001\u300c\u8bc6\u522b\u590d\u6742\u6a21\u5f0f\u300d\u548c\u300c\u63ed\u793a\u6d77\u91cf\u79d1\u5b66\u6570\u636e\u4e2d\u9690\u85cf\u7684\u8054\u7cfb\u300d\u6765\u81ea\u4e3b\u63a8\u8fdb\u79d1\u5b66\u7406\u89e3\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u5728\u6700\u8fd1\u7684\u5de5\u4f5c\u4e2d\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08Massachusetts Institute of Technology\uff09\u539f\u5b50\u4e0e\u5206\u5b50\u529b\u5b66\u5b9e\u9a8c\u5ba4\uff08LAMM\uff09\u7684\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86 SciAgents\uff0c\u4e00\u79cd\u53ef\u4ee5\u6574\u5408\u5229\u7528\u4e09\u4e2a\u6838\u5fc3\u6982\u5ff5\u7684\u65b9\u6cd5\uff1a<\/p>\n<p>\uff081\uff09\u4f7f\u7528\u5927\u89c4\u6a21<mark data-type=\"concepts\" data-id=\"6073317b-1aa8-421c-ba0b-d73b5e5fcc4b\">\u672c\u4f53<\/mark><mark data-type=\"tech_methods\" data-id=\"6e896233-3f15-47a4-9b2e-479d7cc5478b\">\u77e5\u8bc6\u56fe\u8c31<\/mark>\u6765\u7ec4\u7ec7\u548c\u4e92\u8fde\u4e0d\u540c\u7684\u79d1\u5b66\u6982\u5ff5\uff1b<\/p>\n<p>\uff082\uff09\u4e00\u5957\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLM\uff09\u548c\u6570\u636e\u68c0\u7d22\u5de5\u5177\uff1b<\/p>\n<p>\uff083\uff09\u5177\u6709\u73b0\u573a\u5b66\u4e60\u80fd\u529b\u7684\u591a\u667a\u80fd\u4f53\uff08agent\uff09\u7cfb\u7edf\u3002<\/p>\n<p>SciAgents \u5e94\u7528\u4e8e\u751f\u7269\u542f\u53d1\u6750\u6599\uff0c\u63ed\u793a\u4e86\u8bb8\u591a\u770b\u4f3c\u4e0d\u76f8\u5173\u7684\u9690\u85cf\u7684\u8de8\u5b66\u79d1\u5173\u7cfb\uff0c\u5b9e\u73b0\u4e86\u8d85\u8d8a\u4f20\u7edf\u4eba\u7c7b\u9a71\u52a8\u7814\u7a76\u65b9\u6cd5\u7684\u89c4\u6a21\u3001\u7cbe\u786e\u5ea6\u548c\u63a2\u7d22\u80fd\u529b\u3002<\/p>\n<p>\u300cSciAgents \u53ef\u7528\u4f5c\u81ea\u4e3b\u6216\u534f\u4f5c\u5de5\u5177\u6765\u534f\u52a9\u4eba\u7c7b\u7814\u7a76\u4eba\u5458\u3002\u8be5\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u5f3a\u5927\u7684\u65b9\u6cd5\u6765\u5904\u7406\u5927\u91cf\u6570\u636e\uff0c\u4e3a\u63a2\u7d22\u81ea\u7136\u542f\u53d1\u7684\u8bbe\u8ba1\u6216\u610f\u60f3\u4e0d\u5230\u7684\u6750\u6599\u7279\u6027\u63d0\u4f9b\u4e86\u521b\u65b0\u9014\u5f84\u3002\u300d\u8bba\u6587\u901a\u8baf\u4f5c\u8005\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u5de5\u7a0b\u5b66\u6559\u6388 Markus J. 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data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u9a71\u52a8\u7684\u6d1e\u5bdf\u529b\u5728\u5404\u4e2a\u5b66\u79d1\u9886\u57df\u5177\u6709\u66f4\u5e7f\u6cdb\u7684\u9002\u7528\u6027\u3002\u8fd9\u4e2a\u9879\u76ee\u4f7f\u6211\u4eec\u80fd\u591f\u63d0\u9ad8\u7814\u7a76\u4eba\u5458\u7684\u80fd\u529b\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u63a2\u7d22\u66f4\u5927\u7684\u6570\u636e\u96c6\u5e76\u63d0\u51fa\u57fa\u4e8e\u5e9e\u5927\u3001\u4e92\u8054\u7684\u77e5\u8bc6\u7f51\u7edc\u7684\u5047\u8bbe\u3002\u300d\u4ed6\u8865\u5145\u9053\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u4ee5\u300c<em>SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2024 \u5e74 9 \u6708 9 \u65e5\u53d1\u5e03\u5728<em>\u00a0arXiv\u00a0<\/em>\u9884\u5370\u5e73\u53f0\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-7fb774671f577df94377608d04b78248.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-7fb774671f577df94377608d04b78248.png\"><\/a><\/p>\n<p>\u4f20\u7edf\u79d1\u5b66\u7814\u7a76\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u7814\u7a76\u8005\u7684\u521b\u9020\u529b\u548c\u80cc\u666f\u77e5\u8bc6\uff0c\u4f46\u9762\u4e34\u7740\u5e9e\u5927\u6570\u636e\u91cf\u548c\u8de8\u5b66\u79d1\u6574\u5408\u7684\u6311\u6218\u3002AI \u6280\u672f\uff0c\u5c24\u5176\u662f LLMs\uff0c\u80fd\u591f\u5206\u6790\u548c\u7efc\u5408\u5927\u91cf\u6570\u636e\uff0c\u63ed\u793a\u4eba\u7c7b\u96be\u4ee5\u53d1\u73b0\u7684\u6a21\u5f0f\uff0c\u4ece\u800c\u52a0\u901f\u79d1\u5b66\u53d1\u73b0\u3002<\/p>\n<p>\u7136\u800c\uff0cLLMs 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-12ed0d36b34f4fb562397c29675542d0.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u591a\u667a\u80fd\u4f53\u56fe\u7cfb\u7edf\u7cfb\u7edf\u6982\u8ff0\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p><strong>\u4e24\u79cd\u7b56\u7565<\/strong><\/p>\n<p>\u8be5\u7814\u7a76\u4f7f\u7528\u4e86\u4e24\u79cd\u751f\u6210\u65b0\u79d1\u5b66\u5047\u8bbe\u7684\u7b56\u7565\uff0c\u5747\u5229\u7528\u56e2\u961f\u667a\u80fd\uff0c\u7cfb\u7edf\u6027\u5730\u63a2\u7d22\u672a\u5f00\u53d1\u7684\u7814\u7a76\u9886\u57df\u3002<\/p>\n<p>\u7b2c\u4e00\u79cd\u7b56\u7565\u4e3a\u9884\u7f16\u7a0b\u4ea4\u4e92\uff0c\u667a\u80fd\u4f53\u4e4b\u95f4\u6309\u7167\u9884\u5b9a\u4efb\u52a1\u987a\u5e8f\u8fdb\u884c\u4e92\u52a8\uff0c\u4ece\u800c\u786e\u4fdd\u5047\u8bbe\u751f\u6210\u7684\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<p>\u7b2c\u4e8c\u79cd\u7b56\u7565\u91c7\u7528\u5b8c\u5168\u81ea\u52a8\u5316\u7684\u667a\u80fd\u4f53\u4ea4\u4e92\uff0c\u6ca1\u6709\u9884\u8bbe\u7684\u4ea4\u4e92\u987a\u5e8f\uff0c\u4f7f\u5176\u80fd\u591f\u7075\u6d3b\u9002\u5e94\u7814\u7a76\u8fc7\u7a0b\u4e2d\u7684\u53d8\u5316\uff0c\u5e76\u5141\u8bb8\u4eba\u7c7b\u4e13\u5bb6\u5728\u4e0d\u540c\u9636\u6bb5\u8fdb\u884c\u5e72\u9884\uff0c\u4ee5\u4f18\u5316\u5047\u8bbe\u7684\u8d28\u91cf\u548c\u76f8\u5173\u6027\u3002<\/p>\n<p><strong>\u5e94\u7528\u4e8e\u4eff\u751f\u6750\u6599<\/strong><\/p>\n<p>\u7814\u7a76\u4eba\u5458\u5c06\u8be5\u6a21\u578b\u5e94\u7528\u4e8e\u4eff\u751f\u6750\u6599\u9886\u57df\u3002\u7ed3\u679c\u8868\u660e\uff0c\u5c06 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href=\"https:\/\/mp.weixin.qq.com\/s\/rR2bRS2VMqzEPCYiyS9vEA\" rel=\"noopener noreferrer\" target=\"_blank\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ebcdb08a75e14ccfdca8b2fcd689ddba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ebcdb08a75e14ccfdca8b2fcd689ddba.png\"><\/a><\/a><\/p>\n<section>\u89c6\u9891\uff1aSciAgents \u4ecb\u7ecd\u3002\uff08\u6765\u6e90\uff1aX\uff09<\/section>\n<p>\u89c6\u9891\u94fe\u63a5\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s\/rR2bRS2VMqzEPCYiyS9vEA\">https:\/\/mp.weixin.qq.com\/s\/rR2bRS2VMqzEPCYiyS9vEA<\/a><\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u4e3b\u8981\u8d21\u732e\u4e4b\u4e00\u662f\u5c55\u793a\u4e86<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u5982\u4f55\u81ea\u4e3b\u751f\u6210\u3001\u6279\u5224\u548c\u6539\u8fdb\u79d1\u5b66\u5047\u8bbe\uff0c\u4e3a\u4f20\u7edf\u7814\u7a76\u65b9\u6cd5\u63d0\u4f9b\u4e86\u4e00\u79cd\u53ef\u6269\u5c55\u4e14\u6709\u6548\u7684\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n<p>\u901a\u8fc7\u6574\u5408\u5de5\u5177\u6765\u8bc4\u4f30\u4e0e\u73b0\u6709\u6587\u732e\u7684\u65b0\u9896\u6027\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u6240\u751f\u6210\u5047\u8bbe\u7684\u6709\u6548\u6027\uff0c\u786e\u4fdd\u7cfb\u7edf\u4e0d\u4ec5\u80fd\u4ea7\u751f\u521b\u65b0\u7684\u60f3\u6cd5\uff0c\u800c\u4e14\u8fd8\u80fd\u6d88\u9664\u5148\u524d\u7814\u7a76\u7684\u5197\u4f59\u3002<\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<em>https:\/\/arxiv.org\/abs\/2409.05556<\/em><\/p>\n<p>\u76f8\u5173\u5185\u5bb9\uff1a<em>https:\/\/x.com\/ProfBuehlerMIT\/status\/1837470474344767793<\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-27-10\" target=\"_blank\">\u65b0\u300cAI\u79d1\u5b66\u5bb6\u300d\uff1fMIT\u6574\u5408\u591a\u667a\u80fd\u4f53\uff0c\u5b9e\u73b0\u6750\u6599\u79d1\u5b66\u7814\u7a76\u81ea\u52a8\u5316<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u65b0\u300cAI\u79d1\u5b66\u5bb6\u300d\uff1fMI [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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