{"id":61542,"date":"2025-07-02T17:05:09","date_gmt":"2025-07-02T09:05:09","guid":{"rendered":"https:\/\/swarma.org\/?p=61542"},"modified":"2025-07-02T17:05:09","modified_gmt":"2025-07-02T09:05:09","slug":"%e7%a7%91%e5%ad%a6%e5%8f%91%e7%8e%b0%e7%9a%84%e8%a7%84%e6%a8%a1%e6%b3%95%e5%88%99%ef%bc%9a%e8%87%aa%e4%b8%bb%e9%80%9a%e7%94%a8%e7%a7%91%e5%ad%a6%e5%ae%b6%e5%b0%86%e7%aa%81%e7%a0%b4%e7%a7%91%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=61542","title":{"rendered":"\u79d1\u5b66\u53d1\u73b0\u7684\u89c4\u6a21\u6cd5\u5219\uff1a\u81ea\u4e3b\u901a\u7528\u79d1\u5b66\u5bb6\u5c06\u7a81\u7834\u79d1\u5b66\u6781\u9650"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\">\n<section>\n<section style=\"text-align: right\">\n<section data-mpa-powered-by=\"yiban.io\" style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\" data-pm-slice=\"0 0 []\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px;vertical-align: top\">\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"text-align: center\"><img class=\"rich_pages wxw-img\" data-backh=\"384\" data-backw=\"578\" data-galleryid=\"78082076628279296\" data-gallerysupplier=\"1\" data-imgfileid=\"100231579\" data-ratio=\"0.6648936170212766\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"940\" style=\"width: 100%;height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-911f9a401dbb26234edf3987317b27d0.jpeg\" \/><\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px 3px 0px 0px;max-width: 100%;float: left;line-height: 1\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: left\">\n<section style=\"margin: 0px;padding: 0px 0px 0px 10px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: justify;font-size: 16px;line-height: 1.5\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>\u5bfc\u8bed<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 4px;max-width: 100%;clear: right;min-height: 4.5em !important\">\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u4eba\u7c7b\u77e5\u8bc6\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u7206\u70b8\uff0c\u79d1\u5b66\u667a\u80fd\u3001\u5c24\u5176\u662fAI\u79d1\u5b66\u5bb6\u7684\u53d1\u5c55\u6b63\u5728\u8fc5\u901f\u6539\u53d8\u4eba\u7c7b\u79d1\u7814\u8303\u5f0f\u548c\u7248\u56fe\u3002\u5728\u8fd9\u573a\u79d1\u5b66\u7814\u7a76\u9769\u547d\u7684\u524d\u591c\uff0c\u4e00\u7fa4\u6765\u81ea\u591a\u4f26\u591a\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u3001\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u7b49\u9876\u5c16\u673a\u6784\u7684\u7814\u7a76\u8005\u4eec\uff0c\u53d1\u8868\u4e86\u4e00\u7bc7\u5bcc\u6709\u8fdc\u89c1\u7684\u8bba\u6587\u300aScaling Laws in Scientific Discovery with AI and Robot Scientists\u300b\uff0c\u6307\u51fa\u4e00\u4e2a\u7531\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u5177\u8eab\u673a\u5668\u4eba\uff08Embodied robotics\uff09\u9a71\u52a8\u7684\u201c\u81ea\u4e3b\u901a\u7528\u79d1\u5b66\u5bb6\u201d\uff08Autonomous Generalist Scientist\uff0cAGS\uff09\uff0c\u5c06\u6709\u671b\u6253\u7834\u79d1\u5b66\u7684\u5b66\u79d1\u754c\u9650\uff0c\u81ea\u52a8\u5316\u6574\u4e2a\u79d1\u7814\u751f\u547d\u5468\u671f\uff0c\u4ece\u6587\u732e\u6d77\u6d0b\u4e2d\u62ab\u6c99\u62e3\u91d1\uff0c\u5230\u5927\u80c6\u63d0\u51fa\u5047\u8bf4\uff0c\u518d\u5230\u8bbe\u8ba1\u5e76\u6267\u884c\u590d\u6742\u7684\u865a\u62df\u4e0e\u7269\u7406\u5b9e\u9a8c\uff0c\u4e43\u81f3\u6700\u7ec8\u64b0\u5199\u5177\u6709\u98a0\u8986\u6027\u6210\u679c\u7684\u5b66\u672f\u8bba\u6587\u3002\u8fd9\u9884\u793a\u7740\uff0c\u5f53\u524d\u4eba\u7c7b\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u89c4\u6a21\u6cd5\u5219\u201d\uff08Scaling Laws\uff09\uff0c\u6216\u8bb8\u5c06\u56e0\u8fd9\u4e9b\u4e0d\u77e5\u75b2\u5026\u3001\u80fd\u529b\u8d85\u7fa4\u7684Al\u81ea\u4e3b\u7cfb\u7edf\u7684\u52a0\u5165\u800c\u88ab\u5f7b\u5e95\u6539\u5199\u3002<\/span><\/span><\/strong><\/p>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;line-height: 0\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;width: 677px !important;height: auto !important\" data-fileid=\"100098753\" data-imgfileid=\"100227057\" src=\"\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u5341\u4e09\u7ef4<span style=\"font-weight: bold\">\u4e28\u4f5c\u8005<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><img class=\"rich_pages wxw-img\" style=\"height: auto !important\" \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.27685185185185185\" data-type=\"png\" data-w=\"1080\" style=\"height: auto !important\" data-width=\"1460\" data-height=\"404\" data-imgfileid=\"100231564\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-8e6ee13ee7d0efca529400788b3ccbb5.png\" \/><\/section>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u9898\u76ee\uff1aScaling Laws in Scientific Discovery with AI and Robot Scientists<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2503.22444<\/span><\/span><\/p>\n<\/blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4e00\u3001\u79d1\u5b66\u7814\u7a76\u7684\u6f14\u53d8\uff1a\u4ece\u4eba\u7c7b\u5230\u81ea\u4e3b\u7cfb\u7edf<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4eba\u7c7b\u6587\u660e\u53f2\u4e0a\uff0c\u79d1\u6280\u53d1\u5c55\u4e00\u76f4\u662f\u63a8\u52a8\u793e\u4f1a\u8fdb\u6b65\u7684\u6838\u5fc3\u529b\u91cf\uff0c\u6df1\u5316\u6211\u4eec\u5bf9\u81ea\u7136\u4e16\u754c\u7684\u7406\u89e3\uff0c\u63a8\u52a8\u6280\u672f\u521b\u65b0\uff0c\u89e3\u51b3\u590d\u6742\u95ee\u9898\uff0c\u6539\u5584\u793e\u4f1a\u798f\u7949\u3002\u7136\u800c\uff0c\u4f20\u7edf\u7814\u7a76\u65b9\u6cd5\u5b58\u5728\u56fa\u6709\u7684\u590d\u6742\u6027\u548c\u65b9\u6cd5\u5b66\u5c40\u9650\u6027\uff0c\u5e38\u5e38\u963b\u788d\u79d1\u5b66\u5feb\u901f\u8fdb\u6b65\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f8b\u5982\uff0c\u4e00\u4f4d\u79d1\u5b66\u5bb6\u7a77\u5176\u4e00\u751f\u53ef\u80fd\u4e5f\u53ea\u80fd\u6df1\u5165\u94bb\u7814\u67d0\u4e9b\u7ec6\u5206\u9886\u57df\u3002\u800c\u89e3\u51b3\u5f53\u4eca\u4e16\u754c\u5982\u6c14\u5019\u53d8\u5316\u3001\u75be\u75c5\u9632\u6cbb\u7b49\u590d\u6742\u95ee\u9898\uff0c\u5f80\u5f80\u9700\u8981\u8de8\u8d8a\u591a\u4e2a\u5b66\u79d1\u7684\u77e5\u8bc6\u878d\u5408\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684AI\u79d1\u5b66\u5bb6\u5219\u5728\u6d77\u91cf\u6570\u636e\u4e0a\u8bad\u7ec3\uff0c\u638c\u63e1\u4e86\u8de8\u5b66\u79d1\u751f\u6210\u548c\u7406\u89e3\u6587\u672c\u3001\u591a\u6a21\u6001\u4fe1\u606f\u7684\u80fd\u529b\uff0c\u5728\u4fe1\u606f\u7efc\u5408\u3001\u601d\u60f3\u4ea7\u751f\u3001\u7f16\u7801\u4e43\u81f3\u5b66\u672f\u5199\u4f5c\u7b49\u65b9\u9762\u5df2\u5c55\u73b0\u51fa\u8d85\u8d8a\u4eba\u7c7b\u7684\u60ca\u4eba\u6f5c\u529b\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><span>\u5c3d\u7ba1\u5982\u6b64\uff0c\u5f53\u524d\u4eba\u5de5\u667a\u80fd\u5728\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u5e94\u7528\u4e3b\u8981\u96c6\u4e2d\u4e8e\u6570\u636e\u5206\u6790\u3001\u6a21\u578b\u6784\u5efa\u3001\u6587\u732e\u7efc\u8ff0\u7b49\u865a\u62df\u7a7a\u95f4\u7684\u4efb\u52a1\u3002\u5728\u8bf8\u5982\u836f\u7269\u8bbe\u8ba1\u3001\u5316\u5408\u7269\u7b5b\u9009\u7b49\u9886\u57df\uff0cAI\u5df2\u7ecf\u6210\u4e3a\u5f3a\u6709\u529b\u7684\u8f85\u52a9\u5de5\u5177\u3002\u7136\u800c\uff0c\u79d1\u5b66\u7814\u7a76\u7684\u5168\u6d41\u7a0b\u4e0d\u4ec5\u5305\u62ec\u7406\u8bba\u63a8\u6f14\u548c\u6570\u636e\u5904\u7406\uff0c\u8fd8\u6d89\u53ca\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u8bbe\u5907\u64cd\u4f5c\u3001\u6837\u672c\u5904\u7406\u7b49\u7269\u7406\u4e16\u754c\u7684\u590d\u6742\u73af\u8282\u3002\u5982\u4f55\u8ba9AI\u7cfb\u7edf\u8fdb\u4e00\u6b65\u53c2\u4e0e\u5230\u8fd9\u4e9b\u5b9e\u9645\u64cd\u4f5c\u4e2d\uff0c\u6210\u4e3a\u63a8\u52a8\u79d1\u5b66\u521b\u65b0\u7684\u65b0\u8bfe\u9898\u3002\u4e3a\u6b64\uff0c\u672c\u6587\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u201c\u81ea\u4e3b\u901a\u7528\u79d1\u5b66\u5bb6\u201d<\/span><span>\uff08AGS\uff09<\/span><span>\u7684\u8bbe\u60f3\u3002AGS\u65e8\u5728\u6253\u9020\u4e00\u4e2a\u80fd\u591f\u8de8\u5b66\u79d1\u81ea\u4e3b\u7ba1\u7406\u79d1\u5b66\u7814\u7a76\u5168\u8fc7\u7a0b\u3001\u517c\u5177\u865a\u62df\u4e0e\u7269\u7406\u64cd\u4f5c\u80fd\u529b\u7684\u7cfb\u7edf\uff0c\u63d0\u51fa\u4e86\u79d1\u5b66\u7814\u7a76\u6f14\u8fdb\u7684\u4e09\u4e2a\u9636\u6bb5\uff1a<\/span><\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u4eba\u7c7b\u79d1\u5b66\u5bb6\u9636\u6bb5\uff08Human\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5b8c\u5168\u4f9d\u9760\u4eba\u7c7b\u7814\u7a76\u8005\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>AI\u4e0e\u673a\u5668\u4eba\u534f\u4f5c\u9636\u6bb5\uff08Co-scientists\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u4eba\u7c7b\u4e0eAI\u3001\u673a\u5668\u4eba\u5171\u540c\u5f00\u5c55\u7814\u7a76\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u81ea\u4e3b\u901a\u7528\u79d1\u5b66\u5bb6\u9636\u6bb5\uff08AGS\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u667a\u80fd\u7cfb\u7edf\u5b8c\u5168\u81ea\u4e3b\u5730\u8fdb\u884c\u79d1\u5b66\u7814\u7a76\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5666666666666667\" data-type=\"jpeg\" data-w=\"1080\" style=\"height: auto !important\" data-width=\"2401\" data-height=\"1361\" data-imgfileid=\"100231566\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-cc128960a1d81b9357c27da3915c298b.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mchqk620xeg\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe1 \u5c55\u793a\u79d1\u5b66\u53d1\u73b0\u7684\u89c4\u6a21\u6cd5\u5219\uff0c\u5373\u79d1\u7814\u89c4\u6a21\u8d8a\u5927\uff0c\u4ea7\u51fa\u7684\u79d1\u5b66\u77e5\u8bc6\u8d8a\u591a\uff0c\u5728\u4e0d\u540c\u9636\u6bb5\uff0c\u4e24\u8005\u4e4b\u95f4\u6709\u4e0d\u540c\u7684\u589e\u957f\u89c4\u5f8b\u3002\u6a2a\u8f74\u8868\u793a\u79d1\u5b66\u5bb6\u6570\u91cf\u6216\u79d1\u7814\u65f6\u95f4\uff08\u4ee3\u8868\u89c4\u6a21\uff09\uff0c\u7eb5\u8f74\u8868\u793a\u79d1\u5b66\u77e5\u8bc6\u603b\u91cf\uff08\u4ee3\u8868\u4ea7\u51fa\uff09\u3002<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u79cd\u6f14\u53d8\u4e0d\u4ec5\u4ec5\u662f\u7814\u7a76\u65b9\u5f0f\u7684\u6539\u53d8\uff0c\u66f4\u662f\u4e00\u573a\u771f\u6b63\u7684\u8303\u5f0f\u8f6c\u79fb\uff0cAGS\u53ef\u80fd\u50ac\u751f\u79d1\u5b66\u53d1\u73b0\u7684<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u65b0\u89c4\u6a21\u6cd5\u5219<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>&nbsp;(New Scaling Laws)<\/span><span>\u3002\u4f20\u7edf\u4e0a\uff0c\u79d1\u5b66\u77e5\u8bc6\u7684\u589e\u957f\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4e0e\u6295\u5165\u7684\u4eba\u529b<\/span><span>\uff08\u79d1\u5b66\u5bb6\u6570\u91cf\uff09<\/span><span>\u548c\u65f6\u95f4\u76f8\u5173\uff0cAI\u4f5c\u4e3a\u5408\u4f5c\u79d1\u5b66\u5bb6<\/span><span>\uff08Co-scientists\uff09<\/span><span>\u7684\u51fa\u73b0\uff0c\u5df2\u7ecf\u5f00\u59cb\u63d0\u5347\u8fd9\u4e00\u589e\u957f\u66f2\u7ebf\u7684\u659c\u7387\u3002\u800cAGS\uff0c\u51ed\u501f\u5176\u81ea\u4e3b\u6027\u3001\u901a\u7528\u6027\u548c\u6f5c\u5728\u7684\u5e76\u884c\u5de5\u4f5c\u80fd\u529b\uff0c\u6709\u671b\u5c06\u79d1\u5b66\u53d1\u73b0\u7684\u6548\u7387\u63d0\u5347\u5230\u524d\u6240\u672a\u6709\u7684\u6c34\u5e73\uff0c\u751a\u81f3\u53ef\u80fd\u5448\u73b0\u6307\u6570\u7ea7\u663e\u8457\u9661\u5ced\u7684\u66f2\u7ebf\u589e\u957f\u6001\u52bf\uff0c\u5982\u56fe1\u6240\u793a\u3002<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5c31\u50cf\u8ba1\u7b97\u673a\u5982\u4f55\u5f7b\u5e95\u6539\u53d8\u4e86\u6570\u5b66\u548c\u8ba1\u7b97\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u5f0f\uff0c\u81ea\u4e3b\u79d1\u5b66\u5bb6\u7cfb\u7edf\u53ef\u80fd\u4f1a\u91cd\u65b0\u5b9a\u4e49\u6211\u4eec\u53d1\u73b0\u548c\u7406\u89e3\u4e16\u754c\u7684\u65b9\u5f0f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7814\u7a76\u8005\u5728\u8ba8\u8bbaAGS\u7cfb\u7edf\u7684\u6f5c\u529b\u65f6\u6307\u51fa\uff1a\u201c\u5177\u8eab\u673a\u5668\u4eba\u5bf9\u6781\u7aef\u73af\u5883\u7684\u9002\u5e94\u6027\uff0c\u4ee5\u53ca\u79d1\u5b66\u77e5\u8bc6\u79ef\u7d2f\u7684\u98de\u8f6e\u6548\u5e94\uff0c\u5c06\u6301\u7eed\u7a81\u7834\u7269\u7406\u548c\u77e5\u8bc6\u7684\u8fb9\u754c\u201d\uff0c\u5982\u56fe2\u6240\u793a\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.087962962962963\" data-type=\"png\" data-w=\"1080\" style=\"height: auto !important\" data-width=\"1088\" data-height=\"1184\" data-imgfileid=\"100231568\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-b5d49594bd5773aed1b1a5e7abaf628e.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqjwg4nit\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe2 \u79d1\u5b66\u77e5\u8bc6\u79ef\u7d2f\u7684\u98de\u8f6e\u6548\u5e94\u4e0e\u79d1\u5b66\u53d1\u73b0\u7684\u8fb9\u754c<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6839\u636e\u8bba\u6587\uff0cAGS\u7cfb\u7edf\u53ef\u80fd\u901a\u8fc7\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u673a\u5236\uff0c\u81ea\u6211\u5f3a\u5316\u7684\u77e5\u8bc6\u52a0\u901f\u79ef\u7d2f\uff0c\u6539\u53d8\u79d1\u5b66\u53d1\u73b0\u7684\u6269\u5c55\u89c4\u5f8b\uff1a<\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u5168\u5468\u671f\u81ea\u4e3b\u8fd0\u884c\u80fd\u529b<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1aAGS\u80fd\u591f\u5728\u6ca1\u6709\u4eba\u7c7b\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u7ba1\u7406\u6574\u4e2a\u7814\u7a76\u5468\u671f\uff0c\u4ece\u6587\u732e\u5206\u6790\u5230\u5b9e\u9a8c\u6267\u884c\u518d\u5230\u7ed3\u679c\u89e3\u91ca\uff0c\u540c\u65f6\u80fd\u591f\u5728\u8ba1\u7b97\u73af\u5883\u548c\u7269\u7406\u5b9e\u9a8c\u5ba4\u4e4b\u95f4\u65e0\u7f1d\u5207\u6362\uff0c\u5c06\u7406\u8bba\u5efa\u6a21\u76f4\u63a5\u8f6c\u5316\u4e3a\u7cbe\u786e\u7684\u5b9e\u9a8c\u64cd\u4f5c\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u8de8\u5b66\u79d1\u77e5\u8bc6\u6574\u5408<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u80fd\u591f\u878d\u5408\u591a\u4e2a\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u7a81\u7834\u4f20\u7edf\u5b66\u79d1\u8fb9\u754c\uff0c\u53d1\u73b0\u8de8\u9886\u57df\u7684\u521b\u65b0\u673a\u4f1a\u548c\u610f\u5916\u8054\u7cfb\uff0c\u5b9e\u73b0\u7cfb\u7edf\u6027\u7684\u77e5\u8bc6\u91cd\u7ec4\u548c\u4ea4\u53c9\u521b\u65b0\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u6301\u7eed\u5b66\u4e60\u4e0e\u5feb\u901f\u8fed\u4ee3<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u901a\u8fc7\u5185\u90e8\u53cd\u601d\u673a\u5236\u3001\u5916\u90e8\u53cd\u9988\u5faa\u73af\u548c\u6d77\u91cf\u6570\u636e\u5b66\u4e60\uff0c\u4e0d\u65ad\u4f18\u5316\u7814\u7a76\u65b9\u6cd5\u548c\u80fd\u529b\uff0c\u5b9e\u73b0\u201c\u5feb\u901f\u5931\u8d25\u3001\u5feb\u901f\u5b66\u4e60\u201d\u7684\u9ad8\u6548\u7814\u7a76\u6a21\u5f0f\u548c\u87ba\u65cb\u5f0f\u80fd\u529b\u63d0\u5347\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u89c4\u6a21\u5316\u534f\u540c\u4e0e\u77e5\u8bc6\u7f51\u7edc\u6548\u5e94<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u591a\u4e2aAGS\u53ef\u4ee5\u5927\u89c4\u6a21\u5e76\u884c\u5904\u7406\u3001\u5168\u5929\u5019\u4e0d\u95f4\u65ad\u8fd0\u884c\uff0c\u540c\u65f6\u6240\u6709AGS\u4ea7\u751f\u7684\u77e5\u8bc6\u3001\u7ecf\u9a8c\u548c\u65b9\u6cd5\u8bba\u80fd\u591f\u88ab\u6574\u4e2a\u7f51\u7edc\u77ac\u95f4\u5171\u4eab\u548c\u590d\u7528\uff0c\u5f62\u6210\u96c6\u4f53\u667a\u6167\u7684\u6b63\u53cd\u9988\u5faa\u73af\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u56fe3\u663e\u793a\u4e86\u4e16\u754c\u94f6\u884c\u5386\u53f2\u6570\u636e\u7684\u8d8b\u52bf\uff0c\u5e76\u9884\u6d4b\u4e86\u672a\u6765\u968f\u7740AI\u548c\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u52a0\u5165\u7814\u7a76\u961f\u4f0d\uff0c\u79d1\u5b66\u51fa\u7248\u7269\u6570\u91cf\u5c06\u4f1a\u51fa\u73b0\u663e\u8457\u4e0d\u540c\u7684\u589e\u957f\u6a21\u5f0f\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5373\u4ece\u4eba\u7c7b\u4e3b\u5bfc\u5230AGS\u4e3b\u5bfc\u7684\u79d1\u5b66\u7814\u7a76\u4e2d\uff0c\u77e5\u8bc6\u751f\u6210\u7387\u7684\u53d8\u5316\u8d8b\u52bf\uff0c\u5c06\u4f1a\u8d85\u8fc7\u663e\u8457\u8d85\u8fc7\u73b0\u6709\u4eba\u7c7b\u79d1\u7814\u589e\u957f\u6c34\u5e73<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.4361111111111111\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"2591\" data-height=\"1129\" data-backw=\"562\" data-backh=\"245\" data-imgfileid=\"100231565\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-250e322adc07cf893ec35859abdce19f.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mchqjmhk19ns\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe3 \u5168\u7403\u79d1\u7814\u4ea7\u51fa\u548c\u4eba\u529b\u6295\u5165\u7684\u5386\u53f2\u6a21\u5f0f\u4e0e\u9884\u6d4b\u53d1\u5c55\u3002\u4e0a\u534a\u90e8\u5206\u663e\u793a\u4e86\u4eba\u7c7b\u7814\u7a76\u8005\u4ea7\u751f\u7684\u51fa\u7248\u7269\u6570\u91cf\uff08\u84dd\u8272\u7ec6\u7ebf\u4e3a\u5386\u53f2\u6570\u636e\uff0c\u7eff\u8272\u67f1\u72b6\u4e3a\u9884\u6d4b\uff0c\u5176\u4e2d\u5305\u542bAGS\u8f85\u52a9\u548c\u5b8c\u5168AGS\u7684\u8d21\u732e\uff0c\u865a\u7ebf\u4e3a\u51fa\u7248\u7269\u8d8b\u52bf\uff09\u3002\u4e0b\u534a\u90e8\u5206\u663e\u793a\u4e86\u7814\u53d1\u4eba\u5458\u6570\u91cf\uff08\u6bcf\u767e\u4e07\u4eba\u4e2d\u7684\u6570\u91cf\uff0c\u6a59\u8272\u7ec6\u7ebf\u4e3a\u5386\u53f2\u6570\u636e\uff0c\u7d2b\u8272\u67f1\u72b6\u4e3a\u9884\u6d4b\uff0c\u5176\u4e2d\u5305\u542b\u4eba\u7c7b\u3001\u4eba\u673a\u534f\u4f5c\u548cAGS\u7684\u8d21\u732e\uff0c\u865a\u7ebf\u4e3a\u7814\u7a76\u4eba\u5458\u8d8b\u52bf\uff09\u3002\u6570\u636e\u663e\u793a\uff0c\u5c3d\u7ba1\u7814\u53d1\u4eba\u5458\u6570\u91cf\u5728\u589e\u52a0\uff0c\u51fa\u7248\u7269\u6570\u91cf\u4e5f\u5728\u76f8\u5e94\u589e\u957f\uff0c\u4f46\u968f\u7740AI\u79d1\u5b66\u5bb6\u548c\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u7684\u5f15\u5165\uff0c\u9884\u8ba1\u4ece2030\u5e74\u5de6\u53f3\u5f00\u59cb\uff0c\u51fa\u7248\u7269\u6570\u91cf\u5c06\u5927\u5e45\u52a0\u901f\u589e\u957f\uff0c\u5448\u73b0\u8fdc\u8d85\u4ec5\u9760\u4eba\u529b\u589e\u957f\u7684\u8d8b\u52bf\u3002<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u53ef\u4ee5\u9884\u89c1\uff0c\u7531\u4e0a\u9762\u8fd9\u4e9b\u673a\u5236\u5171\u540c\u4f5c\u7528\uff0c\u672a\u6765\u53ef\u80fd\u521b\u9020\u4e00\u79cd\u79d1\u5b66\u77e5\u8bc6\u589e\u957f\u7684\u590d\u5408\u6548\u5e94\uff0c\u8fd9\u79cd\u53d8\u9769\u7684\u6700\u7ec8\u7ed3\u679c\u5c06\u662f\u91cd\u65b0\u5b9a\u4e49\u4eba\u7c7b\u6587\u660e\u63a2\u7d22\u672a\u77e5\u4e16\u754c\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u5f62\u6210\u6240\u8c13\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u65b0\u89c4\u6a21\u6cd5\u5219\u201d\uff0c\u5f00\u542f\u4e00\u4e2a\u771f\u6b63\u7684\u201c\u79d1\u5b66\u53d1\u73b0\u6469\u5c14\u5b9a\u5f8b\u201d\u65f6\u4ee3\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4e8c\u3001\u81ea\u4e3b\u901a\u7528\u79d1\u5b66\u5bb6\uff1a\u67b6\u6784\u4e0e\u80fd\u529b<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6210\u719f\u7684AGS\u5c06\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u5355\u4e00\u7684\u7cfb\u7edf\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e00\u4f4d\u79d1\u7814\u754c\u7684\u201c\u591a\u9762\u624b\u201d\uff0c\u6216\u8005\u4e00\u4e2a\u9ad8\u5ea6\u534f\u540c\u7684\u201c\u79d1\u7814\u68a6\u4e4b\u961f\u201d\uff0c\u5176\u6574\u5408\u4e86AI\u667a\u80fd\u4f53\u548c\u5b9e\u4f53\u673a\u5668\u4eba\u7684\u7efc\u5408\u6846\u67b6\uff0c\u5177\u5907\u5728\u865a\u62df\u548c\u7269\u7406\u73af\u5883\u4e2d\u901a\u7528\u7684\u64cd\u4f5c\u80fd\u529b\uff0c\u6838\u5fc3\u7531\u4e94\u5927\u529f\u80fd\u6a21\u5757\u6784\u6210\uff0c\u5e76\u901a\u8fc7\u5185\u90e8\u4e92\u52a8\u548c\u53cd\u601d\u673a\u5236\u4e0d\u65ad\u8fdb\u5316\uff0c\u4ece\u800c\u6784\u6210\u4e86\u5b8c\u6574\u7684\u7814\u7a76\u751f\u547d\u5468\u671f\uff0c\u5982\u56fe4\u6240\u793a\uff1a<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.625\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"2397\" data-height=\"1498\" data-backw=\"562\" data-backh=\"351\" data-imgfileid=\"100231567\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-1546662cfb702b025f624afe048d27e1.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mchqj5ly1qal\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe4 \u57fa\u4e8eAI\u667a\u80fd\u4f53\u548c\u673a\u5668\u4eba\u7684\u81ea\u4e3b\u901a\u7528\u79d1\u5b66\u5bb6\u6846\u67b6\u3002\u79d1\u5b66\u667a\u80fd\u4f53\/\u673a\u5668\u4eba\u53ef\u4ee5\u52a0\u901f\u79d1\u5b66\u7814\u7a76\u8fdb\u7a0b\u5e76\u5f25\u5408\u4e0d\u540c\u5b66\u79d1\u79d1\u5b66\u77e5\u8bc6\u4e4b\u95f4\u7684\u9e3f\u6c9f<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u6587\u732e\u7efc\u8ff0\uff08Literature Review\uff09\u6a21\u5757<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u4e0d\u4ec5\u4ec5\u662f\u5173\u952e\u8bcd\u641c\u7d22\uff0c\u800c\u662f\u80fd\u591f\u50cf\u4eba\u7c7b\u7814\u7a76\u5458\u4e00\u6837\uff0c\u81ea\u4e3b\u8fdb\u884c\u5168\u9762\u7684\u7814\u7a76\u5206\u6790\uff0c\u6a21\u62df\u4eba\u7c7b\u4e0e\u5b66\u672f\u6570\u636e\u5e93\u548c\u671f\u520a\u5e73\u53f0\u7684\u4ea4\u4e92\uff0c\u5bfc\u822a\u5404\u79cd\u6570\u5b57\u73af\u5883\u3001\u751a\u81f3\u514b\u670d\u8ba2\u9605\u969c\u788d\u4ee5\u641c\u7d22\u3001\u8bbf\u95ee\u548c\u7ba1\u7406\u76f8\u5173\u6587\u732e\u3002\u7531\u6b64\u505a\u51fa\u4e00\u4e2a\u9886\u57df\u4ece\u5f00\u5c71\u9f3b\u7956\u5230\u6700\u65b0\u8fdb\u5c55\u7684\u6240\u6709\u5173\u952e\u6587\u732e\u7efc\u8ff0\uff0c\u5e76\u6307\u51fa\u77e5\u8bc6\u7684\u7a7a\u767d\u548c\u77db\u76fe\u4e4b\u5904\u3002\u5982\u88681\u6240\u793a\uff0c\u8bba\u6587\u4e2d\u7279\u522b\u5f3a\u8c03\u4e86<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u667a\u80fd\u4f53\uff08OS agents\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7684\u91cd\u8981\u6027\uff0c\u8fd9\u79cd\u201c\u76f4\u63a5\u4e0e\u7f51\u7ad9\u548c\u5e94\u7528\u7a0b\u5e8f\u4ea4\u4e92\u201d\u3001\u6a21\u62df\u4eba\u7c7b\u5728\u7535\u8111\u4e0a\u64cd\u4f5c\u7684\u80fd\u529b\uff0c\u4e00\u90e8\u5206\u5df2\u5728\u901a\u7528\u667a\u80fd\u4f53\uff0c\u5982 Manus \u5728\u865a\u62df\u73af\u5883\u4e2d\u4f7f\u7528\u201cBrowser use\u201d \u548c \u201cComputer use\u201d\u7b49\u4ea4\u4e92\u65b9\u5f0f\u5b9e\u73b0\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.40370370370370373\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"1520\" data-height=\"614\" data-backw=\"562\" data-backh=\"227\" data-imgfileid=\"100231569\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-ec3ddd269a87390a7f5d7dff6b20b04e.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqiwej130\" data-pm-slice=\"0 0 []\"><span><span><span>\u88681 \u73b0\u6709\u7cfb\u7edf\u548cAGS\u7cfb\u7edf\u7684\u6587\u732e\u68c0\u7d22\u4e0e\u64cd\u4f5c\u4efb\u52a1\u65b9\u6cd5\u6bd4\u8f83<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u63d0\u6848\u751f\u6210\uff08Proposal Generation\uff09\u6a21\u5757<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5236\u5b9a\u5168\u9762\u7684\u7814\u7a76\u63d0\u6848\uff0c\u5305\u62ec\u7cbe\u786e\u7684\u95ee\u9898\u9648\u8ff0\u3001\u660e\u786e\u7684\u76ee\u6807\u548c\u521b\u65b0\u7684\u5047\u8bbe\uff0c\u53d1\u5c55\u8be6\u7ec6\u7684\u65b9\u6cd5\u6846\u67b6\u548c\u5b9e\u9a8c\u534f\u8bae\u3002\u5728\u5145\u5206\u201c\u6d88\u5316\u201d\u6587\u732e\u4e4b\u540e\uff0cAGS\u4f1a\u7740\u624b\u64b0\u5199\u4e00\u4efd\u5168\u9762\u7684\u7814\u7a76\u8ba1\u5212\u4e66\u3002 \u5b83\u4f1a\u660e\u786e\u63d0\u51fa\u95ee\u9898\u3001\u8bbe\u5b9a\u6e05\u6670\u7684\u76ee\u6807\uff0c\u5e76\u5f62\u6210\u5177\u6709\u524d\u77bb\u6027\u7684\u521b\u65b0\u5047\u8bf4\u3002 \u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u4f1a\u8bbe\u8ba1\u8be6\u7ec6\u7684\u65b9\u6cd5\u8bba\u6846\u67b6\u548c\u5b9e\u9a8c\u65b9\u6848\uff0c\u517c\u987e\u865a\u62df\u6a21\u62df\u548c\u7269\u7406\u5b9e\u65bd\u7684\u53ef\u884c\u6027\uff0c\u4e3a\u540e\u7eed\u7814\u7a76\u94fa\u8bbe\u6e05\u6670\u7684\u8def\u7ebf\u56fe\u3002 \u6b63\u5982\u8bba\u6587\u6240\u8ff0\uff0c\u201c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4ea7\u751f\u7684\u60f3\u6cd5\u5728\u521b\u65b0\u6027\u4e0a\u6301\u7eed\u8868\u73b0\u51fa\u9ad8\u4e8e\u4eba\u7c7b\u4e13\u5bb6\u7684\u6c34\u5e73\u3002\u201d AGS\u5c06\u8fd9\u79cd\u80fd\u529b\u7cfb\u7edf\u5316\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u7684\u5dee\u8ddd\u5206\u6790\u3001\u4e25\u8c28\u7684\u95ee\u9898\u9648\u8ff0\u3001\u53ef\u6d4b\u8bd5\u7684\u5047\u8bf4\u6784\u5efa\u3001\u4ee5\u53ca\u5468\u5bc6\u7684\u65b9\u6cd5\u8bbe\u8ba1\uff0c\u786e\u4fdd\u7814\u7a76\u63d0\u6848\u7684\u8d28\u91cf\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u5b9e\u9a8c\uff08Experimentation\uff09\u6a21\u5757<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u534f\u8c03\u7814\u7a76\u8fc7\u7a0b\u7684\u5b9e\u9a8c\u9636\u6bb5\uff0c\u5305\u62ec\u7cbe\u786e\u89c4\u5212\u3001\u8d44\u6e90\u4f18\u5316\u548c\u5728\u865a\u62df\u4e0e\u7269\u7406\u73af\u5883\u4e2d\u7684\u8bd5\u9a8c\u6267\u884c\u3002\u7cfb\u7edf\u5c06\u901a\u8fc7\u6301\u7eed\u5206\u6790\u5b9e\u65f6\u7ed3\u679c\u548c\u53cd\u9988\uff0c\u52a8\u6001\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\u3002\u8fd9\u662fAGS\u771f\u6b63\u5c55\u73b0\u5176\u201c\u624b\u8111\u5e76\u7528\u201d\u80fd\u529b\u7684\u821e\u53f0\u3002 \u501f\u52a9\u5148\u8fdb\u7684\u673a\u5668\u4eba\u6280\u672f\u548cAI\u7b97\u6cd5\uff0cAGS\u53ef\u4ee5\u6267\u884c\u7cbe\u5bc6\u7684\u7269\u7406\u64cd\u4f5c\uff0c\u6536\u96c6\u7ecf\u9a8c\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u865a\u62df\u5b9e\u9a8c\u3002 \u5b83\u8fd8\u80fd\u6839\u636e\u5b9e\u65f6\u7ed3\u679c\u548c\u53cd\u9988\u52a8\u6001\u8c03\u6574\u5b9e\u9a8c\u8bbe\u8ba1\u3002 \u8bba\u6587\u7279\u522b\u5730\u6307\u51fa\uff0c\u5f53\u524dAI\u5728\u865a\u62df\u5b9e\u9a8c\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5728\u7269\u7406\u5b9e\u9a8c\u81ea\u52a8\u5316\u65b9\u9762\u4ecd\u6709\u5de8\u5927\u9e3f\u6c9f\u3002 AGS\u81f4\u529b\u4e8e\u5f25\u5408\u8fd9\u4e00\u5dee\u8ddd\uff0c\u901a\u8fc7\u6574\u5408\u5177\u8eabAI\u7684\u673a\u5668\u4eba\u7cfb\u7edf\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u5316\u5b66\u3001\u6750\u6599\u79d1\u5b66\u7b49\u9886\u57df\u5b8c\u6210\u4ece\u5206\u5b50\u9884\u6d4b\u5230\u7269\u7406\u5408\u6210\u4e0e\u8868\u5f81\u7684\u5168\u6d41\u7a0b\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u624b\u7a3f\u51c6\u5907\uff08Manuscript Preparation\uff09\u6a21\u5757<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5b9e\u9a8c\u5b8c\u6210\u540e\uff0cAGS\u4f1a\u5c06\u7814\u7a76\u6210\u679c\u7efc\u5408\u6210\u4e00\u7bc7\u7b26\u5408\u53d1\u8868\u6807\u51c6\u7684\u5b66\u672f\u624b\u7a3f\u3002 \u5b83\u4f1a\u8fdb\u884c\u5168\u9762\u7684\u6570\u636e\u5206\u6790\uff0c\u89e3\u8bfb\u7ed3\u679c\uff0c\u5e76\u9610\u8ff0\u5b9e\u8d28\u6027\u7684\u7ed3\u8bba\u3002 \u8be5\u7cfb\u7edf\u80fd\u6309\u7167\u6807\u51c6\u7684\u5b66\u672f\u89c4\u8303\u6784\u5efa\u6587\u6863\u2014\u2014\u5305\u62ec\u65b9\u6cd5\u7ec6\u8282\u3001\u7ed3\u679c\u5c55\u793a\u548c\u7406\u8bba\u8ba8\u8bba\u2014\u2014\u540c\u65f6\u8fdb\u884c\u5185\u90e8\u8d28\u91cf\u8bc4\u4f30\uff0c\u5e76\u80fd\u4e0e\u6a21\u62df\u7684\u540c\u884c\u8bc4\u5ba1\u673a\u5236\u4e92\u52a8\uff0c\u786e\u4fdd\u5b66\u672f\u4e25\u8c28\u6027\u3002 \u8bba\u6587\u63d0\u5230\uff0cAI\u7cfb\u7edf\u53ef\u4ee5\u8f85\u52a9\u8d77\u8349\u624b\u7a3f\u7684\u5404\u4e2a\u90e8\u5206\uff0c\u4ece\u5f15\u8a00\u5230\u8ba8\u8bba\uff0c\u751a\u81f3\u5904\u7406\u590d\u6742\u7684\u6570\u5b66\u516c\u5f0f\u548c\u6587\u732e\u5f15\u7528\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u53cd\u601d\u4e0e\u53cd\u9988\uff08Reflection and Feedback\uff09\u6a21\u5757<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u8fd9\u4e2a\u6a21\u5757\u5c06\u5efa\u7acb\u529f\u80fd\u7ec4\u4ef6\u4e4b\u95f4\u7684\u901a\u4fe1\u6e20\u9053\uff0c\u4ee5\u4fbf\u8fdb\u884c\u5b9e\u65f6\u8c03\u6574\uff0c\u540c\u65f6\u6574\u5408\u6765\u81ea\u4eba\u7c7b\u5408\u4f5c\u8005\u548c\u6a21\u62df\u540c\u884c\u8bc4\u4f30\u7684\u5916\u90e8\u8f93\u5165\u3002\u8fd9\u8d4b\u4e88\u4e86AGS\u6301\u7eed\u5b66\u4e60\u548c\u8fdb\u5316\u7684\u80fd\u529b\u3002 \u901a\u8fc7\u7cfb\u7edf\u5206\u6790\u8fd9\u4e9b\u53cd\u9988\uff0cAGS\u80fd\u591f\u4f18\u5316\u5047\u8bf4\u3001\u65b9\u6cd5\u8bba\u548c\u5b9e\u9a8c\u9014\u5f84\uff0c\u786e\u4fdd\u7814\u7a76\u5bf9\u65b0\u5174\u53d1\u5c55\u4fdd\u6301\u654f\u611f\uff0c\u5e76\u6700\u5927\u5316\u79d1\u5b66\u4ea7\u51fa\u7684\u6700\u7ec8\u5f71\u54cd\u548c\u8d28\u91cf\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u800c\u8981\u7406\u89e3AGS\u5982\u4f55\u5b9e\u73b0\u5982\u6b64\u590d\u6742\u7684\u81ea\u4e3b\u79d1\u7814\u80fd\u529b\uff0c\u5c31\u5fc5\u987b\u6df1\u5165\u5176\u201c\u5927\u8111\u201d\uff0c\u8fd9\u662f\u5176\u8ba4\u77e5\u4e0e\u51b3\u7b56\u7684\u6838\u5fc3<\/span><span>\uff08\u56fe5\uff09<\/span><span>\u3002AGS\u7684\u5927\u8111\u6846\u67b6\u5206\u4e3a\u5916\u5faa\u73af\u548c\u5185\u5faa\u73af\u4e24\u90e8\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u5916\u5faa\u73af\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u8d1f\u8d23\u4eba\u4e0e\u73af\u5883\u7684\u4ea4\u4e92\uff0c\u901a\u8fc7\u611f\u77e5<\/span><span>\uff08Perception\uff09<\/span><span>\u4ece\u73af\u5883<\/span><span>\uff08Environment\uff0c\u5305\u62ec\u4eba\u7c7b\u4ea4\u4e92\uff09<\/span><span>\u83b7\u53d6\u4fe1\u606f\uff0c\u7ecf\u8fc7\u5927\u8bed\u8a00\u6a21\u578b\u5927\u8111<\/span><span>\uff08LFMs Brain\uff09<\/span><span>\u5904\u7406\u540e\uff0c\u901a\u8fc7\u884c\u52a8<\/span><span>\uff08Action\uff09<\/span><span>\u5f71\u54cd\u73af\u5883\uff0c\u884c\u52a8\u65b9\u5f0f\u5305\u62ec\u4f7f\u7528\/\u521b\u9020\u5de5\u5177<\/span><span>\uff08Use\/create tools\uff09<\/span><span>\uff0c\u5229\u7528\u5177\u8eab\u673a\u5668\u4eba<\/span><span>\uff08Embodied Robot\uff09<\/span><span>\u5728\u7269\u7406<\/span><span>\uff08Physical\uff09<\/span><span>\u73af\u5883\u4e2d\u64cd\u4f5c\uff0c\u6216\u5728\u865a\u62df<\/span><span>\uff08Virtual\uff09<\/span><span>\u73af\u5883\u4e2d\u8fdb\u884c\u3002\u5927\u8bed\u8a00\u6a21\u578b\u5927\u8111\u5185\u90e8\u5305\u542b\u8bb0\u5fc6<\/span><span>\uff08Memory\uff09<\/span><span>\u3001\u601d\u8003<\/span><span>\uff08Thinking\uff09<\/span><span>\u3001\u77e5\u8bc6<\/span><span>\uff08Knowledge\uff09<\/span><span>\u548c\u5b66\u4e60<\/span><span>\uff08Learning\uff09<\/span><span>\u7b49\u8ba4\u77e5\u8fc7\u7a0b\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u5185\u5faa\u73af\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u662f\u4e00\u4e2a\u81ea\u6301\u7eed\u7684\u601d\u8003\u5faa\u73af<\/span><span>\uff08Self continuous thinking loop\uff09<\/span><span>\uff0c\u5b83\u63a5\u6536\u5185\u90e8\/\u5916\u90e8\u4fe1\u606f<\/span><span>\uff08Internal\/External infos\uff0c\u5982\u65f6\u95f4\u3001\u786c\u4ef6\u3001\u8ba1\u7b97\u8d44\u6e90\u3001\u73af\u5883\u7b49\uff09<\/span><span>\uff0c\u8fdb\u884c\u81ea\u6211\u53cd\u601d<\/span><span>\uff08Self-reflect\uff09<\/span><span>\u548c\u57fa\u4e8e\u601d\u8003\u7684\u5956\u52b1<\/span><span>\uff08Reward in Thought\uff0c\u5373\u81ea\u6211\u5956\u52b1 Self reward\uff09<\/span><span>\uff0c\u7136\u540e\u8fdb\u5165\u89c4\u5212\/\u63a8\u7406<\/span><span>\uff08Planning\/Reasoning\uff09<\/span><span>\u9636\u6bb5<\/span><span>\uff08\u91c7\u7528\u601d\u7ef4\u94fe Chain of Thought\uff0c\u601d\u7ef4\u6811 Tree of Thought\uff0c\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22 MCTS\uff0c\u5185\u90e8\u63a8\u7406 Internal reasoning\u7b49\u65b9\u6cd5\uff09<\/span><span>\uff0c\u6700\u7ec8\u505a\u51fa\u51b3\u7b56<\/span><span>\uff08Decision Making\uff09<\/span><span>\uff0c\u5b8c\u6210\u8ba4\u77e5<\/span><span>\uff08Cognition\uff09<\/span><span>\u8fc7\u7a0b\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.6342592592592593\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"2394\" data-height=\"1519\" data-backw=\"562\" data-backh=\"357\" data-imgfileid=\"100231573\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-d5a8b4ffdab18133a01f32e2bf66fbc3.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqi7ll9n7\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe5 AGS\u7684\u5927\u8111\u6846\u67b6<\/span><\/span><\/em><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4e09\u3001\u81ea\u52a8\u79d1\u5b66\u53d1\u73b0\u7684\u7ea7\u522b\u4e0e\u6f14\u5316\uff1a<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4ece\u73af\u5883\u4ea4\u4e92\u5230\u81ea\u4e3b\u5148\u950b<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u79d1\u5b66\u53d1\u73b0\u81ea\u52a8\u5316\u7684\u5206\u7c7b\u6846\u67b6\uff0c\u5c06AGS\u5212\u5206\u4e3a\u4e0d\u540c\u7ea7\u522b\uff0c\u57fa\u4e8e\u5176\u81ea\u4e3b\u7a0b\u5ea6\u3001\u4e0e\u6a21\u62df\u548c\u73b0\u5b9e\u73af\u5883\u7684\u4ea4\u4e92\u4ee5\u53ca\u6574\u4f53\u7814\u7a76\u80fd\u529b<\/span><span>\uff08\u88682\uff09<\/span><span>\uff1a<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5685654008438819\" data-type=\"png\" data-w=\"948\" style=\"height: auto !important\" data-width=\"948\" data-height=\"539\" data-imgfileid=\"100231570\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-d913d45a14533f8960ba1025a019db45.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqho571igi\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u88682 AGS\u5212\u5206\u7684\u4e0d\u540c\u7ea7\u522b<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u7b49\u7ea70\uff1a\u65e0AI\uff08No AI\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u7eaf\u7cb9\u7684\u4eba\u7c7b\u79d1\u5b66\u5bb6\uff0c\u4f7f\u7528\u4f20\u7edf\u7684\u3001\u975eAI\u9a71\u52a8\u7684\u5de5\u5177\u548c\u65b9\u6cd5\u3002\u5982\u5316\u5b66\u4e2d\u7684\u5149\u8c31\u8bbe\u5907\u548c\u5206\u6790\u5e73\u53f0\uff0c\u6216\u516c\u5171\u536b\u751f\u4e2d\u7684\u7edf\u8ba1\u8f6f\u4ef6\u548c\u6d41\u884c\u75c5\u5b66\u5efa\u6a21\u5de5\u5177\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u7b49\u7ea71\uff1a\u5de5\u5177\u8f85\u52a9\uff08Tool-Assisted\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u4eba\u7c7b\u4ecd\u662f\u4e3b\u5bfc\uff0cAI \u4f5c\u4e3a\u7b80\u5355\u5de5\u5177\u51fa\u73b0\uff0c\u8f85\u52a9\u7814\u7a76\u8005\u5b8c\u6210\u7279\u5b9a\u3001\u72ed\u7a84\u7684\u4efb\u52a1\uff0c\u4f8b\u5982ChatGPT\u63d0\u4f9b\u6587\u672c\u8f85\u52a9\uff0c\u57fa\u7840\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5904\u7406\u6570\u636e\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u7b49\u7ea72\uff1a\u667a\u80fd\u52a9\u624b\uff08Intelligent Assistant\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1aAI\u7cfb\u7edf\u5347\u7ea7\u4e3a\u590d\u6742\u7684\u7814\u7a76\u52a9\u624b\uff0c\u80fd\u5728\u4eba\u7c7b\u76d1\u7763\u4e0b\u81ea\u4e3b\u8fdb\u884c\u7f51\u7edc\u4fe1\u606f\u641c\u96c6\u3001\u865a\u62df\u6a21\u62df\u548c\u6574\u5408\u4e0d\u540c\u5b66\u79d1\u7684\u89c1\u89e3\uff0c\u4f8b\u5982OpenDevin\u3001DeepResearch \u7b49\u7cfb\u7edf\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u7b49\u7ea73\uff1a\u534f\u4f5c\u4f19\u4f34\uff08Collaborative Partner\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1aAI\u7cfb\u7edf\u8fdb\u5316\u4e3a\u81ea\u4e3b\u7684\u79d1\u7814\u5408\u4f5c\u4f19\u4f34\uff0c\u80fd\u591f\u65e0\u7f1d\u6574\u5408\u865a\u62df\u548c\u7269\u7406\u73af\u5883\u7684\u4e92\u52a8\u3002 \u914d\u5907\u5148\u8fdb\u673a\u5668\u4eba\u540e\uff0c\u5b83\u4eec\u53ef\u4ee5\u5728\u751f\u7269\u5b66\u3001\u5de5\u7a0b\u5b66\u7b49\u9886\u57df\u8fdb\u884c\u7cbe\u786e\u7684\u7269\u7406\u64cd\u4f5c\uff0c\u4f46\u4ecd\u4e0e\u4eba\u7c7b\u79d1\u5b66\u5bb6\u5408\u4f5c\u3002 \u8fd9\u597d\u6bd4\u4e00\u4e2a\u7ecf\u9a8c\u4e30\u5bcc\u7684\u535a\u58eb\u540e\uff0c\u53ef\u4ee5\u72ec\u7acb\u627f\u62c5\u4e00\u90e8\u5206\u590d\u6742\u7684\u8de8\u5b66\u79d1\u4efb\u52a1\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u7b49\u7ea74\uff1a\u81ea\u4e3b\u7814\u7a76\u5458\uff08Autonomous Researcher\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1aAI\u5728\u6b64\u9636\u6bb5\u4ee5\u9ad8\u5ea6\u72ec\u7acb\u7684\u65b9\u5f0f\u8fd0\u4f5c\uff0c\u4ec5\u9700\u6781\u5c11\u7684\u4eba\u7c7b\u6307\u5bfc\u3002 \u5b83\u4eec\u80fd\u8fdb\u884c\u9ad8\u7ea7\u7814\u7a76\uff0c\u81ea\u4e3b\u68c0\u7d22\u4fe1\u606f\uff0c\u7efc\u5408\u591a\u9886\u57df\u77e5\u8bc6\uff0c\u751a\u81f3\u4ea7\u751f\u5168\u65b0\u7684\u89c1\u89e3\u5e76\u63d0\u51fa\u521b\u65b0\u65b9\u6848\u3002 \u201c\u901a\u7528\u4eba\u5de5\u667a\u80fd\u673a\u5668\u4eba\u201d<\/span><span>\uff08Artificial General Intelligence Robots\uff0cAGIR\uff09<\/span><span>\u662f\u8fd9\u4e00\u7ea7\u522b\u7684\u4ee3\u8868\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u7b49\u7ea75\uff1a\u5148\u950b\uff08Pioneer\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u8fd9\u662fAGS\u7684\u7ec8\u6781\u5f62\u6001\u2014\u2014\u201c\u4eba\u5de5\u8d85\u7ea7\u667a\u80fd\u673a\u5668\u4eba\u201d<\/span><span>\uff08Artificial SuperIntelligence Robots\uff0cASIR\uff09<\/span><span>\u3002 \u5b83\u4eec\u5b8c\u5168\u81ea\u4e3b\uff0c\u8d85\u8d8a\u4eba\u7c7b\u7684\u79d1\u7814\u80fd\u529b\uff0c\u80fd\u591f\u5728\u6240\u6709\u73af\u5883\u4e2d\u5b8c\u5168\u72ec\u7acb\u5730\u64cd\u4f5c\uff0c\u4e0d\u4ec5\u7efc\u5408\u8de8\u5b66\u79d1\u77e5\u8bc6\uff0c\u8fd8\u80fd\u521b\u65b0\u5e76\u5f62\u6210\u5168\u65b0\u7684\u79d1\u5b66\u539f\u7406\uff0c\u4ea7\u751f\u524d\u6240\u672a\u6709\u7684\u79d1\u5b66\u53d1\u73b0\uff0c\u5236\u5b9a\u5168\u65b0\u7684\u79d1\u5b66\u539f\u5219\uff0c\u5f15\u9886\u79d1\u5b66\u524d\u6cbf\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7531\u4e0a\u6240\u8ff0\uff0c\u4ece\u7b49\u7ea73\u5f00\u59cb\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>AGS\u7cfb\u7edf\u7684\u5173\u952e\u521b\u65b0\u5728\u4e8e\u5c06\u667a\u80fdAI\u4e0e\u5148\u8fdb\u673a\u5668\u4eba\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u521b\u5efa\u80fd\u591f\u7ba1\u7406\u590d\u6742\u7814\u7a76\u6d41\u7a0b\u5e76\u5728\u7269\u7406\u4e16\u754c\u4e2d\u6267\u884c\u5b9e\u9a8c\u7684\u5b8c\u6574\u7cfb\u7edf<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u6b63\u5982\u7814\u7a76\u8005\u6240\u8bf4\uff1a\u201c\u5c06LLM<\/span><span>\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09<\/span><span>\u4e0e\u673a\u5668\u4eba\u7cfb\u7edf\u6574\u5408\uff0c\u5982 ROS-LLM\u5e73\u53f0\u6240\u5c55\u793a\u7684\uff0c\u80fd\u591f\u5728\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7ed3\u6784\u5316\u63a8\u7406\u548c\u660e\u667a\u51b3\u7b56\uff0c\u4f18\u5316\u8d44\u6e90\u5229\u7528\u548c\u5b9e\u9a8c\u7ed3\u679c\u8fdb\u884c\u7814\u7a76\u201d\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u865a\u62df\u73af\u5883\u4e2d\uff0cAI\u667a\u80fd\u4f53\u80fd\u591f\u6267\u884c\u7b97\u6cd5\uff0c\u8fdb\u884c\u590d\u6742\u7684\u6570\u636e\u5206\u6790\uff0c\u5904\u7406\u903b\u8f91\u548c\u6587\u672c\u4fe1\u606f\uff0c\u8bbe\u8ba1\u548c\u6267\u884c\u590d\u6742\u7684\u6a21\u62df\uff0c\u4e3a\u540e\u7eed\u7269\u7406\u5b9e\u9a8c\u63d0\u4f9b\u5b9d\u8d35\u7684\u89c1\u89e3\u548c\u9884\u6d4b\u3002\u800c\u5728\u7269\u7406\u73af\u5883\u4e2d\uff0c\u5177\u6709\u201c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u4e16\u754c\u6a21\u578b<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u201d<\/span><span>\uff08world models\uff09<\/span><span>\u7684\u201c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5177\u8eabAI<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u201d<\/span><span>\uff08Embodied AI\uff09<\/span><span>\u548c\u201c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u901a\u7528\u673a\u5668\u4eba<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u201d<\/span><span>\uff08General-Purpose Robotics\uff09<\/span><span>\uff0c\u5219\u8d1f\u8d23\u6267\u884c\u590d\u6742\u7684\u7269\u7406\u64cd\u4f5c\uff0c\u5177\u5907\u7cbe\u786e\u6027\u548c\u9002\u5e94\u6027\u3002\u8fd9\u4e9b\u901a\u7528\u673a\u5668\u4eba\u80fd\u591f\u6267\u884c\u5404\u79cd\u5b9e\u9a8c\u534f\u8bae\uff0c\u5904\u7406\u6750\u6599\uff0c\u64cd\u4f5c\u8bbe\u5907\uff0c\u5e76\u6839\u636e\u611f\u5b98\u53cd\u9988\u8fdb\u884c\u5b9e\u65f6\u8c03\u6574\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u56fe6\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4ece2020\u5e74\u5de6\u53f3\u5f00\u59cb\uff0c\u79d1\u7814\u81ea\u52a8\u5316\u6c34\u5e73\u7684\u6f14\u8fdb\u3002\u4ece\u4eba\u7c7b\u4f7f\u7528\u5de5\u5177<\/span><span>\uff08\u865a\u62df\u3001\u7269\u7406\uff09<\/span><span>\uff0c\u5230\u57fa\u4e8e\u804a\u5929\u7684\u77e5\u8bc6\u63d0\u4f9b\u8005<\/span><span>\uff08\u5982ChatGPT\uff09<\/span><span>\uff0c\u518d\u5230\u80fd\u5728\u865a\u62df\u73af\u5883\u4e2d\u81ea\u4e3b\u5de5\u4f5c\u7684\u667a\u80fd\u4f53<\/span><span>\uff08\u5982Devin\uff0cAutogen\uff09<\/span><span>\uff0c\u7136\u540e\u662f\u80fd\u5728\u7269\u7406\u548c\u865a\u62df\u73af\u5883\u4e2d\u5747\u81ea\u4e3b\u5de5\u4f5c\u7684\u673a\u5668\u4eba<\/span><span>\uff08\u5982Co-scientist\uff0c\u5177\u5907\u9ad8\u7ea7\u64cd\u4f5c\u80fd\u529b\uff09<\/span><span>\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u9884\u8ba1\u5230203X\u5e74\u5de6\u53f3\u8fbe\u5230\u4eba\u7c7b\uff0c\u5373\u591a\u6570\u7855\u58eb\u3001\u535a\u58eb\u3001\u7814\u7a76\u79d1\u5b66\u5bb6\u7684\u6c34\u5e73\uff0c\u6210\u4e3a\u901a\u7528\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff0c\u8986\u76d6\u65e0\u9650\u79d1\u5b66\u9886\u57df\uff0c\u6700\u7ec8\u8fc8\u5411\u8d85\u8d8a\u4eba\u7c7b\u79d1\u5b66\u5bb6\u6c34\u5e73\uff0c\u5f15\u9886\u79d1\u5b66\u7814\u7a76\u53d1\u5c55\u8d70\u5411\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.49166666666666664\" data-type=\"jpeg\" data-w=\"1080\" style=\"height: auto !important\" data-width=\"2411\" data-height=\"1186\" data-imgfileid=\"100231572\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-fe48044e2ffa8e7d1afe7bf232d2c287.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqh6zon56\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe6 \u4e0d\u540c\u81ea\u52a8\u5316\u7ea7\u522b\u7684\u81ea\u52a8\u7814\u7a76\u65f6\u95f4\u7ebf<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u56fe7\u4e2d\uff0c\u5219\u8ffd\u6eaf\u4e86\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u4ece2004\u5e74\u7684\u201c\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u201d\u6982\u5ff5\uff0c\u52302004\u5e74\u7684Robot Scientist\uff0c2009\u5e74\u7684 Adam<\/span><span>\uff08RD.K\uff09<\/span><span>\uff0c2019\u5e74\u7684PaperRobot\uff0c2020\u5e74\u7684\u79fb\u52a8\u673a\u5668\u4eba\u5316\u5b66\u5bb6\uff0c2023\u5e74\u7684Coscientist\uff0c2024\u5e74\u7684\u7814\u7a76\u667a\u80fd\u4f53<\/span><span>\uff08\u5982Nova\uff0cORGANA\uff09<\/span><span>\u3001AI\u79d1\u5b66\u5bb6<\/span><span>\uff08MIT SciAgents\uff09<\/span><span>\uff0c\u52302025\u5e74\u8c37\u6b4c\u7684AI\u5408\u4f5c\u79d1\u5b66\u5bb6\u3001AMD\u7684Agent Lab\uff0c\u5e76\u5c55\u671b2030+\u5e74\u5b9e\u73b0AGS\u3002\u56fe\u4e2d\u4e0d\u540c\u989c\u8272\u7684\u6761\u5e26\u4ee3\u8868\u4e86\u4e0d\u540c\u7c7b\u578b\u7684\u7814\u7a76\uff1a<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u7279\u5b9a\u9886\u57df\u7684\u673a\u5668\u4eba\u4e0e\u673a\u5668\u5b66\u4e60\u7814\u7a76\u3001\u7279\u5b9a\u9886\u57df\u7684AI\u4e0e\u673a\u5668\u4eba\u7814\u7a76\u3001\u7279\u5b9a\u9886\u57df\u7684AI\u667a\u80fd\u4f53\u7814\u7a76\uff0c\u4ee5\u53ca\u6700\u7ec8\u7684\u901a\u7528\u591a\u9886\u57df\u5177\u8eabAI\u673a\u5668\u4eba\u7814\u7a76<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5722222222222222\" data-type=\"jpeg\" data-w=\"1080\" style=\"height: auto !important\" data-width=\"2380\" data-height=\"1362\" data-imgfileid=\"100231571\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-aa29f90f0aae2fd836e5add14db6573d.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqgy3i1n4a\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe7 \u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u8fdb\u5316\u6982\u89c8<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>AGS\u6982\u5ff5\u6700\u4ee4\u4eba\u5174\u594b\u7684\u53ef\u80fd\u6027\u4e4b\u4e00\u662f\u80fd\u591f\u8d85\u8d8a\u4eba\u7c7b\u8eab\u4f53\u6781\u9650\uff0c\u5c06\u79d1\u5b66\u63a2\u7d22\u6269\u5c55\u5230\u4eba\u7c7b\u65e0\u6cd5\u6216\u96be\u4ee5\u8fdb\u5165\u7684\u6781\u7aef\u73af\u5883<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u7814\u7a76\u56e2\u961f\u8bbe\u60f3\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u80fd\u591f\u5728\u592a\u7a7a\u63a2\u7d22\u3001\u6df1\u6d77\u7814\u7a76\u548c\u5fae\u89c2\u5c3a\u5ea6\u7b49\u9886\u57df\u5f00\u5c55\u72ec\u7acb\u79d1\u5b66\u63a2\u7a76\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u60f3\u8c61\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u5728\u6708\u7403\u548c\u706b\u661f\u4e0a\u5efa\u7acb\u7814\u7a76\u57fa\u5730\uff0c\u5728\u592a\u9633\u7cfb\u5185\u751a\u81f3\u66f4\u8fdc\u5904\u8fdb\u884c\u79d1\u5b66\u63a2\u7d22\u3002\u540c\u6837\uff0c\u5728\u5730\u7403\u6df1\u6d77\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u53ef\u4ee5\u5728\u5de8\u5927\u538b\u529b\u3001\u6c38\u4e45\u9ed1\u6697\u548c\u8fdc\u79bb\u4eba\u7c7b\u652f\u6301\u7684\u73af\u5883\u4e2d\u5de5\u4f5c\uff0c\u63a2\u7d22\u70ed\u6db2\u55b7\u53e3\u3001\u7814\u7a76\u72ec\u7279\u751f\u6001\u7cfb\u7edf\u5e76\u76d1\u6d4b\u5730\u8d28\u6d3b\u52a8\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6b64\u5916\uff0c\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u7684\u80fd\u529b\u8fd8\u5ef6\u4f38\u5230\u5fae\u89c2\u548c\u7eb3\u7c73\u5c3a\u5ea6\uff0c\u53ef\u4ee5\u5728\u5148\u8fdb\u6750\u6599\u79d1\u5b66\u3001\u4eba\u4f53\u5185\u9776\u5411\u836f\u7269\u9012\u9001\u6216\u5fae\u89c2\u6c61\u67d3\u7269\u73af\u5883\u76d1\u6d4b\u7b49\u9886\u57df\u5f00\u5c55\u72ec\u7acb\u79d1\u5b66\u63a2\u7a76\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6b63\u5982\u7814\u7a76\u8005\u6307\u51fa\uff1a\u201c\u968f\u7740\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\uff0c\u901a\u8fc7\u8d85\u8d8a\u4eba\u7c7b\u7269\u7406\u9650\u5236\u7684\u7cfb\u7edf\u63a2\u7d22\u548c\u53d1\u73b0\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5c06\u4f1a\u663e\u8457\u589e\u5f3a\u6211\u4eec\u5bf9\u5b87\u5b99\u3001\u5730\u7403\u4ee5\u53ca\u7269\u8d28\u57fa\u672c\u6784\u5efa\u5757\u7684\u7406\u89e3\u3002\u201d<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u63d0\u51fa\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\uff1a<\/span><\/span><strong style=\"font-size: 15px\"><span><span>AGS \u5982\u4f55\u7ba1\u7406\u548c\u4f20\u64ad\u5b83\u4eec\u7684\u7814\u7a76\u6210\u679c\uff1f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u4f20\u7edf\u5b66\u672f\u7cfb\u7edf\u4e3b\u8981\u4e3a\u4eba\u7c7b\u7814\u7a76\u8005\u8bbe\u8ba1\uff0c\u53ef\u80fd\u96be\u4ee5\u5904\u7406\u81ea\u4e3b\u7cfb\u7edf\u751f\u6210\u7684\u51fa\u7248\u7269\u548c\u63d0\u6848\u3002\u4e3a\u6b64\uff0c\u7814\u7a76\u8005\u6548\u4eff\u4eba\u7c7b\u7684\u9884\u5370\u672c\u8bba\u6587\u5e73\u53f0 Arxiv\uff0c\u63d0\u51fa\u5efa\u7acb\u4e00\u4e2a\u540d\u4e3a aiXiv \u7684\u4e2d\u4ecb\u5e73\u53f0\uff0c\u5982\u56fe8\u6240\u793a\uff0c\u4f5c\u4e3a\u81ea\u4e3b\u7cfb\u7edf\u751f\u6210\u7814\u7a76\u7684\u5f00\u653e\u9884\u5370\u672c\u670d\u52a1\u5668\uff0c\u5b9e\u65bd\u4e13\u95e8\u9488\u5bf9AI\u9a71\u52a8\u53d1\u73b0\u7279\u70b9\u7684\u5206\u5c42\u5ba1\u67e5\u6d41\u7a0b\u3002\u8fd9\u79cd\u65b9\u6cd5\u65e8\u5728\u786e\u4fddAI\u751f\u6210\u7684\u7814\u7a76\u9075\u5faa\u900f\u660e\u5ea6\u548c\u53ef\u4fe1\u5ea6\u539f\u5219\uff0c\u540c\u65f6\u89e3\u51b3\u4e0e\u975e\u4eba\u7c7b\u4f5c\u8005\u76f8\u5173\u7684\u79d1\u5b66\u4ea4\u6d41\u4f26\u7406\u8003\u8651\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5342592592592592\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"2538\" data-height=\"1356\" data-backw=\"562\" data-backh=\"300\" data-imgfileid=\"100231577\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-f66dfb6841fb6bb6c4c4346886c3bb75.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mchqgmdeiih\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe8 AI\u548c\u673a\u5668\u4eba\u79d1\u5b66\u5bb6\u4ea7\u751f\u63d0\u6848\u6216\u8bba\u6587\uff0c\u63d0\u4ea4\u81f3 aiXiv \u670d\u52a1\u5668\u7684\u8fc7\u7a0b\u6846\u67b6<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>AGS\u6982\u5ff5\u4ee4\u4eba\u632f\u594b\uff0c\u4f46\u5b9e\u73b0\u5b8c\u5168\u81ea\u4e3b\u7684\u79d1\u5b66\u7814\u7a76\u7cfb\u7edf\u4ecd\u9762\u4e34\u91cd\u5927\u6311\u6218\uff0c\u4f8b\u5982\u611f\u77e5\u4e0e\u64cd\u4f5c\u80fd\u529b\u3001\u81ea\u4e3b\u6027\u4e0e\u51b3\u7b56\u80fd\u529b\uff1a\u9002\u5e94\u6027\u4e0e\u6cdb\u5316\u80fd\u529b\u3001\u7269\u7406\u5b89\u5168\u6027\u3001\u4eba\u7c7b\u6c34\u5e73\u4ea4\u4e92\u3001\u4f26\u7406\u4e0e\u6cd5\u5f8b\u95ee\u9898\u7b49\u7b49\u3002\u4e0d\u8fc7\uff0c\u968f\u7740\u65f6\u95f4\u53d1\u5c55\uff0c\u76f8\u5173\u96be\u9898\u6b63\u5728\u9010\u4e00\u653b\u514b\u4e2d\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5c31\u5728\u524d\u4e0d\u4e45\uff0c DeepMind \u5df2\u7ecf\u53d1\u5e03\u4e86 AlphaEvolve \u7cfb\u7edf\uff0c\u5df2\u7ecf\u5b9e\u73b0\u4e86\u81ea\u4e3b\u4f18\u5316\u7b97\u6cd5\u3001\u8bad\u7ec3\u81ea\u8eab\uff0c\u4ece\u800c\u5b9e\u73b0\u80fd\u529b\u8fdb\u5316\uff0c\u4e0d\u4ec5\u6539\u8fdb\u4e86\u8ba1\u7b97\u6548\u7387\uff0c\u8fd8\u5728\u591a\u4e2a\u6570\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u96be\u9898\u4e0a\u53d6\u5f97\u7a81\u7834\u6027\u8fdb\u5c55\u3002\u4f8b\u5982\uff0c\u5728\u77e9\u9635\u4e58\u6cd5\u4f18\u5316\u7814\u7a76\u4e2d\uff0c\u6253\u7834\u4e86 56 \u5e74\u672a\u80fd\u7a81\u7834\u7684\u8ba1\u7b97\u6548\u7387\uff0c\u5c06 4\u00d74 \u590d\u503c\u77e9\u9635\u8fd0\u7b97\u6b21\u6570\u4ece49 \u964d\u81f348\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u4f18\u5316\u4e86 Google \u6570\u636e\u4e2d\u5fc3\u7684\u8ba1\u7b97\u8d44\u6e90\u8c03\u5ea6\uff0c\u63d0\u9ad8\u4e86 AI \u8bad\u7ec3\u6548\u7387\uff0c\u8282\u7ea6\u4e860.7%\u7684\u7b97\u529b\u8d44\u6e90\uff0c\u5b83\u8fd8\u6539\u8fdbGemini\u7684\u5927\u89c4\u6a21\u77e9\u9635\u8fd0\u7b97\u7b97\u6cd5\uff0c\u6700\u7ec8\u4f7f\u6574\u4f53\u8bad\u7ec3\u65f6\u95f4\u7f29\u77ed\u4e861%\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.3287037037037037\" data-type=\"png\" data-w=\"1080\" style=\"height: auto !important\" data-width=\"1862\" data-height=\"612\" data-imgfileid=\"100231574\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-490b35f32e2ca58c0fccc0fe3692647a.png\" \/><\/section>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><span>https:\/\/deepmind.google\/discover\/blog\/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms\/<\/span><\/span><\/em><\/span><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u96c6\u667a\u4ff1\u4e50\u90e8\u5173\u4e8eAlphaEvolve\u7684\u62a5\u9053\uff1a<\/span><\/span><span style=\"font-size: 15px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247713203&amp;idx=1&amp;sn=2bd43cd936f0f14f9990f640d5044162&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">Nature\uff1aDeepMind\u53d1\u5e03\u91cd\u78c5\u901a\u7528\u79d1\u5b66\u4eba\u5de5\u667a\u80fd\u4f53<\/a><\/span><\/p>\n<\/blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>AlphaEvolve \u7cfb\u7edf\u672c\u8d28\u662f\u5728\u6a21\u62df\u751f\u7269\u8fdb\u5316\u7684\u8fc7\u7a0b\u6765\u4f18\u5316\u7a0b\u5e8f\u751f\u6210<\/span><span>\uff08\u56fe9\uff09<\/span><span>\u3002\u5176\u4e2d<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u63d0\u793a\u91c7\u6837\u5668<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08prompt sampler\uff09<\/span><span>\u5c31\u50cf\u662f\u201c\u73af\u5883\u9009\u62e9\u538b\u529b\u201d\uff0c\u5b83\u6839\u636e\u5f53\u524d\u6700\u4f18\u79c0\u7684\u7a0b\u5e8f\u6765\u6784\u9020\u65b0\u7684\u63d0\u793a\uff1b\u8bed\u8a00\u6a21\u578b\u5219\u5145\u5f53\u201c\u57fa\u56e0\u53d8\u5f02\u201d\u7684\u89d2\u8272\uff0c\u57fa\u4e8e\u8fd9\u4e9b\u63d0\u793a\u4ea7\u751f\u65b0\u7684\u7a0b\u5e8f\u53d8\u4f53\uff1b\u8bc4\u4f30\u5668\u76f8\u5f53\u4e8e\u201c\u81ea\u7136\u9009\u62e9\u201d\u673a\u5236\uff0c\u5224\u65ad\u54ea\u4e9b\u7a0b\u5e8f\u8868\u73b0\u66f4\u597d\uff1b\u800c\u7a0b\u5e8f\u6570\u636e\u5e93\u5c31\u662f\u201c\u57fa\u56e0\u5e93\u201d\uff0c\u4fdd\u5b58\u7740\u7ecf\u8fc7\u7b5b\u9009\u7684\u4f18\u79c0\u7a0b\u5e8f\uff0c\u5e76\u901a\u8fc7\u8fdb\u5316\u7b97\u6cd5\u51b3\u5b9a\u54ea\u4e9b\u201c\u57fa\u56e0\u201d<\/span><span>\uff08\u7a0b\u5e8f\uff09<\/span><span>\u5e94\u8be5\u88ab\u4f20\u9012\u5230\u4e0b\u4e00\u4ee3\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.625\" data-type=\"png\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"1232\" data-height=\"770\" data-backw=\"562\" data-backh=\"351\" data-imgfileid=\"100231576\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-666370de2f89636e70a57261a7b836c8.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mchqfw0a1f47\" data-pm-slice=\"0 0 []\"><span><em><span><span style=\"font-style: normal\">\u56fe9 AlphaEvolve \u63d0\u793a\u91c7\u6837\u5668\u7684\u5de5\u4f5c\u6d41\u7a0b\uff1a\u9996\u5148\u7ed9\u8bed\u8a00\u6a21\u578b\u7ec4\u88c5\u63d0\u793a\uff0c\u7136\u540e\u8bed\u8a00\u6a21\u578b\u751f\u6210\u65b0\u7684\u7a0b\u5e8f\u3002\u8fd9\u4e9b\u7a0b\u5e8f\u7531\u8bc4\u4f30\u5668\u8fdb\u884c\u8bc4\u4f30\u5e76\u5b58\u50a8\u5728\u7a0b\u5e8f\u6570\u636e\u5e93\u4e2d\u3002\u8be5\u6570\u636e\u5e93\u5b9e\u73b0\u4e86\u4e00\u79cd\u8fdb\u5316\u7b97\u6cd5\uff0c\u7528\u4e8e\u786e\u5b9a\u54ea\u4e9b\u7a0b\u5e8f\u5c06\u88ab\u7528\u4e8e\u672a\u6765\u7684\u63d0\u793a\u751f\u6210\u3002<\/span><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><em><span><br \/><\/span><\/em><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7531\u6b64\u53ef\u89c1\uff0cAlphaEvolve \u7684\u51fa\u73b0\u5df2\u7ecf\u5411AGS\u8fc8\u51fa\u4e86\u91cd\u8981\u4e00\u6b65\uff0c\u5b83\u5df2\u7ecf\u76f8\u5f53\u4e8e\u8fbe\u5230\u4e86\u7f3a\u4e4f\u7269\u7406\u548c\u5b9e\u9a8c\u64cd\u4f5c\u7684AGS\u5927\u7ea63-4\u7ea7\u6c34\u5e73\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u603b\u4e4b\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>AGS\u4ee3\u8868\u4e86\u79d1\u5b66\u7814\u7a76\u5f7b\u5e95\u8f6c\u53d8\u7684\u91cd\u8981\u4e00\u6b65\u3002\u5c31\u50cf\u663e\u5fae\u955c\u548c\u671b\u8fdc\u955c\u5982\u4f55\u6269\u5c55\u4e86\u6211\u4eec\u89c2\u5bdf\u5fae\u89c2\u548c\u5b8f\u89c2\u4e16\u754c\u7684\u80fd\u529b\uff0c\u8fd9\u4e9b\u81ea\u4e3b\u7cfb\u7edf\u53ef\u80fd\u4f1a\u6269\u5c55\u6211\u4eec\u8fdb\u884c\u79d1\u5b66\u63a2\u7d22\u7684\u8303\u56f4\u548c\u901f\u5ea6<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u8fd9\u4e0d\u4ec5\u662f\u79d1\u5b66\u5de5\u5177\u7684\u6f14\u53d8\uff0c\u66f4\u662f\u79d1\u5b66\u672c\u8eab\u7684\u8f6c\u53d8\u2014\u2014\u5c06\u79d1\u5b66\u63a2\u7d22\u7684\u8fb9\u754c\u63a8\u5411\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u5f00\u521b\u66f4\u9ad8\u6548\u3001\u66f4\u5177\u521b\u65b0\u6027\u7684\u79d1\u5b66\u7814\u7a76\u65b9\u6cd5\uff0c\u8d85\u8d8a\u5f53\u524d\u9650\u5236\uff0c\u6700\u7ec8\u52a0\u901f\u6574\u4e2a\u4eba\u7c7b\u6587\u660e\u7684\u8fdb\u6b65\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span data-mpa-action-id=\"mchq82zx1ea5\" style=\"font-size: 15px\"><\/span><\/section>\n<section data-mpa-action-id=\"mchq99y41bb4\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u6587\u4e3a\u79d1\u666e\u4e2d\u56fd\u521b\u4f5c\u57f9\u80b2\u8ba1\u5212\u4f5c\u54c1<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f5c\u8005\uff1a\u5341\u4e09\u7ef4<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5ba1\u6838\uff1a\u5f20\u6c5f \u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u51fa\u54c1\uff1a\u4e2d\u56fd\u79d1\u534f\u79d1\u666e\u90e8<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u76d1\u5236\uff1a\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u51fa\u7248\u793e\u6709\u9650\u516c\u53f8\u3001\u5317\u4eac\u4e2d\u79d1\u661f\u6cb3\u6587\u5316\u4f20\u5a92\u6709\u9650\u516c\u53f8<\/span><\/span><\/p>\n<\/blockquote>\n<section data-mpa-action-id=\"m9qvj8m51f0b\" style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 17px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;line-height: 1.75em;text-align: center\"><img alt=\"image12.png\" class=\"rich_pages wxw-img\" data-ratio=\"0.6487935656836461\" data-type=\"png\" data-w=\"746\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: bottom;width: 207px !important;height: auto !important\" data-imgfileid=\"100228125\" src=\"\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.544px;font-size: 14px;, Arial, sans-serif\" data-pm-slice=\"7 2 []\">\n<section><span><strong><span style=\"font-size: 15px\"><span style=\"letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; color: rgb(136, 136, 136); font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif; font-size: 14px; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<\/section>\n<section style=\"margin-top: 10px;margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;text-align: center;justify-content: center\">\n<section style=\"width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin-bottom: -15px\">\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p><strong><span>AI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\u7814\u8ba8\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.544px;font-size: 14px;, Arial, sans-serif\"><span><strong><span style=\"font-size: 15px\"><span style=\"letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; color: rgb(136, 136, 136); font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif; font-size: 14px; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 24px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\" data-pm-slice=\"0 0 []\"><span style=\"letter-spacing: 0.544px;font-size: 15px\">\u751f\u547d\u79d1\u5b66\u4e0e\u533b\u5b66\u9886\u57df\u6b63\u7ecf\u5386\u7740\u6df1\u523b\u7684\u667a\u80fd\u9769\u547d\u3002\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u6280\u672f\u5feb\u901f\u53d1\u5c55\uff0c\u6b63\u5728\u63a8\u52a8\u5f62\u6210\u8ba1\u7b97\u533b\u5b66\uff08Computational Medicine\uff09\u65b0\u8303\u5f0f\uff0c\u4e3a\u7cbe\u51c6\u533b\u7597\u3001\u75be\u75c5\u8bca\u65ad\u548c\u5065\u5eb7\u7ba1\u7406\u5f00\u8f9f\u5168\u65b0\u8def\u5f84\u3002AI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u5728\u81ea\u4e3b\u63a2\u7d22\u3001\u8de8\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u3001\u4e2a\u4f53\u5efa\u6a21\u4e0e\u6570\u5b57\u5b6a\u751f\u7b49\u65b9\u9762\u5feb\u901f\u53d1\u5c55\uff0c\u7136\u800c\u8de8\u5b66\u79d1\u5408\u4f5c\u4e0e\u65b9\u6cd5\u8bba\u6574\u5408\u4ecd\u662f\u91cd\u8981\u6311\u6218\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 24px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\" data-pm-slice=\"0 0 []\"><span style=\"letter-spacing: 0.544px;font-size: 15px\">\u4e3a\u6b64\uff0cDAMO\u5f00\u53d1\u8005\u77e9\u9635\uff08\u7531\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662\u548c\u4e2d\u56fd\u4e92\u8054\u7f51\u534f\u4f1a\u8054\u5408\u53d1\u8d77\uff09\u4e0e\u96c6\u667a\u4ff1\u4e50\u90e8\u5171\u540c\u4e3b\u529e<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u201cAI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\uff1a\u4ece\u79d1\u5b66\u53d1\u73b0\u5230\u6570\u5b57\u5b6a\u751f\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a<\/a>\uff0c\u9080\u8bf7\u591a\u4f4d\u56fd\u5185\u5916\u524d\u6cbf\u5b66\u8005\u4e0e\u4e1a\u754c\u4e13\u5bb6\u5206\u4eab\u4ea4\u6d41\u3002\u7cfb\u5217\u7814\u8ba8\u4f1a\u5c06\u7cfb\u7edf\u68b3\u7406\u8ba1\u7b97\u533b\u5b66\u4e0eAI\u4ea4\u53c9\u9886\u57df\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u81ea2025\u5e747\u67086\u65e5\uff08\u5468\u65e5\uff09\u5f00\u59cb\uff0c\u51715\u5927\u8bae\u9898\u5206\u4eab\u4e0e\u8ba8\u8bba\u3002\u6b22\u8fce\u76f8\u5173\u7814\u7a76\u3001\u5e94\u7528\u9886\u57df\u7684\u670b\u53cb\u62a5\u540d\u53c2\u52a0\uff0c\u5171\u540c\u63a8\u52a8\u751f\u547d\u79d1\u5b66\u4e0e\u533b\u7597\u5065\u5eb7\u7684\u667a\u80fd\u672a\u6765\uff01<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 24px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\" data-pm-slice=\"0 0 []\"><span style=\"letter-spacing: 0.544px;font-size: 15px\">\u672c\u6d3b\u52a8\u514d\u8d39\u62a5\u540d\uff0c\u5b9e\u884c\u5ba1\u6838\u5165\u7fa4\u5236\uff0c\u8bf7\u586b\u5199\u4fe1\u606f\u540e\u5165\u7fa4\u53c2\u4e0e\u4ea4\u6d41\u5e76\u83b7\u5f97\u6bcf\u671f\u6d3b\u52a8\u4fe1\u606f\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 24px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em;text-align: center\" data-pm-slice=\"0 0 []\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"1.837037037037037\" data-w=\"1080\" style=\"width: 562px;height: auto !important\" src=\"\" \/><\/span><\/a><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px\" data-pm-slice=\"3 3 []\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px 8px 5px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgb(63, 63, 63);font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u8be6\u60c5\u8bf7\u89c1\uff1a<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\u7814\u8ba8\u4f1a\u5f00\u542f\u62a5\u540d\uff1a\u4ece\u79d1\u5b66\u53d1\u73b0\u5230\u6570\u5b57\u5b6a\u751f<\/a><\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;text-align: center;justify-content: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin: 0px 0px -15px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 10px;max-width: 100%;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;clear: both;min-height: 1em;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u52a9\u7406\u6559\u6388\u674e\u6c38\u9732\u3001\u94f6\u6cb3\u901a\u7528\u673a\u5668\u4eba\u5408\u4f19\u4eba\u53f2\u96ea\u677e\u3001\u5357\u4eac\u5927\u5b66LAMDA\u7ec4\u535a\u58eb\u751f\u9648\u96c4\u8f89\u3001\u9999\u6e2f\u5927\u5b66\u5728\u8bfb\u535a\u58eb\u751f\u7a46\u5c27\uff0c\u5171\u540c\u53d1\u8d77\u9996\u5b63<a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247705641&amp;idx=1&amp;sn=596c47f8e1db38a8a56c4abebffd0e10&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u5177\u8eab\u667a\u80fd\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u8ba1\u5212\u91c7\u7528\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\u7684\u5c42\u7ea7\u7ed3\u6784\uff0c\u63a2\u8ba8\u56db\u4e2a\u6838\u5fc3\u6a21\u5757\uff1a\u786c\u4ef6\u7cfb\u7edf\uff08\u673a\u5668\u4eba\u672c\u4f53\u8bbe\u8ba1\uff09\uff0c\u6570\u636e\u3001\u4eff\u771f\u73af\u5883\u4e0eBenchmark\uff0c\u673a\u5668\u4eba\u5b66\u4e60\uff0c\u5177\u4f53\u573a\u666f\u4efb\u52a1\u3002\u5e0c\u671b\u901a\u8fc7\u91cd\u70b9\u8ba8\u8bba\u7ecf\u5178\u3001\u524d\u6cbf\u7684\u91cd\u8981\u6587\u732e\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u597d\u5730\u5b66\u4e60\u673a\u5668\u4eba\u4e0e\u5177\u8eab\u667a\u80fd\u6280\u672f\u524d\u6cbf\u6280\u672f\uff0c\u4e3a\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u548c\u5e94\u7528\u63d0\u4f9b\u6d1e\u89c1\u3002<\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.034em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.578px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin-right: 8px;margin-left: 8px;outline: 0px;font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;font-family: mp-quote, &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.034em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;font-size: 15px;letter-spacing: 0.578px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;color: rgb(136, 136, 136);letter-spacing: 0.578px;text-decoration: none solid rgb(136, 136, 136);&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\">\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501\u56de\u653e\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/span><\/span><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.544px;width: 100%\"><span class=\"js_jump_icon h5_image_link\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: bottom;overflow: hidden\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5712962962962963\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" data-backw=\"562\" data-backh=\"321\" data-imgfileid=\"100222126\" src=\"\" \/><\/span><\/span><\/span><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/strong><\/span><\/section>\n<p style=\"margin: 0px 8px 5px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;font-size: 14px;, Arial, sans-serif\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u8be6\u60c5\u8bf7\u89c1\uff1a<a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247705641&amp;idx=1&amp;sn=596c47f8e1db38a8a56c4abebffd0e10&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8d70\u5411\u73b0\u5b9e\u4e16\u754c\u7684\u4e0b\u4e00\u4ee3AI\u7cfb\u7edf<\/a><\/span><\/span><\/p>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><strong style=\"letter-spacing: 0.544px;font-size: 16px;text-align: center;, Arial, sans-serif\"><strong style=\"text-align: left;font-family: PingFangSC-light;letter-spacing: 0.544px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><span>1.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247705664&amp;idx=2&amp;sn=a33f983a49c1e9363176268aaffc9a7b&amp;scene=21#wechat_redirect\" data-itemshowtype=\"11\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u5f20\u6c5f\uff1a\u4e3a\u4ec0\u4e48\u89c4\u6a21\u6cd5\u5219\u662f\u89e3\u8bfb\u4e16\u754c\u7684\u91cd\u8981\u5de5\u5177\uff1f<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>2.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247677699&amp;idx=1&amp;sn=c22620be9ac74af0a66e5c5f24e71614&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u4f60\u7684\u516c\u53f8\u6709\u6ca1\u6709\u504f\u79bb\u89c4\u6a21\u6cd5\u5219\uff1f\u4e2d\u7f8e\u5bf9\u6bd4\u3001\u4f01\u4e1a\u8bc4\u4f30\u4e0e\u751f\u957f\u9884\u6d4b<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong style=\"letter-spacing: 0.544px\"><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>3.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247704142&amp;idx=2&amp;sn=da421be3bb4b93a4b1ee9ac78cdbb751&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u79d1\u5b66\u4ea4\u6d41\u7684\u6700\u4f73\u7fa4\u4f53\u89c4\u6a21\uff0c\u4e3a\u4ec0\u4e48\u662f\u4e24\u4e2a\u4eba\uff1f<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><\/strong><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">4.&nbsp;<\/span><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710871&amp;idx=1&amp;sn=f572fc0ff9abbc6b32185b835ed39122&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/a><\/span><\/strong><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">5.&nbsp;<\/span><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/section>\n<p style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\">6.&nbsp;<\/span><\/strong><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710237&amp;idx=3&amp;sn=58ef1bd72e608f0778d03e8f271520c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&amp;\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><span style=\"margin:0px;padding:0px;max-width:100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong data-pm-slice=\"0 0 []\" style=\"margin:0px;padding:0px;max-width:100%;, Arial, sans-serif;font-size:14px;font-style:normal;text-align:justify;text-indent:0px;text-transform:none;letter-spacing:0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"text-decoration: none\">7.<\/span><\/span><\/strong><\/strong><\/span><span style=\"margin:0px;padding:0px;max-width:100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong data-pm-slice=\"0 0 []\" style=\"margin:0px;padding:0px;max-width:100%;, Arial, sans-serif;font-size:14px;font-style:normal;text-align:justify;text-indent:0px;text-transform:none;letter-spacing:0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"text-decoration: none\">&nbsp;<\/span><\/span><\/strong><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong data-pm-slice=\"0 0 []\" style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714367&amp;idx=1&amp;sn=a53ea91c122b2f82d5e0840d521d24a6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u7cfb\u7edf\u79d1\u5b66\u524d\u6cbf\u5341\u8bb2\uff1a\u7406\u89e3\u81ea\u7136\u3001\u751f\u547d\u4e0e\u793e\u4f1a\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/strong><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span style=\", Arial, sans-serif;font-size: 15px;letter-spacing: 0.578px;text-indent: 0em\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em;margin-left: 0px;margin-right: 0px\"><span style=\"text-indent: 0em;font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left\"><span>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<\/span><span><strong><span style=\"font-size: 15px\"><span style=\"letter-spacing: 0.544px;font-size: 15px\"><span style=\"font-family: PingFangSC-light;font-size: 15px;font-style: normal;font-weight: 700;letter-spacing: 0.544px;text-align: left;text-indent: 0px;text-transform: none;float: none\" data-pm-slice=\"0 0 []\"><span>\u62a5\u540d\u7cfb\u5217\u7814\u8ba8\u4f1a<\/span><\/span><\/span><\/span><\/strong><\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u4eba\u7c7b\u77e5\u8bc6\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u7206\u70b8\uff0c\u79d1\u5b66\u667a\u80fd\u3001\u5c24\u5176\u662fAI\u79d1\u5b66\u5bb6\u7684\u53d1\u5c55\u6b63\u5728\u8fc5\u901f\u6539\u53d8\u4eba\u7c7b\u79d1\u7814\u8303\u5f0f\u548c\u7248\u56fe\u3002\u5728\u8fd9\u573a\u79d1\u5b66\u7814\u7a76\u9769\u547d\u7684\u524d\u591c\uff0c\u4e00\u7fa4\u6765\u81ea\u591a\u4f26\u591a\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u3001\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u7b49\u9876\u5c16\u673a\u6784\u7684\u7814\u7a76\u8005\u4eec\uff0c\u53d1\u8868\u4e86\u4e00\u7bc7\u5bcc\u6709\u8fdc\u89c1\u7684\u8bba\u6587\u300aScaling Laws in Scientific Discovery wit&#8230;<\/p>\n","protected":false},"author":0,"featured_media":61524,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/61542"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=61542"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/61542\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/61524"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=61542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=61542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=61542"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=61542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}