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<\/a><\/p>\n

\u7f16\u8f91\u00a0|\u00a0ScienceAI<\/p>\n

\u7531\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u63d0\u51fa\u7684 VirSci\uff08Virtual Scientists\uff09\u7cfb\u7edf\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLM\uff09\u7684\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5e73\u53f0\uff0c\u4e13\u6ce8\u4e8e\u6a21\u62df\u79d1\u5b66\u5bb6\u56e2\u961f\u7684\u5408\u4f5c\u8fc7\u7a0b\uff0c\u4ece\u800c\u52a0\u901f\u79d1\u7814\u521b\u65b0\u3002<\/p>\n

\u4e0d\u540c\u4e8e\u4ee5\u5f80\u7684\u5355\u667a\u80fd\u4f53\u7cfb\u7edf\uff0cVirSci \u901a\u8fc7\u4f7f\u7528\u771f\u5b9e\u79d1\u5b66\u5bb6\u7684\u6570\u636e\u6765\u6a21\u62df\u79d1\u5b66\u56e2\u961f\u7684\u591a\u4eba\u534f\u4f5c\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u901a\u8fc7\u56e2\u961f\u6210\u5458\u7684\u5408\u4f5c\u8ba8\u8bba\u6765\u751f\u6210\u66f4\u5177\u521b\u65b0\u6027\u548c\u5f71\u54cd\u529b\u7684\u79d1\u7814\u60f3\u6cd5\uff0c\u8fd8\u5c55\u73b0\u51fa\u4f5c\u4e3a\u300c\u79d1\u5b66\u5b66\u300d\uff08Science
\nof Science\uff09\u7814\u7a76\u5de5\u5177\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/p>\n

\u8be5\u7814\u7a76\u4ee5\u300cTwo Heads Are Better Than One: A Multi-Agent System Has the Potential to Improve Scientific Idea Generation<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2024 \u5e74 10 \u6708 12 \u65e5\u53d1\u5e03\u5728 arXiv<\/em>\u00a0 \u9884\u5370\u5e73\u53f0\u3002<\/p>\n

<\/a><\/p>\n

\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2410.09403<\/em><\/p>\n

VirSci\u00a0\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/mark><\/strong><\/p>\n

VirSci \u7684\u6838\u5fc3\u5de5\u4f5c\u6d41\u7a0b\u4e3b\u8981\u5206\u4e3a\u4e94\u4e2a\u6838\u5fc3\u6b65\u9aa4\uff1a\u56e2\u961f\u6210\u5458\u9009\u62e9\u3001\u7814\u7a76\u4e3b\u9898\u8ba8\u8bba\uff0c\u5230 Idea \u751f\u6210\u3001\u521b\u65b0\u6027\u8bc4\u4f30\u548c\u6458\u8981\u751f\u6210\u3002<\/p>\n

VirSci \u6839\u636e\u771f\u5b9e\u5b66\u672f\u6570\u636e\uff0c\u4e3a\u6bcf\u4f4d\u667a\u80fd\u4f53\u914d\u5907\u4e86\u72ec\u7acb\u7684\u79d1\u7814\u80cc\u666f\u4fe1\u606f\uff0c\u901a\u8fc7\u8de8\u9886\u57df\u7684\u56e2\u961f\u5408\u4f5c\u3001\u76f8\u4e92\u542f\u53d1\u3001\u77e5\u8bc6\u8865\u5145\uff0c\u4ece\u800c\u6fc0\u53d1\u51fa\u66f4\u591a Idea\u3002<\/p>\n

\u5728\u79d1\u7814\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0cVirSci \u8fd8\u4f1a\u57fa\u4e8e\u8ba8\u8bba\u5185\u5bb9\u67e5\u627e\u5e76\u9605\u8bfb\u8bba\u6587\u6765\u4e0d\u65ad\u8c03\u6574\uff0c\u6700\u7ec8\u751f\u6210\u6709\u521b\u65b0\u6027\u7684\u79d1\u7814\u60f3\u6cd5\u548c\u5185\u5bb9\u3002<\/p>\n

<\/a><\/p>\n

VirSci \u7cfb\u7edf\u5728\u521b\u65b0\u6027\u548c\u5f71\u54cd\u529b\u4e0a\u7684\u63d0\u5347<\/strong><\/p>\n

\u4e3a\u4e86\u9a8c\u8bc1 VirSci \u5728\u79d1\u7814\u521b\u65b0\u4e0a\u7684\u4f18\u52bf\uff0cVirSci \u7814\u7a76\u56e2\u961f\u5c06\u5176\u751f\u6210\u7684\u79d1\u7814\u60f3\u6cd5\u4e0e\u76ee\u524d\u7684\u5355\u667a\u80fd\u4f53\u00a0SOTA\u00a0\u6a21\u578b\uff08AI Scientist\uff09\u6240\u751f\u6210\u7684\u8fdb\u884c\u4e86\u5bf9\u6bd4\u5206\u6790\u3002\u7ed3\u679c\u663e\u793a\uff0cVirSci \u5728\u521b\u65b0\u6027\u548c\u5f71\u54cd\u529b\u4e0a\u7684\u8868\u73b0\u5747\u663e\u8457\u4f18\u4e8e AI Scientist\u3002<\/p>\n

\u5177\u4f53\u800c\u8a00\uff0cVirSci \u7cfb\u7edf\u751f\u6210\u7684\u7814\u7a76\u6458\u8981\u5728\u300c\u65b0\u9896\u6027(CD)\u300d\u548c\u300c\u5f71\u54cd\u529b(CI)\u300d\u4e24\u65b9\u9762\u5747\u8868\u73b0\u7a81\u51fa\uff0c\u65e2\u80fd\u8d34\u8fd1\u5f53\u524d\u5b66\u672f\u8d8b\u52bf\uff08\u5373 CD \u4f4e\uff09\uff0c\u53c8\u5177\u5907\u8f83\u9ad8\u7684\u6f5c\u5728\u5f15\u7528\u5f71\u54cd\u529b\uff08\u5373 CI \u9ad8\uff09\u3002<\/p>\n

\u6b64\u5916\uff0c\u5728 AI Scientist \u4e2d\u63d0\u51fa\u7684\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u8bc4\u4ef7\u6307\u6807\uff08LLM Review Score\uff09\u4e0a\uff0cVirSci \u4e5f\u5c55\u73b0\u51fa\u4f18\u52bf\uff0c\u8fd9\u8bf4\u660e\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6a21\u5f0f\u5bf9\u63d0\u5347\u79d1\u7814\u521b\u65b0\u6027\u5177\u6709\u79ef\u6781\u4f5c\u7528\u3002<\/p>\n

<\/a><\/p>\n

\u9762\u5411\u672a\u6765\u7684\u79d1\u5b66\u5b66\u9886\u57df\u5e94\u7528<\/strong><\/p>\n

VirSci \u7cfb\u7edf\u4e0d\u4ec5\u9650\u4e8e\u52a0\u901f\u79d1\u7814\u521b\u65b0\uff0c\u5b83\u8fd8\u5c55\u73b0\u51fa\u5728\u79d1\u5b66\u5b66\uff08Science of Science\uff09\u7814\u7a76\u9886\u57df\u4e2d\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5b9e\u9a8c\u63a2\u7a76\u4e86 VirSci \u7cfb\u7edf\u4e2d\u7684\u56e2\u961f\u6784\u6210\u5bf9\u521b\u65b0\u6027\u7684\u5f71\u54cd\uff0c\u7814\u7a76\u5185\u5bb9\u4e3b\u8981\u5305\u62ec VirSci \u7cfb\u7edf\u4e2d\u7684\u4e0d\u540c\u56e2\u961f\u89c4\u6a21\u3001\u8ba8\u8bba\u8f6e\u6b21\u3001\u56e2\u961f\u65b0\u9c9c\u5ea6\u548c\u7814\u7a76\u591a\u6837\u6027\u5bf9\u6700\u7ec8\u751f\u6210\u7ed3\u679c\u7684\u5f71\u54cd\u3002<\/p>\n

\u5728\u4e0d\u540c\u56e2\u961f\u89c4\u6a21\u4e0e\u4e0d\u540c\u8ba8\u8bba\u8f6e\u6570\u7684\u5b9e\u9a8c\u4e2d\uff0c\u4e3a\u4e86\u786e\u4fdd\u6bd4\u8f83\u7684\u516c\u5e73\u6027\uff0c\u4e0d\u540c\u56e2\u961f\u6784\u6210\u7684\u5b9e\u9a8c\u90fd\u5728\u76f8\u540c\u7684\u63a8\u7406\u6d88\u8017\u4e0b\u8fdb\u884c\u6bd4\u8f83\uff08\u603b\u7684\u63a8\u7406\u8f6e\u6570\u76f8\u540c\uff09\u3002<\/p>\n

\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u9002\u5f53\u7684\u56e2\u961f\u89c4\u6a21\u548c\u8ba8\u8bba\u8f6e\u6570\u80fd\u591f\u663e\u8457\u63d0\u5347\u521b\u65b0\u6027\u3002\u901a\u8fc7\u5bf9\u6bd4\u4e0d\u540c\u56e2\u961f\u89c4\u6a21\u548c\u4e0d\u540c\u8ba8\u8bba\u8f6e\u6b21\u7684\u5b9e\u9a8c\u7ed3\u679c\u53d1\u73b0\uff0c\u89c4\u6a21\u9002\u4e2d\u7684\u56e2\u961f\uff088\u4eba\uff09\u5728 5 \u8f6e\u8ba8\u8bba\u540e\u521b\u65b0\u6027\u8fbe\u5230\u6700\u9ad8\uff1b\u800c\u8fc7\u5927\u7684\u56e2\u961f\u89c4\u6a21\u6216\u8fc7\u591a\u7684\u8ba8\u8bba\u8f6e\u6b21\u53ef\u80fd\u5bfc\u81f4\u534f\u8c03\u56f0\u96be\u548c\u521b\u610f\u67af\u7aed\uff0c\u4ece\u800c\u964d\u4f4e\u521b\u65b0\u6027\u8868\u73b0\u3002<\/p>\n

<\/a><\/p>\n

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\u901a\u8fc7\u4fdd\u6301\u9002\u5ea6\u7684\u65b0\u9c9c\u5ea6\uff0c\u56e2\u961f\u4e0d\u4ec5\u80fd\u53d1\u6325\u5df2\u6709\u7684\u534f\u4f5c\u9ed8\u5951\uff0c\u8fd8\u80fd\u5728\u591a\u6837\u5316\u7684\u89c6\u89d2\u4e2d\u4ea7\u751f\u66f4\u591a\u65b0\u9896\u60f3\u6cd5\u3002<\/p>\n

<\/a><\/p>\n

\u6700\u540e\uff0c\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5b9e\u9a8c\u8003\u5bdf\u4e86 VirSci \u7cfb\u7edf\u4e2d\u56e2\u961f\u6210\u5458\u5728\u7814\u7a76\u80cc\u666f\u4e0a\u7684\u591a\u6837\u6027\u5bf9\u7ed3\u679c\u521b\u65b0\u6027\u7684\u5f71\u54cd\u3002<\/p>\n

\u5b9e\u9a8c\u663e\u793a\uff0c4 \u4eba\u56e2\u961f\u4e0e 8 \u4eba\u56e2\u961f\u5206\u522b\u5728 50% \u548c 75% \u7684\u591a\u6837\u6027\u6c34\u5e73\u65f6\uff0c\u751f\u6210\u7684\u79d1\u7814\u60f3\u6cd5\u5c55\u73b0\u51fa\u8f83\u6700\u9ad8\u7684\u521b\u65b0\u6027\u548c\u5f71\u54cd\u529b\uff0c\u8fd9\u8868\u660e\u9002\u5f53\u7684\u5b66\u79d1\u591a\u6837\u6027\u6709\u52a9\u4e8e\u6fc0\u53d1\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u7684\u8de8\u9886\u57df\u4e92\u52a8\uff0c\u4ece\u800c\u5e26\u6765\u66f4\u5177\u5f71\u54cd\u529b\u7684\u79d1\u7814\u6210\u679c\u3002<\/p>\n

<\/a><\/p>\n

\u7acb\u5373\u4f53\u9a8c VirSci<\/strong><\/p>\n

VirSci \u73b0\u5df2\u5f00\u653e\u4f9b\u79d1\u7814\u4eba\u58eb\u8bd5\u7528\u3002\u901a\u8fc7\u8fd9\u4e2a\u5e73\u53f0\uff0c\u60a8\u5c06\u80fd\u591f\u4f53\u9a8c\u5230\u4e00\u4e2a\u7531\u667a\u80fd\u4f53\u56e2\u961f\u652f\u6301\u7684\u3001\u5145\u6ee1\u521b\u9020\u529b\u7684\u79d1\u7814\u521b\u65b0\u73af\u5883\u3002\u6b22\u8fce\u6765\u81ea\u5404\u754c\u7684\u79d1\u7814\u4eba\u5458\u524d\u6765\u4f53\u9a8c VirSci\uff0c\u611f\u53d7\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7cfb\u7edf\u5728\u5b66\u672f\u521b\u65b0\u52a0\u901f\u4e2d\u7684\u5f3a\u5927\u6f5c\u529b\uff01<\/p>\n

Github\uff1ahttps:\/\/github.com\/open-sciencelab\/Social_Science<\/em><\/p>\n

\u9879\u76ee\u7f51\u9875\uff1ahttps:\/\/open-sciencelab.github.io\/Social_Science\/<\/em><\/p>\n

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