{"id":43662,"date":"2023-07-10T20:27:31","date_gmt":"2023-07-10T12:27:31","guid":{"rendered":"https:\/\/swarma.org\/?p=43662"},"modified":"2023-07-10T20:27:31","modified_gmt":"2023-07-10T12:27:31","slug":"%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%ef%bc%9a%e5%85%b3%e4%ba%8e%e8%a1%8c%e5%8a%a8%e7%9a%84%e6%99%ba%e8%83%bd-%e4%bf%9e%e6%89%ac","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=43662","title":{"rendered":"\u5f3a\u5316\u5b66\u4e60\uff1a\u5173\u4e8e\u884c\u52a8\u7684\u667a\u80fd | \u4fde\u626c"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);visibility: visible;margin-bottom: 0px;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);visibility: 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powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" 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1em;max-width: 100%;line-height: 1.75em;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><br  \/><\/section>\n<section style=\"margin: 0px;padding: 0px;clear: both;min-height: 1em;max-width: 100%;line-height: 1.75em;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><br  \/><\/section>\n<\/section>\n<section style=\"margin-bottom: 0px;white-space: normal;\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\">\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 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0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\"><span style=\"outline: 0px;font-size: 15px;\">\u4eba\u5de5\u667a\u80fd\u7684\u91cd\u8981\u5206\u652f\u2014\u2014\u673a\u5668\u5b66\u4e60<\/span><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 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63);\">\u5982\u679c\u6211\u4eec\u5e0c\u671b\u4ed6\u80fd\u8bb2\u5f97\u66f4\u50cf\u4eba\u8bdd\uff0c\u5c31\u8981\u7528\u5230\u4e0b\u4e00\u6b65\u7684\u6280\u672f\u2014\u2014\u76d1\u7763\u5b66\u4e60\uff0c\u4ece\u56fe\u7684\u5de6\u534a\u8fb9\u6765\u770b\uff0c\u5b83\u597d\u50cf\u5177\u5907\u4e86\u4e00\u5f20\u6709\u70b9\u50cf\u4eba\u8138\u7684\u56fe\u50cf\uff0c\u4f46\u662f\u8fd9\u6837\u7684\u56fe\u50cf\u5f80\u5f80\u4f9d\u65e7\u4e0d\u80fd\u8fbe\u5230\u6211\u4eec\u7684\u9884\u671f\uff0c\u6240\u4ee5\u5728\u4ed6\u7684\u820c\u5934\u4e0a\u53c8\u5410\u51fa\u6765\u4e00\u4e2a\u4e56\u5de7\u7684\u5c0f\u7cbe\u7075\uff0c\u5c0f\u7cbe\u7075\u4ee3\u8868\u4e00\u79cd\u53eb\u505a\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60\u7684\u6280\u672f\uff0c\u4e5f\u5c31\u662f\u56fe\u4e2d\u5199\u7684RLHF<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Reinforcement Learning from Human Feedback\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 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style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 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style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-bottom: 0px;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, &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;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);font-family: -apple-system, 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;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 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style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u4e5f\u662f\u6211\u81ea\u5df1\u5728\u9009\u62e9\u5f3a\u5316\u5b66\u4e60\u4f5c\u4e3a\u7814\u7a76\u65b9\u5411\u7684\u65f6\u5019\uff0c\u6700\u5438\u5f15\u6211\u7684\u4e00\u4e2a\u5730\u65b9\u2014\u2014\u5bf9\u5f3a\u5316\u5b66\u4e60\u7684\u7814\u7a76\uff0c\u975e\u5e38\u7c7b\u4f3c\u4e8e\u751f\u7269\u5728\u6240\u5904\u73af\u5883\u4e2d\u6240\u9762\u4e34\u7684\u60c5\u51b5\uff0c\u5b83\u5e76\u4e0d\u662f\u9760\u4eba\u7ed9\u5b83\u4e00\u4e9b\u6709\u6807\u8bb0\u7684\u6570\u636e\uff0c\u800c\u662f\u8981<strong>\u50cf\u751f\u7269\u4e00\u6837\u53bb\u63a2\u7d22\u73af\u5883\uff0c\u627e\u5230\u81ea\u5df1\u80fd\u591f\u6d3b\u4e0b\u53bb\u7684\u65b9\u5f0f\u7684\u667a\u80fd<\/strong>\u3002<\/span><\/section>\n<section style=\"margin-right: 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style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;text-align: center;line-height: 1.75em;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.4259927797833935\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"554\" src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-dd43c13312a43c28d2ef5488027b655e.jpeg\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-align: center;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u5f3a\u5316\u5b66\u4e60\u8fc7\u7a0b\uff1a\u4ece\u8bd5\u9519\u4e2d\u5b66\u4e60<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 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63);\">\u76f8\u6bd4\u4e8e2016\u5e74\u7248\u672c\u7684AlphaGo\u91cc\u9762\u4f7f\u7528\u4e86\u5927\u91cf\u7684\u4eba\u5de5\u7f16\u7801\u548c\u4eba\u5de5\u6570\u636e\uff0c2018\u5e74\u63a8\u51fa\u7684Alphazero\uff0c\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u91cc\u5bf9\u4e8e\u4eba\u5de5\u7f16\u7801\u7684\u4f9d\u8d56\u5c31\u8d8a\u6765\u8d8a\u5c11\uff0c\u800c\u4e14\u5b8c\u5168\u629b\u5f03\u4e86\u4eba\u5de5\u7684\u6570\u636e\uff0c\u5b8c\u5168\u8ba9\u667a\u80fd\u4f53\u81ea\u5df1\u4ece\u5934\u6765\u5b66\u3002\u5f88\u5feb\u5b83\u4e5f\u80fd\u5b66\u4f1a\uff0c\u4e0d\u4ec5\u4f1a\u5b66\u56f4\u68cb\uff0c\u8fd8\u53ef\u4ee5\u5b66\u5176\u4ed6\u68cb\u30022019\u5e74\uff0c\u5728\u76ee\u524d\u6700\u590d\u6742\u7684\u6e38\u620f\u4e4b\u4e00\u2014\u2014\u661f\u9645\u4e89\u9738\u4e0a\uff0cAlphaStar\u8fbe\u5230\u4e86\u4eba\u7c7b\u524d1%\u7684\u4e13\u5bb6\u7684\u6c34\u5e73\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section 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63);\">\u56de\u5230\u6211\u4eec\u7684\u8bed\u8a00\u6a21\u578b\u4e0a\u9762\u6765\uff0c<strong>\u5f3a\u5316\u5b66\u4e60\u662f\u600e\u4e48\u8ba9\u6211\u4eec\u7684\u8bed\u8a00\u6a21\u578b\u53d8\u5f97\u66f4\u597d\u5462<\/strong>\uff1f\u5176\u5b9e\u5728\u8bed\u8a00\u6a21\u578b\u91cc\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u63d0\u95ee\uff0c\u53ef\u4ee5\u4ea7\u751f\u5404\u79cd\u4e0d\u540c\u7684\u56de\u7b54\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u95ee\u201c\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837\u201d\uff0c\u4ed6\u53ef\u80fd\u6709\u4e0d\u540c\u7684\u56de\u7b54\uff0c\u6211\u4eec\u5bf9\u8fd9\u4e9b\u56de\u7b54\u7ed9\u4e00\u4e2a\u4eba\u7c7b\u7684\u6392\u5e8f\u548c\u6253\u5206\uff0c\u5bf9\u4e8e\u56de\u7b54\u4e00\u53ef\u80fd\u53ea\u7ed910\u5206\uff0c\u56de\u7b54\u4e8c\u7ed950\u5206\uff0c\u56de\u7b54\u4e09\u7ed990\u5206\u3002\u4e8e\u662f\uff0c\u4ece\u7b54\u6848\u548c\u5f97\u5206\u4e2d\uff0c\u8ba1\u7b97\u673a\u53ef\u4ee5\u5f97\u5230\u4e00\u4e2a\u6253\u5206\u7684\u6a21\u578b\uff0c\u7136\u540e\uff0c\u5b83\u5c31\u53ef\u4ee5\u66ff\u4ee3\u4eba\u7c7b\u8fdb\u884c\u6392\u5e8f\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;text-align: center;line-height: 1.75em;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.43501805054151627\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"554\" src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-9416de14a95cc9b1e5bb2fd4cba564ff.jpeg\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-align: center;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u518d\u6bd4\u5982\u521a\u624d\u6211\u4eec\u8bb2\u7684\u5199\u4f5c\u6587\u8fd9\u4ef6\u4e8b\u60c5\uff0c\u8ba1\u7b97\u673a\u53ef\u4ee5\u5199\u4f5c\u6587\uff0c\u7136\u540e\u5f97\u5230\u4e00\u4e2a\u6253\u5206\uff0c\u53ea\u4e0d\u8fc7\u8fd9\u91cc\u7684\u6253\u5206\u662f\u7531\u6253\u5206\u6a21\u578b\u4ece\u4eba\u7c7b\u7684\u6570\u636e\u91cc\u9762\u6765\u5b66\u4f1a\u7684\uff0c\u8fd9\u6837\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u628a\u8fd9\u4e2a\u8bed\u8a00\u6a21\u578b\u5f53\u6210\u662f\u667a\u80fd\u4f53\uff0c\u5b83\u7684\u6bcf\u4e00\u4e2a\u884c\u52a8\u3001\u6bcf\u4e00\u4e2a\u8bcd\uff0c\u4e0d\u65ad\u7684\u5f80\u5916\u8f93\u51fa\uff0c\u540c\u65f6\u6211\u4eec\u4f1a\u5bf9\u5b83\u8bf4\u51fa\u8fd9\u4e2a\u53e5\u5b50\u8fdb\u884c\u4e00\u4e2a\u6253\u5206\uff0c\u7528\u5f3a\u5316\u5b66\u4e60\u7684\u6280\u672f\uff0c\u5c31\u4f1a\u4f7f\u5f97\u5b83\u81ea\u5df1\u53bb\u627e\u4ec0\u4e48\u6837\u7684\u8f93\u51fa\uff0c\u4f1a\u4ee4\u5f97\u5206\u5c3d\u53ef\u80fd\u7684\u9ad8\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u6837\u7684\u505a\u6cd5\u5c31\u4f7f\u5f97\u57fa\u4e8eGPT\u7684\u6a21\u578b\u57fa\u7840\u4e0a\u53d1\u5c55\u51fa\u4e86\u201cchat\u201d\u8fd9\u4e48\u4e00\u4e2a\u7528\u6765\u548c\u4eba\u804a\u5929\u7684\u6280\u672f\u3002\u8fd9\u6837\u4e00\u4e2a\u548c\u4eba\u804a\u5929\u7684\u7cfb\u7edf\uff0c\u5b83\u4e3b\u8981\u5173\u5fc3\u7684\u662f\u804a\u5929\u7684\u65f6\u5019\uff0c\u8bb2\u7684\u8bdd\u8981\u8bb2\u7684\u597d\uff0c\u4e0d\u8981\u8bb2\u51fa\u9519\u8bef\u7684\u8bdd\u51fa\u6765\u3002\u6240\u4ee5\u5b83\u7684\u6700\u540e\u4e00\u4e2a\u73af\u8282\u662f\u7528\u5f3a\u5316\u5b66\u4e60\uff0c\u8ba9\u5b83\u5c3d\u53ef\u80fd\u7684\u8f93\u51fa\u5f97\u5206\u9ad8\u7684\u4e00\u4e2a\u8bed\u8a00\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4eca\u5929\uff0c\u5f3a\u5316\u5b66\u4e60\u5728\u8bed\u8a00\u6a21\u578b\u91cc\u9762\u6b63\u5728\u53d1\u6325\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u9664\u4e86\u8ba9\u4eba\u6765\u7ed9\u6a21\u578b\u7684\u8f93\u51fa\u6253\u5206\u4ee5\u5916\uff0c\u5927\u6a21\u578b\u5176\u5b9e\u81ea\u5df1\u4e5f\u4f1a\u7ed9\u81ea\u5df1\u7684\u8f93\u51fa\u6765\u505a\u4e00\u4e2a\u8bc4\u5206\u3002\u5f53\u6211\u4eec\u628a\u8bc4\u5206\u66ff\u6362\u6210\u6a21\u578b\u81ea\u5df1\u8bc4\u5206\u4ee5\u540e\uff0c\u5b83\u5f00\u59cb\u81ea\u6211\u8fdb\u5316\u4e86\u2014\u2014\u81ea\u5df1\u5bf9\u81ea\u5df1\u7684\u8f93\u51fa\u6765\u8bc4\u5206\uff0c\u7136\u540e\u81ea\u5df1\u8c03\u6574\u81ea\u5df1\u7684\u8f93\u51fa\uff0c\u4f7f\u5f97\u5b83\u7684\u8bc4\u5206\u9010\u6e10\u589e\u52a0\uff0c\u8fd9\u6837\uff0c\u5927\u6a21\u578b\u53ef\u4ee5\u4e0d\u65ad\u7684\u8fdb\u5316\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u9664\u6b64\u4e4b\u5916\uff0c\u6211\u4eec\u5176\u5b9e\u66f4\u5e0c\u671b\u672a\u6765\u4eba\u5de5\u667a\u80fd\u7684\u6280\u672f\u80fd\u591f\u670d\u52a1\u4e8e\u6211\u4eec\u7684\u751f\u6d3b\u548c\u751f\u4ea7\uff0c\u6700\u597d\u7684\u670d\u52a1\u5c31\u662f\u5b83\u80fd\u591f\u771f\u6b63\u7684\u884c\u52a8\u8d77\u6765\uff0c\u6240\u4ee5\u8bf4\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u884c\u52a8\u80fd\u529b\uff0c\u5176\u5b9e\u4e5f\u662f\u5f3a\u5316\u5b66\u4e60\u7684\u4e3b\u8981\u8981\u89e3\u51b3\u7684\u95ee\u9898\u4e4b\u4e00\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f3a\u5316\u5b66\u4e60\u5e76\u4e0d\u662f\u4e00\u4e2a\u5df2\u7ecf\u53d1\u5c55\u5b8c\u5584\u7684\u9886\u57df\uff0c\u5b83\u5176\u5b9e\u8fd8\u6709\u5f88\u591a\u95ee\u9898\u9700\u8981\u89e3\u51b3\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u521a\u624d\u8bf4\u5230\u7684\u8bad\u7ec3\u4e00\u53ea\u72d7\u7684\u8fc7\u7a0b\uff0c\u5927\u6982\u53ea\u9700\u898110\u6b21\u5de6\u53f3\u7684\u8bad\u7ec3\uff0c\u4f46\u662f\u6211\u4eec\u4eca\u5929\u8bad\u7ec3\u4e00\u4e2a\u6a21\u578b\u53ef\u80fd\u9700\u8981\u4e0a\u5343\u4e07\u6b21\u3001\u751a\u81f3\u4e0a\u4ebf\u6b21\u7684\u8bad\u7ec3\uff0c\u6548\u7387\u8fdc\u8fdc\u6bd4\u52a8\u7269\u7684\u5b66\u4e60\u6548\u7387\u8981\u4f4e\u3002\u600e\u4e48\u53bb\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff1f\u8fd9\u4e5f\u662f\u6446\u5728\u6211\u4eec\u79d1\u7814\u4eba\u5458\u9762\u524d\uff0c\u672a\u6765\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;white-space: normal;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);\">\u672c\u6587\u5185\u5bb9\u6574\u7406\u6765\u81ea\u201c\u58a8\u5b50\u6c99\u9f99 X 2023\u5e74\u79d1\u6280\u8282\u201d\uff082023\u5e745\u670820\u65e5\uff09\uff0c\u4ee5\u4e0b\u662f\u62a5\u544a\u56de\u653e\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><iframe class=\"video_iframe rich_pages\" data-vidtype=\"2\" data-mpvid=\"wxv_2951240615827324932\" data-cover=\"http%3A%2F%2Fmmbiz.qpic.cn%2Fsz_mmbiz_jpg%2FvbvnzfFFCKl1m1TlhokUlBIicHtXqwSBNiaJLDb8TSSW9kMTlPEBQflXGVHvuBMeQzSqjhKdYYuKUzh5zX6Q55bA%2F0%3Fwx_fmt%3Djpeg\" allowfullscreen=\"\" frameborder=\"0\" data-ratio=\"1.7777777777777777\" data-w=\"1920\"  src=\"https:\/\/mp.weixin.qq.com\/mp\/readtemplate?t=pages\/video_player_tmpl&amp;action=mpvideo&amp;auto=0&amp;vid=wxv_2951240615827324932\" width=\"100%\" height=\"1080\"><\/iframe><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;white-space: normal;\"><strong style=\"outline: 0px;\">\u4f5c\u8005\u7b80\u4ecb<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><strong><span style=\"color: rgb(63, 63, 63);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;font-size: 14px;\">\u4fde\u626c<\/span><\/strong><span style=\"color: rgb(63, 63, 63);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;font-size: 14px;\">\uff0c\u5357\u4eac\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u6559\u6388\uff0c\u4e3b\u8981\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u5de5\u4f5c\u83b74\u9879\u56fd\u9645\u8bba\u6587\u5956\u52b1\u548c3\u9879\u56fd\u9645\u7b97\u6cd5\u7ade\u8d5b\u51a0\u519b\u3002\u5165\u9009\u56fd\u5bb6\u9752\u5e74\u4eba\u624d\u8ba1\u5212\u3001IEEE AI&#8217;s 10 to Watch\uff0c\u83b7CCF-IEEE\u9752\u5e74\u79d1\u5b66\u5bb6\u5956\uff0c\u9996\u5c4a\u4e9a\u592a\u6570\u636e\u6316\u6398\u201c\u9752\u5e74\u6210\u5c31\u5956\u201d\uff0c\u5e76\u53d7\u9080\u5728\u56fd\u9645\u4eba\u5de5\u667a\u80fd\u8054\u5408\u5927\u4f1a IJCAI 2018\u4e0a\u4f5c\u201c\u9752\u5e74\u4eae\u70b9\u62a5\u544a\u201d\u3002<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">AI+Science \u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;clear: both;min-height: 1em;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\u3002<\/span><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">\u4e00\u65b9\u9762\u662f AI for Science\uff0c\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6 AI \u6280\u672f\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\uff0c\u4ece\u9884\u6d4b\u5929\u6c14\u548c\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5230\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u88ab\u79f0\u4e3a\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u3002<\/span><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">\u53e6\u4e00\u65b9\u9762\u662f Science for AI\uff0c\u79d1\u5b66\u5c24\u5176\u662f\u7269\u7406\u5b66\u4e2d\u7684\u89c4\u5f8b\u548c\u601d\u60f3\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;clear: both;min-height: 1em;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"outline: 0px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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: 15px;letter-spacing: 0.544px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;clear: both;min-height: 1em;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"outline: 0px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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: 15px;letter-spacing: 0.544px;\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u6cf0\u9716\uff08Jure Leskovec \u6559\u6388\u6307\u5bfc\uff09\u3001\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458\u6248\u9e3f\u4e1a\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\uff08Max Tegmark \u6559\u6388\u6307\u5bfc\uff09\uff0c\u5171\u540c\u53d1\u8d77\u4ee5<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247659349&amp;idx=1&amp;sn=5e0bcad718d122a04e1b34a8bf94f906&amp;chksm=e89935d8dfeebcceb72a61c9c7602a6042eefad7bf106147d81c3110e04c6f61fbde5214aec9&amp;scene=21#wechat_redirect\" textvalue=\"\u201cAI+Science\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;color: var(--weui-LINK);cursor: pointer;\" rel=\"noopener noreferrer\">\u201cAI+Science<\/a>\u201d\u4e3a\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u63a2\u8ba8\u8be5\u9886\u57df\u7684\u91cd\u8981\u95ee\u9898\uff0c\u5171\u5b66\u5171\u7814\u76f8\u5173\u6587\u732e\u3002<\/span><span style=\"outline: 0px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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: 15px;letter-spacing: 0.544px;\">\u6b22\u8fce\u5bf9\u63a2\u7d22\u8fd9\u4e2a\u6fc0\u52a8\u4eba\u5fc3\u7684\u524d\u6cbf\u9886\u57df\u6709\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u4e0e\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;clear: both;min-height: 1em;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"outline: 0px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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: 15px;letter-spacing: 0.544px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;clear: both;min-height: 1em;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247659349&amp;idx=1&amp;sn=5e0bcad718d122a04e1b34a8bf94f906&amp;chksm=e89935d8dfeebcceb72a61c9c7602a6042eefad7bf106147d81c3110e04c6f61fbde5214aec9&amp;scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" hasload=\"1\" rel=\"noopener noreferrer\"><span style=\"outline: 0px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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: 15px;letter-spacing: 0.544px;\"><span class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;line-height: 0;vertical-align: bottom;user-select: none;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.562962962962963\"  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136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"outline: 0px;font-size: 15px;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;clear: both;min-height: 1em;color: rgb(136, 136, 136);font-size: 14px;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;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;font-size: 15px;text-decoration: underline;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247659349&amp;idx=1&amp;sn=5e0bcad718d122a04e1b34a8bf94f906&amp;chksm=e89935d8dfeebcceb72a61c9c7602a6042eefad7bf106147d81c3110e04c6f61fbde5214aec9&amp;scene=21#wechat_redirect\" textvalue=\"\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;color: var(--weui-LINK);cursor: pointer;\" rel=\"noopener noreferrer\">\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><span style=\"outline: 0px;color: rgb(63, 63, 63);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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: 15px;letter-spacing: 0.544px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\"><span style=\"letter-spacing: 0.544px;font-size: var(--articleFontsize);\"><\/span><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);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;\">\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;color: rgb(0, 0, 0);font-size: 16px;text-align: center;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;\">\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"outline: 0px;\">1.&nbsp;&nbsp;<\/strong><span style=\"text-decoration: underline;\"><strong style=\"outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247558064&amp;idx=1&amp;sn=4ae39de76d103e432c7e6fd93688efca&amp;chksm=e896b93ddfe1302b52e527060755657eca5bff6c976b7a25662f769a828766867bed52472f7d&amp;scene=21#wechat_redirect\" textvalue=\"AI\u7ecf\u6d4e\u5b66\u5bb6\uff1a\u5f3a\u5316\u5b66\u4e60\u5982\u4f55\u4fc3\u8fdb\u5e02\u573a\u5e73\u7b49\u5e76\u63d0\u5347\u751f\u4ea7\u6548\u7387\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI\u7ecf\u6d4e\u5b66\u5bb6\uff1a\u5f3a\u5316\u5b66\u4e60\u5982\u4f55\u4fc3\u8fdb\u5e02\u573a\u5e73\u7b49\u5e76\u63d0\u5347\u751f\u4ea7\u6548\u7387<\/a><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\">2.&nbsp;<\/strong><span style=\"text-decoration: underline;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247575565&amp;idx=4&amp;sn=ac2b9e8af99ecbe173840ca7ec7fdbfd&amp;chksm=e896f280dfe17b96a5f63c14c5d2e23037173a4bcb19386b8f11399c0e513884e78f74a6bad3&amp;scene=21#wechat_redirect\" textvalue=\"\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u524d\u666f\uff1a\u5e2e\u52a9\u673a\u5668\u638c\u63a7\u590d\u6742\u6027\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"11\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u524d\u666f\uff1a\u5e2e\u52a9\u673a\u5668\u638c\u63a7\u590d\u6742\u6027<\/a><\/strong><\/span><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">3.&nbsp;<\/strong><\/strong><span style=\"text-decoration: underline;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247603196&amp;idx=1&amp;sn=263cad1ca7c13bd890ddcb3afa16ff1b&amp;chksm=e8960971dfe18067e6110307444c9a614aff8f3fdbe43cd13396101f30d450bd907a770d8ffa&amp;scene=21#wechat_redirect\" textvalue=\"Nat. Mach. Intell. \u7efc\u8ff0\uff1a\u667a\u80fd\u95ee\u9898\u89e3\u51b3\u2014\u2014\u6574\u5408\u7684\u5c42\u7ea7\u5316\u5f3a\u5316\u5b66\u4e60\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">Nat. Mach. Intell. \u7efc\u8ff0\uff1a\u667a\u80fd\u95ee\u9898\u89e3\u51b3\u2014\u2014\u6574\u5408\u7684\u5c42\u7ea7\u5316\u5f3a\u5316\u5b66\u4e60<\/a><\/strong><\/strong><\/span><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">4.&nbsp;<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247576923&amp;idx=2&amp;sn=57f0d320812c01ff6f5ea97c09fc9623&amp;chksm=e896f7d6dfe17ec038e8d238dae313119fca8c62aabd4730896bc99398db981dd5d9d3e0b927&amp;scene=21#wechat_redirect\" textvalue=\"\u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;cursor: pointer;color: var(--weui-LINK);text-decoration: underline;letter-spacing: 0.544px;\" rel=\"noopener noreferrer\"><strong style=\"outline: 0px;\">\u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01<\/strong><\/a><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247576923&amp;idx=2&amp;sn=57f0d320812c01ff6f5ea97c09fc9623&amp;chksm=e896f7d6dfe17ec038e8d238dae313119fca8c62aabd4730896bc99398db981dd5d9d3e0b927&amp;scene=21#wechat_redirect\" textvalue=\"\u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;cursor: pointer;color: var(--weui-LINK);text-decoration: underline;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);letter-spacing: 0.544px;\" rel=\"noopener noreferrer\"><strong style=\"outline: 0px;\"><\/strong><\/a><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">5.&nbsp;<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247617062&amp;idx=1&amp;sn=e963acb6885ea3b26d32e91c12eae076&amp;chksm=e89650abdfe1d9bddf82c71e612a15bc4393d0a61cde39d325b01b3099247145c98b492c37b8&amp;scene=21#wechat_redirect\" textvalue=\"\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u200d\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;cursor: pointer;color: var(--weui-LINK);-webkit-tap-highlight-color: rgba(0, 0, 0, 0);letter-spacing: 0.544px;\" rel=\"noopener noreferrer\"><strong style=\"outline: 0px;\"><span style=\"outline: 0px;letter-spacing: 0.544px;text-decoration: underline;\">\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/span><\/strong><\/a><\/strong><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;outline: 0px;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;white-space: normal;\"><strong style=\"outline: 0px;\">6<strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">.&nbsp;<\/strong><\/strong><\/strong><span style=\"outline: 0px;text-decoration: underline;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247659079&amp;idx=2&amp;sn=bb67a4c87c48119faa8134c2f2b5a27d&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u200d\u6742\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" style=\"outline: 0px;cursor: pointer;color: var(--weui-LINK);-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\" rel=\"noopener noreferrer\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/strong><\/strong><\/strong><\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><br style=\"outline: 0px;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;white-space: normal;background-color: rgb(255, 255, 255);\"  \/><\/p>\n<p style=\"margin: 0px 8px 5px;padding: 0px;clear: both;min-height: 1em;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><br  \/><\/p>\n<\/section>\n<section style=\"outline: currentcolor none 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);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;margin-bottom: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><span style=\"outline: 0px;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<strong style=\"letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);outline: 0px;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;visibility: visible;\"><span style=\"outline: 0px;background-color: rgb(12, 130, 169);visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\">\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/span><\/strong><\/section>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u5f3a\u5316\u5b66\u4e60\u662f\u50cf\u751f\u7269\u4e00\u6837\u53bb\u63a2\u7d22\u73af\u5883\uff0c\u627e\u5230\u81ea\u5df1\u80fd\u591f\u6d3b\u4e0b\u53bb\u7684\u65b9\u5f0f\u7684\u667a\u80fd\u3002\u90a3\u4e48\uff0c\u5f3a\u5316\u5b66\u4e60\u600e\u6837\u8ba9\u8bed\u8a00\u6a21\u578b\u53d8\u5f97\u66f4\u597d\uff1f \u4fde\u626c&nbsp;| \u8bb2\u8005 \u6797\u6885&nbsp;|&nbsp;\u6574\u7406 \u58a8\u5b50\u6c99\u9f99&nbsp;|&nbsp;\u6765\u6e90 \u6211\u4e3b\u8981\u7684\u7814\u7a76\u65b9\u5411\u662f\u5f3a\u5316\u5b66\u4e60\uff0c\u5f3a\u5316\u5b66\u4e60\u8fd9\u4e2a\u8bcd\u672c\u8eab\u8868\u793a\u7684\u662f\u5173\u4e8e\u884c\u52a8\u7684\u667a\u80fd\uff0c\u4eca\u5929\uff0c\u5b83\u5728\u5927\u8bed\u8a00\u6a21&#8230;<\/p>\n","protected":false},"author":0,"featured_media":43656,"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\/43662"}],"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=43662"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/43662\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/43656"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=43662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=43662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=43662"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=43662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}