{"id":48200,"date":"2024-02-10T11:01:10","date_gmt":"2024-02-10T03:01:10","guid":{"rendered":"https:\/\/swarma.org\/?p=48200"},"modified":"2024-02-10T11:01:10","modified_gmt":"2024-02-10T03:01:10","slug":"ai%e4%bd%95%e4%bb%a5%e6%b6%8c%e7%8e%b0%ef%bc%9a%e5%a4%8d%e6%9d%82%e9%80%82%e5%ba%94%e7%b3%bb%e7%bb%9f%e8%a7%86%e8%a7%92%e7%9a%84chatgpt%e5%92%8c%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%ef%bd%9c","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=48200","title":{"rendered":"AI\u4f55\u4ee5\u6d8c\u73b0\uff1a\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u89c6\u89d2\u7684ChatGPT\u548c\u5927\u8bed\u8a00\u6a21\u578b\uff5c\u65b0\u6625\u7279\u8f91"},"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 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rgb(63, 63, 63);\">\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u6d8c\u73b0\u51fa\u5f3a\u5927\u7684\u5b66\u4e60\u80fd\u529b\uff1f\u4ece\u590d\u6742\u79d1\u5b66\u89c6\u89d2\uff0cAI \u5927\u6a21\u578b\u53ef\u4ee5\u770b\u4f5c\u4e0e\u751f\u6001\u7f51\u7edc\u7c7b\u4f3c\u7684\u590d\u6742\u9002\u5e94\u7cfb\u7edf\uff0c\u5c55\u73b0\u51fa\u590d\u6742\u7cfb\u7edf\u5e38\u89c1\u7684\u73b0\u8c61\u89c4\u5f8b\uff0c\u4f8b\u5982\u6d8c\u73b0\u3001\u89c4\u6a21\u6cd5\u5219\u7b49\u3002\u56e0\u6b64\uff0c\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u65b9\u6cd5\u53ef\u4ee5\u4e3a\u7406\u89e3\u548c\u6539\u8fdb AI \u5927\u6a21\u578b\u63d0\u4f9b\u6df1\u523b\u7684\u6d1e\u5bdf\uff0c\u5e76\u6709\u52a9\u4e8e\u6784\u9020\u53ef\u89e3\u91ca\u6027\u7684AI\u6a21\u578b\u3002<\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u4e3a\u6df1\u5165\u63a2\u8ba8\u4eba\u5de5\u667a\u80fd\u4e0e\u590d\u6742\u79d1\u5b66\u524d\u6cbf\u8fdb\u5c55\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u81ea2023\u5e74\u521d\u7ec4\u7ec7\u4e86\u4e00\u7cfb\u5217AI\u76f8\u5173\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u4ece\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&amp;scene=21#wechat_redirect\" textvalue=\"\u540eChatGPT\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u540eChatGPT<\/a>\u300d\u5230\u300c<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=\"AI+Science\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI+Science<\/a>\u300d\u7cfb\u5217\uff0c\u4ece\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247663464&amp;idx=1&amp;sn=073e3d7c6d0ac643a93d01a7fd4d624f&amp;chksm=e89925e5dfeeacf3b350427aaf66812d11f458381944a2ada8a4ed19921ccc29a88708504490&amp;scene=21#wechat_redirect\" textvalue=\"\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316<\/a>\u300d\u5230\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247672075&amp;idx=1&amp;sn=ff4d57cba83aacb8ac289364dadc516e&amp;chksm=e8997b86dfeef290a91d7c8dcab82f09216ee5832ad55d6e2895b6b0875bc26cbe89c2a2ee0a&amp;scene=21#wechat_redirect\" textvalue=\"\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09<\/a>\u300d\uff0c\u4ece\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247679496&amp;idx=1&amp;sn=2f889356c9fcf6fb460dcd87f05036af&amp;chksm=e8996485dfeeed937ca8c59e909b6c991d2ff1cbd132117a91bf54acf9e6205bd0ab2a9e4fb2&amp;scene=21#wechat_redirect\" textvalue=\"\u5927\u6a21\u578b\u5b89\u5168\u4e0e\u5bf9\u9f50\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5927\u6a21\u578b\u5b89\u5168\u4e0e\u5bf9\u9f50<\/a>\u300d\u5230\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247681407&amp;idx=1&amp;sn=54aed4abdccf3e26b1add4bb8eb17d3c&amp;chksm=e8995ff2dfeed6e4fc9f8d4145253b0fd6819e5461bfbb7b47127d38520480b394cb40fd01db&amp;scene=21#wechat_redirect\" textvalue=\"\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/a>\u300d\uff0c\u4ece\u4e0d\u540c\u89c6\u89d2\u601d\u8003AI\u5bf9\u4eba\u7c7b\u793e\u4f1a\u5c06\u4ea7\u751f\u7684\u5e7f\u6cdb\u5f71\u54cd\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\uff08\u8be6\u60c5\u8bf7\u89c1\u201c<a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=MzIzMjQyNzQ5MA==&amp;action=getalbum&amp;album_id=3113991895304863750#wechat_redirect\" textvalue=\"\u8bfb\u4e66\u4f1a\u5217\u8868\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u8bfb\u4e66\u4f1a\u5217\u8868<\/a>\u201d\uff09<\/span><\/strong><strong style=\"letter-spacing: 0.544px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u30022024\uff0c\u6211\u4eec\u4e00\u8d77\u63a2\u7d22\u590d\u6742\u4e16\u754c\u7684\u7b80\u5355\u89c4\u5219\uff01<\/span><\/strong><\/p>\n<\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\">\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><br  \/><\/p>\n<\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);\"><span style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"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-family: PingFangSC-light;font-size: 13px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;white-space: normal;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;visibility: visible;\"><strong style=\"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-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgb(0, 0, 0);text-align: start;visibility: visible;\">\u5173\u952e\u8bcd\uff1a<strong><span style=\"color: rgb(0, 0, 0);font-size: 13px;letter-spacing: 0.544px;text-decoration: none solid rgb(0, 0, 0);\">AI \u5927\u6a21\u578b\uff0c\u590d\u6742\u9002\u5e94\u7cfb\u7edf\uff0c\u6d8c\u73b0\uff0c\u89c4\u6a21\u6cd5\u5219\uff0c\u6e17\u6d41\u6a21\u578b\uff0c\u8303\u7574\u8bba<\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);\"><span style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"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-family: PingFangSC-light;font-size: 13px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;white-space: normal;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;visibility: visible;\"><strong style=\"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-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgb(0, 0, 0);text-align: start;visibility: visible;\"><strong><span style=\"color: rgb(0, 0, 0);font-size: 13px;letter-spacing: 0.544px;text-decoration: none solid rgb(0, 0, 0);\"><br  \/><\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><span style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><span style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);\"><span style=\"outline: 0px;letter-spacing: 0.544px;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 13px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;white-space: normal;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;letter-spacing: 0.544px;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;color: rgb(0, 0, 0);text-align: start;visibility: visible;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);font-size: 13px;letter-spacing: 0.544px;\">*\u672c\u6587\u9996\u53d1\u4e8e2023\u5e743\u670811\u65e5<span style=\"font-weight: bold;\">\u3002<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 5px;margin-bottom: 5px;outline: 0px;visibility: visible;\">\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);\"><\/strong><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section 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\" data-w=\"1080\" style=\"outline: 0px;box-sizing: border-box;vertical-align: middle;visibility: visible !important;width: 677px !important;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-cb6bcab164110a8ed49c32f9502170d0.png\"  \/><strong style=\"font-size: 13px;letter-spacing: 0.544px;text-align: right;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><\/strong><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0pt;margin-bottom: 0pt;outline: 0px;letter-spacing: 0.544px;white-space: normal;line-height: 1.7;font-family: PingFangSC-light;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><span style=\"font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;letter-spacing: 0.544px;text-align: right;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><span style=\"outline: 0px;visibility: visible;color: rgb(73, 73, 73);font-size: 13px;letter-spacing: 0.544px;text-decoration: none solid rgb(73, 73, 73);\">\u5f20\u6c5f\u3001\u738b\u5fd7\u9e4f\u3001\u5218\u51ef\u5a01\u3001\u6768\u660e\u54f2\u3001\u725f\u7267\u4e91<\/span><span style=\"color: rgb(0, 0, 0);font-size: 16px;font-weight: bold;letter-spacing: 0.544px;outline: 0px;visibility: visible;\">&nbsp;<\/span><span style=\"color: rgb(0, 0, 0);font-size: 13px;font-weight: bold;letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);visibility: visible;\">| \u4f5c\u8005<\/strong><\/span><\/span><\/p>\n<p style=\"color: rgb(73, 73, 73);\"><br  \/><\/p>\n<p style=\"color: rgb(73, 73, 73);\"><span style=\"font-family: PingFangSC-light;letter-spacing: 0.544px;text-align: right;text-wrap: wrap;color: rgb(0, 0, 0);font-size: 13px;font-weight: bold;outline: 0px;visibility: visible;\"><br  \/><\/span><\/p>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: center;\"><br  \/><\/section>\n<section style=\"margin-bottom: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);\">\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;\"><span style=\"outline: 0px;color: rgb(61, 170, 214);\"><strong style=\"outline: 0px;\">\u76ee\u5f55<\/strong><\/span><\/p>\n<\/section>\n<\/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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><strong style=\"letter-spacing: 0.544px;font-size: var(--articleFontsize);outline: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;outline: 0px;letter-spacing: 0.578px;\">\u4e00\u3001\u7528\u590d\u6742\u7cfb\u7edf\u65b9\u6cd5\u7814\u7a76AI\u5927\u6a21\u578b<\/span><\/strong><\/section>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;font-size: 14px;\">1. \u4f5c\u4e3a\u590d\u6742\u7cfb\u7edf\u7684AI\u5927\u6a21\u578b<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;\">\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;\">\u795e\u7ecf\u7f51\u7edc\u4e0e\u590d\u6742\u7f51\u7edc<\/span><\/p>\n<\/li>\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;\">\u4f5c\u4e3a\u590d\u6742\u52a8\u529b\u7cfb\u7edf\u7684\u524d\u9988\u8fd0\u7b97\u4e0e\u8bad\u7ec3<\/span><\/p>\n<\/li>\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;\">\u81ea\u6ce8\u610f\u529b\u662f\u4e00\u79cd\u81ea\u8c03\u63a7\u673a\u5236<\/span><\/p>\n<\/li>\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;\">\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u6d8c\u73b0<\/span><\/p>\n<\/li>\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;\">\u5927\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u6cd5\u5219<\/span><\/p>\n<\/li>\n<\/ul>\n<\/ul>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;font-size: 14px;\">2. \u4f5c\u4e3a\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684AI\u5927\u6a21\u578b<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;\">\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;\">\u4ece\u751f\u6001\u4f4d\u5230\u7c7b\u6bd4\u601d\u7ef4<\/span><\/p>\n<\/li>\n<li>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;font-size: 14px;\">\u4ece\u6c34\u6876\u94fe\u7b97\u6cd5\u5230\u68af\u5ea6\u53cd\u4f20\u7b97\u6cd5<\/span><\/p>\n<\/li>\n<\/ul>\n<\/ul>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><strong style=\"outline: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;outline: 0px;letter-spacing: 0.578px;\">\u4e8c\u3001\u7528AI\u5927\u6a21\u578b\u8f85\u52a9\u590d\u6742\u7cfb\u7edf\u7814\u7a76<\/span><\/strong><\/p>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;font-size: 14px;\">1.\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21<\/span><\/p>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;font-size: 14px;\">2.\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u77e5\u8bc6\u63d0\u53d6<\/span><\/p>\n<p 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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);outline: 0px;letter-spacing: 0.578px;font-size: 14px;\">3.\u901a\u7528\u9886\u57df\u7684AI\u5927\u6a21\u578b<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 0px;\"><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;font-size: 14px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;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;\">\u6700\u8fd1\uff0c\u4eba\u5de5\u667a\u80fd\u518d\u4e00\u6b21\u88ab\u4eba\u4eec\u63a8\u4e0a\u4e86\u98ce\u53e3\u6d6a\u5c16\u3002\u7a76\u5176\u539f\u56e0\u5c31\u5728\u4e8e\u4ee5ChatGPT\u4e3a\u4ee3\u8868\u7684AI\u5927\u6a21\u578b\u5c55\u793a\u51fa\u4e86\u4ee4\u4eba\u60ca\u8273\u7684\u8868\u73b0\uff0c\u4eff\u4f5b\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5728\u4e00\u591c\u4e4b\u95f4\u5c31\u5df2\u7ecf\u6765\u5230\u4e86\u6211\u4eec\u7684\u8eab\u8fb9\u3002\u672c\u8d28\u4e0a\u8bb2\uff0cChatGPT\u65e0\u8bba\u5728\u67b6\u6784\u8fd8\u662f\u5728\u65b9\u6cd5\u4e0a\u90fd\u4e0e\u4ee5\u524d\u7684\u6a21\u578b\u6ca1\u6709\u672c\u8d28\u533a\u522b\uff0c\u7136\u800c\u4ec5\u4ec5\u5c31\u662f\u628a\u6570\u636e\u91cf\u548c\u6a21\u578b\u53c2\u6570\u91cf\u63d0\u5347\u4e0a\u53bb\uff0c\u8fd9\u4e9b\u5927\u6a21\u578b\u5c31\u4e00\u4e0b\u5b50\u62e5\u6709\u4e86\u5f88\u795e\u5947\u7684\u80fd\u529b\u3002\u6bd4\u5982\uff0cChatGPT\u80fd\u901a\u8fc7\u548c\u7528\u6237\u5bf9\u8bdd\u800c\u81ea\u52a8\u5b66\u4e60\u77e5\u8bc6\uff0c\u8fd8\u80fd\u591f\u5728\u4e00\u5b9a\u7684\u5f15\u5bfc\u4e0b\u5b8c\u6210\u8f83\u4e3a\u590d\u6742\u7684\u63a8\u7406\u80fd\u529b\u3002\u5173\u952e\u662f\uff0c\u6240\u6709\u8fd9\u4e9b\u65b0\u80fd\u529b\uff0c\u90fd\u5e76\u4e0d\u662f\u8be5\u6a21\u578b\u8bad\u7ec3\u5b66\u4e60\u7684\u76ee\u6807\uff0c\u5b83\u662f\u968f\u7740\u53c2\u6570\u91cf\u89c4\u6a21\u7684\u589e\u5927\uff0c\u800c\u81ea\u53d1\u4ea7\u751f\u7684\u2014\u2014\u7814\u7a76\u8005\u628a\u8fd9\u6837\u7684\u73b0\u8c61\uff0c\u79f0\u4e4b\u4e3a\u201c\u6d8c\u73b0\u201d<\/span><span style=\"font-size: 15px;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;color: rgb(136, 136, 136);\">\uff08Emergence\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;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;\">\u3002<\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;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;\"><br  \/><\/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);\">\u5bf9\u4e8e\u590d\u6742\u7cfb\u7edf\u79d1\u5b66<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4ee5\u4e0b\u7b80\u79f0\u590d\u6742\u79d1\u5b66\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7814\u7a76\u8005\u4eec\u6765\u8bf4\uff0c\u6d8c\u73b0\u662f\u4e00\u4e2a\u518d\u719f\u6089\u4e0d\u8fc7\u7684\u6982\u5ff5\u4e86\u3002\u4e00\u4e2a\u590d\u6742\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u80fd\u591f\u5c55\u73b0\u51fa\u6d8c\u73b0\u7684\u80fd\u529b\uff0c\u8fd9\u672c\u8eab\u5c31\u6697\u793a\u7740\uff0c\u73b0\u5728\u7684\u5927\u6a21\u578b\u5df2\u7ecf\u6210\u4e3a\u4e86\u4e00\u4e2a\u4e0d\u6298\u4e0d\u6263\u7684\u590d\u6742\u7cfb\u7edf\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u5927\u6a21\u578b\u8d85\u7ea7\u5f3a\u5927\u7684\u5b66\u4e60\u80fd\u529b\uff0c\u4f7f\u5f97\u8fd9\u4e2a\u590d\u6742\u7cfb\u7edf\u8fd8\u80fd\u591f\u7075\u6d3b\u5730\u9002\u5e94\u73af\u5883\uff0c\u751a\u81f3\u80fd\u591f\u5c55\u73b0\u51fa\u5728\u5c11\u91cf\u63d0\u793a\u4e0b\u5c31\u53ef\u4ee5\u5b66\u5230\u5168\u65b0\u6280\u80fd\u7684\u6240\u8c13 in-context \u7684\u5b66\u4e60\u80fd\u529b\u3002\u4ece\u7ed3\u6784\u4e0a\u8bf4\uff0c\u5927\u6a21\u578b\u4e4b\u6240\u4ee5\u80fd\u591f\u8868\u73b0\u5982\u6b64\u60ca\u4eba\uff0c\u5c31\u5728\u4e8e\u5176\u6df1\u5ea6\u7684\u5c42\u7ea7\u7ed3\u6784\uff0c\u8fd9\u79cd\u7ed3\u6784\u662f\u4e00\u79cd\u81ea\u53d1\u6f14\u5316\u5f62\u6210\u7684\u590d\u6742\u7f51\u7edc\u3002\u4ece\u52a8\u529b\u5b66\u89d2\u5ea6\u4e0a\u8bf4\uff0c\u5927\u6a21\u578b\u7684\u8fd0\u4f5c\u5206\u6210\u4e86\u4e24\u4e2a\u76f8\u4e92\u4f5c\u7528\u7684\u8026\u5408\u52a8\u529b\u5b66\uff1a\u4e00\u4e2a\u662f\u66f4\u52a0\u5feb\u901f\u7684\u524d\u9988\u52a8\u529b\u5b66\uff0c\u53e6\u4e00\u4e2a\u662f\u8f83\u4e3a\u6162\u901f\u7684\u5b66\u4e60\u53cd\u9988\u52a8\u529b\u5b66\u3002\u800c\u4ece\u5b8f\u89c2\u7684\u5b9a\u91cf\u8868\u73b0\u89d2\u5ea6\u8bf4\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u4e5f\u4f1a\u5177\u6709\u50cf\u751f\u7269\u4f53\u3001\u57ce\u5e02\u3001\u516c\u53f8\u8fd9\u6837\u7684\u590d\u6742\u7cfb\u7edf\u90fd\u5177\u5907\u7684\u201c\u89c4\u6a21\u6cd5\u5219\u201d<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Scaling law\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u4ee5\u53ca\u4e34\u754c\u76f8\u53d8\u7b49\u8868\u73b0\u3002\u8fd9\u4e00\u5207\u90fd\u8bf4\u660e\uff0c\u4f3c\u4e4e\u590d\u6742\u79d1\u5b66\u4e2d\u7684\u90a3\u4e9b\u5206\u6790\u5de5\u5177\u90fd\u80fd\u5e94\u7528\u5230AI\u5927\u6a21\u578b\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u90a3\u4e48\uff0c\u8fd9\u4e9b\u5927\u6a21\u578b\u4f1a\u4e0d\u4f1a\u6210\u4e3a\u590d\u6742\u79d1\u5b66\u4e0b\u4e00\u4e2a\u70ed\u70b9\u7814\u7a76\u5bf9\u8c61\u5462\uff1f\u6211\u4eec\u53ef\u4ee5\u4ece\u590d\u6742\u7cfb\u7edf\u79d1\u5b66\u53ca\u5176\u53d1\u5c55\u7684\u89d2\u5ea6\u63a2\u8ba8\u8fd9\u4e2a\u95ee\u9898\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);\">1972\u5e74\uff0c\u8457\u540d\u7684\u51dd\u805a\u6001\u7269\u7406\u5b66\u5bb6\uff0c\u8bfa\u8d1d\u5c14\u5956\u5f97\u4e3bPhilip Anderson\u5c31\u5728<em>Science<\/em>\u4e0a\u53d1\u8868\u4e86\u4e00\u7bc7\u5f71\u54cd\u6df1\u8fdc\u7684\u6587\u7ae0\uff1a\u300a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247627615&amp;idx=1&amp;sn=be379353aea95a746f4b0eb8e99c6c49&amp;chksm=e899a9d2dfee20c4476172d9a9da2e14563a625b1839118a1693781d96e9009713400ba92758&amp;scene=21#wechat_redirect\" textvalue=\"More is Different\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">More is Different<\/a>\u300b\u3002\u6587\u7ae0\u6307\u51fa\uff0c\u6211\u4eec\u4e0d\u80fd\u6307\u671b\u5c06\u5fae\u89c2\u539f\u5b50\u4e16\u754c\u7684\u89c4\u5f8b\u4e86\u89e3\u6e05\u695a\u4e4b\u540e\uff0c\u5c31\u80fd\u81ea\u7136\u800c\u7136\u5730\u4e86\u89e3\u8bf8\u5982\u7ec6\u80de\u3001\u5927\u8111\u3001\u57ce\u5e02\u7b49\u7b49\u8fd9\u4e9b\u5b8f\u89c2\u590d\u6742\u7cfb\u7edf\u7684\u89c4\u5f8b\uff0c\u8fd9\u4e8c\u8005\u662f\u975e\u5e38\u4e0d\u540c\u7684\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e4b\u6240\u4ee5\u7b80\u5355\u7c97\u66b4\u5730\u5c06\u7ec6\u80de\u8fd8\u539f\u6210\u4e00\u5806\u539f\u5b50\u7684\u96c6\u5408\uff0c\u5c06\u5927\u8111\u8fd8\u539f\u6210\u4e00\u5806\u7ec6\u80de\u7684\u96c6\u5408\u8fd9\u79cd\u505a\u6cd5\u662f\u884c\u4e0d\u901a\u7684\uff0c\u5173\u952e\u5c31\u5728\u4e8e\u6240\u6709\u7684\u590d\u6742\u7cfb\u7edf\u4e4b\u4e2d\u90fd\u5b58\u5728\u7740\u6d8c\u73b0\u7684\u7279\u5f81\u3002\u8be5\u6587\u6307\u51fa\uff0c\u201cEmergence is when quantitative changes in a system result in qualitative changes in behavior\u201d\uff0c\u5373\u201c\u7cfb\u7edf\u5b9a\u91cf\u4e0a\u7684\u53d8\u5316\u53ef\u4ee5\u5bfc\u81f4\u7cfb\u7edf\u884c\u4e3a\u4e0a\u7684\u5b9a\u6027\u53d8\u5316\uff0c\u8fd9\u5c31\u662f\u6d8c\u73b0\u201d\u3002\u7528\u4e9a\u91cc\u58eb\u591a\u5fb7\u7684\u8bdd\u6765\u89e3\u91ca\uff0c\u5c31\u662f\u201c\u6574\u4f53\u5927\u4e8e\u90e8\u5206\u4e4b\u548c\u201d\uff0c\u5373\u6574\u4f53\u4e0a\u5c55\u73b0\u51fa\u4e86\u6784\u6210\u5b83\u7684\u4e2a\u4f53\u6240\u4e0d\u5177\u5907\u7684\u65b0\u7279\u6027\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6d8c\u73b0\u4e4b\u6240\u4ee5\u53d1\u751f\u662f\u548c<strong>\u5173\u7cfb<\/strong>\u800c\u975e\u8981\u7d20\u6709\u7740\u5bc6\u5207\u8054\u7cfb\u7684\u3002\u4e00\u5806\u7535\u5b50\u5143\u4ef6\u7684\u7b80\u5355\u5806\u780c\u4e0d\u80fd\u6784\u6210\u4e00\u53f0\u7535\u8111\uff0c\u8fd9\u662f\u56e0\u4e3a\u7535\u5b50\u5143\u4ef6\u4e4b\u95f4\u4ee5\u53ca\u5143\u4ef6\u548c\u73af\u5883\u4e4b\u95f4\u5b58\u5728\u7740\u5173\u8054\u548c\u76f8\u4e92\u4f5c\u7528\u3002\u901a\u8fc7\u8fd9\u4e9b\u590d\u6742\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u7cfb\u7edf\u5f80\u5f80\u8868\u73b0\u51fa\u975e\u7ebf\u6027\u3001\u6d8c\u73b0\u3001\u81ea\u7ec4\u7ec7\u7b49\u6027\u8d28\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u5176\u4e2d\uff0c\u590d\u6742\u7cfb\u7edf\u7684\u9002\u5e94\u6027\u80fd\u529b\u53c8\u662f\u4e00\u4e2a\u6211\u4eec\u5e94\u7279\u522b\u5173\u6ce8\u7684\u73b0\u8c61\uff0c\u5b83\u8868\u73b0\u4e3a\u80fd\u591f\u7075\u6d3b\u5730\u968f\u73af\u5883\u7684\u53d8\u5316\u800c\u6539\u53d8\u3002\u4f8b\u5982\uff0c\u4e00\u573a\u68ee\u6797\u5927\u706b\u5e76\u4e0d\u80fd\u7834\u574f\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\uff0c\u76f8\u53cd\uff0c\u6709\u4e9b\u65f6\u5019\u5b83\u8fd8\u4f1a\u5bf9\u6e05\u7406\u6742\u8349\u6709\u5f88\u5927\u7684\u597d\u5904\u3002\u8fd9\u79cd\u707e\u540e\u91cd\u751f\u7684\u80fd\u529b\u5c31\u662f\u751f\u6001\u590d\u6742\u7cfb\u7edf\u7684\u9002\u5e94\u6027\u80fd\u529b\u3002\u8457\u540d\u7684\u5df2\u6545\u590d\u6742\u79d1\u5b66\u5bb6\u3001\u9057\u4f20\u7b97\u6cd5\u7684\u53d1\u660e\u4eba\uff0cJohn Holland \u5c06\u8fd9\u79cd\u5177\u5907\u9002\u5e94\u80fd\u529b\u7684\u590d\u6742\u7cfb\u7edf\u79f0\u4e3a<strong>\u590d\u6742\u9002\u5e94\u7cfb\u7edf<\/strong><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Complex Adaptive Systems\uff0c\u7b80\u79f0CAS\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;\"><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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u90a3\u4e48\uff0c\u9762\u5bf9\u8fd9\u6837\u4e30\u5bcc\u591a\u5f69\u3001\u7cbe\u5f69\u7eb7\u5448\u7684\u590d\u6742\u9002\u5e94\u7cfb\u7edf\uff0c\u4eba\u4eec\u53c8\u8be5\u5982\u4f55\u5bf9\u5176\u8fdb\u884c\u7814\u7a76\u5462\uff1f\u7b54\u6848\u662f\u2014\u2014\u5efa\u6a21\u3002\u5373\u901a\u8fc7\u6570\u5b66\u6216\u8ba1\u7b97\u673a\u5728\u7b26\u53f7\u4e16\u754c\u4e2d\u518d\u9020\u4e00\u4e2a\u590d\u6742\u7cfb\u7edf\uff0c\u8fd9\u5c31\u662f\u590d\u6742\u79d1\u5b66\u7814\u7a76\u7684\u5185\u5bb9\u3002\u53ef\u4ee5\u8bf4\uff0c\u590d\u6742\u79d1\u5b66\u6570\u5341\u5e74\u7684\u53d1\u5c55\u5386\u53f2\u5c31\u662f\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\uff0c\u53ca\u5176\u5bf9\u6a21\u578b\u8fdb\u884c\u7814\u7a76\u7684\u5386\u53f2\u3002\u6b63\u662f\u56e0\u4e3a\u6b64\uff0c\u590d\u6742\u79d1\u5b66\u7684\u53d1\u5c55\u5177\u6709\u660e\u663e\u7684\u65b9\u6cd5\u3001\u6280\u672f\u9a71\u52a8\u7684\u7279\u70b9\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">90\u5e74\u4ee3\u7684\u65f6\u5019\uff0c\u968f\u7740\u8ba1\u7b97\u673a\u7684\u666e\u53ca\uff0c\u4eba\u4eec\u5f00\u59cb\u6784\u5efa\u5404\u5f0f\u903c\u771f\u7684\u8ba1\u7b97\u673a\u6a21\u62df\u6a21\u578b\uff0c\u4e8e\u662f\u201c\u591a\u667a\u80fd\u4f53\u6a21\u62df\u201d\u6280\u672f\u50ac\u751f\u51fa\u4e86\u590d\u6742\u79d1\u5b66\u8fd9\u4e00\u95e8\u5168\u65b0\u5b66\u79d1\u3002\u4ece\u201c\u751f\u547d\u6e38\u620f\u201d\u5230\u201c\u9057\u4f20\u7b97\u6cd5\u201d\uff0c\u518d\u5230\u201c\u4eba\u5de5\u80a1\u5e02\u201d\uff0c\u8fd9\u4e9b\u591a\u4e3b\u4f53\u6a21\u578b\u65e0\u4e00\u4e0d\u6d3b\u7075\u6d3b\u73b0\uff0c\u5c06\u73b0\u5b9e\u4e16\u754c\u7684\u590d\u6742\u6027\u518d\u73b0\u5230\u4e86\u8ba1\u7b97\u673a\u4e16\u754c\u4e4b\u4e2d<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u53c2\u8003\u300a\u865a\u5b9e\u4e16\u754c\u300b\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;\"><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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7136\u800c\uff0c\u5230\u4e862000\u5e74\uff0c\u968f\u7740\u5927\u6570\u636e\u7684\u79ef\u7d2f\uff0c\u201c\u6570\u636e\u9a71\u52a8\u201d\u7684\u590d\u6742\u6027\u7814\u7a76\u6210\u4e3a\u4e86\u590d\u6742\u79d1\u5b66\u7684\u4e3b\u6d41\u3002\u4eba\u4eec\u5df2\u7ecf\u4e0d\u6ee1\u8db3\u4e8e\u5355\u7eaf\u5730\u6784\u5efa\u8ba1\u7b97\u673a\u6a21\u578b\uff0c\u800c\u662f\u70ed\u8877\u4e8e\u9488\u5bf9\u5927\u6570\u636e\u5c55\u5f00\u5206\u6790\uff0c\u4ece\u800c\u8bd5\u56fe\u53d1\u73b0\u771f\u5b9e\u4e16\u754c\u590d\u6742\u7cfb\u7edf\u7684\u666e\u9002\u6027\u89c4\u5f8b\u3002\u4f8b\u5982\uff0c\u201c\u89c4\u6a21\u6cd5\u5219\u201d<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Scaling Law\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5c31\u662f\u4eba\u4eec\u5728\u771f\u5b9e\u6570\u636e\u4e2d\u53d1\u73b0\u7684\u4e00\u6761\u9ec4\u91d1\u6cd5\u5219\uff0c\u65e0\u8bba\u662f\u751f\u7269\u4f53\u8fd8\u662f\u57ce\u5e02\uff0c\u6291\u6216\u662f\u7f51\u7edc\u793e\u533a\uff0c\u8fd9\u4e9b\u590d\u6742\u7cfb\u7edf\u7684\u5b8f\u89c2\u53d8\u91cf\u90fd\u4f1a\u968f\u7740\u7cfb\u7edf\u7684\u89c4\u6a21\u800c\u5448\u73b0\u5e42\u5f8b\u589e\u957f\u3002\u8457\u540d\u7684\u514b\u83b1\u4f2f\u5b9a\u5f8b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Kleiber Law\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5c31\u662f\u751f\u7269\u754c\u7684\u4e00\u4e2a\u89c4\u6a21\u6cd5\u5219\uff0c\u5b83\u6307\u51fa\u751f\u7269\u4f53\u89c4\u6a21\u6bcf\u589e\u957f\u767e\u5206\u4e4b\u4e00\uff0c\u5219\u5b83\u7684\u65b0\u9648\u4ee3\u8c22\u7387\u4ec5\u4ec5\u589e\u957f0.75%\u3002\u8be5\u5b9a\u5f8b\u8fd8\u80fd\u63a8\u5bfc\u51fa\u8bf8\u5982\u201c\u54fa\u4e73\u52a8\u7269\u4e00\u751f\u7684\u5fc3\u8df3\u6b21\u6570\u662f\u4e00\u4e2a\u5e38\u6570\u201d\u8fd9\u6837\u7684\u60ca\u4eba\u7ed3\u8bba<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u53c2\u8003\u300a\u89c4\u6a21\u300b\uff0c\u4ee5\u53ca\u6211\u7684\u8bfe\u7a0b\u300a\u590d\u6742\u79d1\u5b66\u7684\u524d\u4e16\u4eca\u751f\u300b\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3818525519848771\" data-s=\"300,640\" data-type=\"png\" data-w=\"1058\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-a1fc829082b102430354da29089934f4.png\"  \/><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u5730\u5740\uff1ahttps:\/\/campus.swarma.org\/course\/41?from=wechat<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2010\u5e74\u4ee3\u540e\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u6765\u4e34\uff0c\u5927\u6570\u636e\u7ec8\u4e8e\u50ac\u751f\u51fa\u4e86AI\u5927\u6a21\u578b\u8fd9\u4e00\u5168\u65b0\u7684\u7269\u79cd\uff01\u4ece\u5efa\u6a21\u80fd\u529b\u6765\u8bf4\uff0c\u65e0\u4eba\u80fd\u4e0e\u73b0\u5728\u7684\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u548c\u6df1\u5ea6\u5b66\u4e60\u7684AI\u5927\u6a21\u578b\u76f8\u5ab2\u7f8e\u3002\u90a3\u4e48\uff0c\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u53c8\u4f1a\u4e0d\u4f1a\u56e0AI\u5927\u6a21\u578b\u7684\u51fa\u73b0\u800c\u6709\u6240\u6539\u53d8\u5462\uff1f\u7b14\u8005\u8ba4\u4e3a\uff0c\u8fd9\u6709\u4e24\u79cd\u5168\u65b0\u7684\u7814\u7a76\u65b9\u5411\uff1a<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-right: 8px;margin-left: 8px;width: 577.422px;\">\n<li style=\"white-space: pre-wrap;font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 8px;\">\n<section style=\"line-height: 1.75em;\">\u7528\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u65b9\u6cd5\u7814\u7a76AI\u5927\u6a21\u578b\u672c\u8eab\uff1b<\/section>\n<\/section>\n<\/li>\n<li style=\"white-space: pre-wrap;font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\">\u4ee5AI\u5927\u6a21\u578b\u7814\u7a76\u771f\u5b9e\u7684\u590d\u6742\u7cfb\u7edf\u3002<\/section>\n<\/li>\n<\/ul>\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-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e0b\u9762\uff0c\u6211\u4eec\u5206\u4e24\u90e8\u5206\u5206\u522b\u52a0\u4ee5\u4ecb\u7ecd\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;line-height: 1.75em;\"><span style=\"outline: 0px;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;color: rgb(136, 136, 136);\">&gt;&gt; \u5728\u96c6\u667a\u4ff1\u4e50\u90e8\u300c<\/span><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&amp;scene=21#wechat_redirect\" textvalue=\"\u540eChatGPT\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"white-space: pre-wrap;outline: 0px;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;color: rgb(136, 136, 136);\" rel=\"noopener noreferrer\"><span style=\"outline: 0px;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;color: rgb(136, 136, 136);\">\u540eChatGPT\u8bfb\u4e66\u4f1a<\/span><\/a><span style=\"outline: 0px;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;color: rgb(136, 136, 136);\">\u300d\u7b2c\u4e8c\u671f\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u5f20\u6c5f\u6559\u6388\u8be6\u7ec6\u63a2\u8ba8\u4e86\u201c\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u89c6\u89d2\u4e0b\u7684 ChatGPT \u4e0e AI \u5927\u6a21\u578b\u201d\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u52a0\u5165\u8bfb\u4e66\u4f1a\u5e76\u89c2\u770b\u56de\u653e\u89c6\u9891\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&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 class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;vertical-align: bottom;user-select: none;line-height: 0;\"><img class=\"rich_pages wxw-img\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"337\" data-imgfileid=\"100198789\" data-ratio=\"0.5714285714285714\" data-w=\"1050\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;font-family: -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;text-align: center;width: 578px;visibility: visible !important;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-382fa1e0915f1615007ae86ba62f136c.png\"  \/><\/span><\/a><br style=\"outline: 0px;\"  \/><\/p>\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;text-wrap: wrap;background-color: rgb(255, 255, 255);\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 14px;\">\u8be6\u60c5\u8bf7\u89c1\uff1a<br style=\"outline: 0px;\"  \/><\/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;text-wrap: wrap;background-color: rgb(255, 255, 255);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&amp;scene=21#wechat_redirect\" textvalue=\"\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5230\u610f\u8bc6\u673a\u5668\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;color: var(--weui-LINK);text-decoration: underline;cursor: pointer;font-size: 14px;\" rel=\"noopener noreferrer\"><span 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0.578px;font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\">\n<section style=\"padding: 21px;outline: 0px;display: inline-block;width: 514.414px;vertical-align: top;align-self: flex-start;flex: 0 0 auto;background-color: rgba(214, 236, 235, 0.33);height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;\">\n<section style=\"outline: 0px;text-align: justify;font-size: 22px;\">\n<p style=\"outline: 0px;\"><span style=\"outline: 0px;font-size: 24px;\">\u4e00\u3001\u7528\u590d\u6742\u7cfb\u7edf\u65b9\u6cd5\u7814\u7a76AI\u5927\u6a21\u578b<\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;justify-content: flex-start;display: flex;flex-flow: row;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section 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\/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: perspective(0px);transform-style: flat;\">\n<section style=\"outline: 0px;text-align: right;line-height: 1;transform: rotateY(180deg);\">\n<section style=\"outline: 0px;width: 0px;display: inline-block;border-top: 0.6em solid rgb(178, 222, 227);border-left: 0.6em solid rgb(178, 222, 227);border-bottom: 0.6em solid transparent !important;border-right: 0.6em solid transparent !important;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-left: 22px;outline: 0px;display: inline-block;vertical-align: bottom;width: 225.414px;flex: 0 0 auto;height: auto;align-self: flex-end;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;outline: 0px;\">\n<section style=\"outline: 0px;background-color: rgb(214, 236, 235);height: 2px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/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;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\"><br  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\"><br  \/><\/section>\n<h3 style=\"white-space: normal;outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;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: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -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 style=\"outline: 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;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;\">1. \u4f5c\u4e3a\u590d\u6742\u7cfb\u7edf\u7684AI\u5927\u6a21\u578b<\/strong><\/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;white-space: normal;outline: 0px;color: rgb(34, 34, 34);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;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;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;\">&nbsp;<\/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);\">AI\u5927\u6a21\u578b\u9996\u5148\u662f\u4e00\u4e2a\u5178\u578b\u7684\u590d\u6742\u7cfb\u7edf\u3002\u6211\u4eec\u4ee5\u76ee\u524d\u5f02\u5e38\u706b\u7206\u7684ChatGPT\u4e3a\u4f8b\u6765\u8bf4\u660e\u3002\u9996\u5148\uff0cChatGPT\u5176\u5b9e\u5c31\u662f\u4e00\u4e2a\u8d85\u7ea7\u5e9e\u5927\u7684\u795e\u7ecf\u7f51\u7edc\u3002\u8fd9\u91cc\u9762\uff0c\u4e00\u4e2a\u4e2a\u795e\u7ecf\u5143\u5c31\u6784\u6210\u4e86ChatGPT\u8fd9\u4e2a\u590d\u6742\u7cfb\u7edf\u7684\u57fa\u672c\u7ec4\u6210\u5355\u5143\uff0c\u800c\u8fd9\u4e9b\u795e\u7ecf\u5143\u5f7c\u6b64\u4e4b\u95f4\u590d\u6742\u7684\u76f8\u4e92\u8fde\u63a5\u5c31\u6784\u6210\u4e86\u4e00\u4e2a\u590d\u6742\u7f51\u7edc\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<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u795e\u7ecf\u7f51\u7edc\u4e0e\u590d\u6742\u7f51\u7edc<\/span><\/strong><\/span><\/h2>\n<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><\/h2>\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);\">\u4e0e\u7edd\u5927\u591a\u6570\u590d\u6742\u7f51\u7edc\u4e0d\u540c\uff0c\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u4e2a\u5904\u4e8e\u4e0d\u65ad\u53d8\u52a8\u4e4b\u4e2d\u7684\u52a0\u6743\u6709\u5411\u7f51\u7edc\u3002\u968f\u7740\u8bad\u7ec3\u7684\u8fdb\u884c\uff0c\u5927\u91cf\u7684\u8fde\u8fb9\u5b9e\u9645\u4e0a\u90fd\u4f1a\u88ab\u201c\u780d\u6389\u201d\u7684\uff0c\u6700\u540e\u65e0\u8bba\u54ea\u4e2a\u5c42\u6b21\uff0c\u90fd\u4f1a\u5f62\u6210\u201c\u80dc\u8005\u901a\u5403\u201d\u7684\u5c40\u9762\uff0c\u5373\u5404\u4e2a\u795e\u7ecf\u5143\u4e0a\u7684\u6743\u91cd\u5206\u5e03\u4f1a\u5448\u73b0\u5f02\u8d28\u5316\u8d8b\u52bf\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"114\" data-source-title=\"\" style=\"white-space: normal;\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aCharacterizing Learning Dynamics of Deep Neural&nbsp;Networks via Complex Networks\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2110.02628.pdf\" data-editid=\"1dwvxplotq80uf0hkw\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><span style=\"color: rgb(136, 136, 136);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;\">Characterizing Learning Dynamics of Deep Neural&nbsp;Networks via Complex Networks<\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2110.02628.pdf<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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);\">\u4e0d\u4ec5\u5982\u6b64\uff0c\u968f\u7740\u8bad\u7ec3\u7684\u8fdb\u884c\uff0c\u795e\u7ecf\u7f51\u7edc\u4f1a\u81ea\u53d1\u6f14\u5316\u51fa\u4e0d\u540c\u7684\u5c40\u90e8\u7f51\u7edc\u7ed3\u6784<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Motif\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"93\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aEmergence of Network Motifs in Deep Neural Networks \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.mdpi.com\/1099-4300\/22\/2\/204\" data-editid=\"9sb9octucu4rgws074\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aEmergence of Network Motifs in Deep Neural Networks<br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.mdpi.com\/1099-4300\/22\/2\/204<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-height=\"2371\" data-ratio=\"0.6398148148148148\" data-type=\"png\" data-w=\"1080\" data-width=\"3707\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-98112c6569d4fbaa74dc3e008c3b3125.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe1. \u795e\u7ecf\u7f51\u7edc\u6f14\u5316\u51fa\u4e0d\u540c\u7684\u5c40\u90e8\u7f51\u7edc\u7ed3\u6784<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u4f5c\u8005\u8fd8\u5c55\u793a\u4e86\u7f51\u7edc\u6307\u6807\u4e5f\u80fd\u591f\u53cd\u6620\u51fa\u8bad\u7ec3\u96c6\u3001\u6fc0\u6d3b\u51fd\u6570\u7b49\u4e0d\u540c\u8981\u7d20\u7684\u7279\u5f81\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684\u7814\u7a76\u8fd8\u5c40\u9650\u5728\u8f83\u5c0f\u89c4\u6a21\u7684\u7f51\u7edc\u4e2d\uff0c\u66f4\u5927\u89c4\u6a21\u7684\u7ed3\u6784\u53c8\u4f1a\u5982\u4f55\u5f71\u54cd\u7f51\u7edc\u7684\u529f\u80fd\u548c\u5b66\u4e60\u80fd\u529b\u5462\uff1f\u76ee\u524d\u5c1a\u4e0d\u5f97\u77e5\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"77\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aDeep Neural Networks as Complex Networks \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2209.05488\" data-editid=\"pby28r6pd3sud7y9kw\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aDeep Neural Networks as Complex Networks<br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2209.05488<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u4f5c\u4e3a\u590d\u6742\u52a8\u529b\u7cfb\u7edf\u7684\u524d\u9988\u8fd0\u7b97\u4e0e\u8bad\u7ec3<\/span><\/strong><\/span><\/h2>\n<section style=\"margin-bottom: 0px;\"><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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece\u52a8\u529b\u5b66\u89d2\u5ea6\u4e0a\u6765\u8bf4\uff0c\u795e\u7ecf\u7f51\u7edc\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u590d\u6742\u7684\u52a8\u529b\u7cfb\u7edf\u3002\u5982\u679c\u6211\u4eec\u5c06\u6bcf\u4e2a\u795e\u7ecf\u5143\u7684\u6fc0\u6d3b\u72b6\u6001\u770b\u4f5c\u662f\u6bcf\u4e2a\u8282\u70b9\u7684\u72b6\u6001\uff0c\u90a3\u4e48\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u5728\u6267\u884c\u524d\u9988\u8fd0\u7b97\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5c31\u4f53\u73b0\u4e3a\u4e00\u4e2a\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u7684\u52a8\u529b\u5b66\u6f14\u5316\u8fc7\u7a0b\u3002\u4f8b\u5982\uff0c\u524d\u9988\u795e\u7ecf\u7f51\u7edc\u5728\u7ed9\u5b9a\u8f93\u5165\u540e\u53ef\u4ee5\u901a\u8fc7\u52a8\u529b\u7cfb\u7edf\u7684\u5438\u5f15\u5b50\u6765\u8d4b\u4e88\u7f51\u7edc\u8bb0\u5fc6\u7684\u80fd\u529b\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<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"127\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aA Recurrent Neural Network that Learns to Count, Connection Science \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/095400999116340\" data-editid=\"4inpr43o28h5xu3ev4\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1a<span style=\"font-size: 15px;\">A Recurrent Neural Network that Learns to Count, Connection Science<\/span><\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/095400999116340<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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\u7bc7\u6587\u7ae0\u5c06\u57fa\u4e8eResNet\u7f51\u7edc\u7ed3\u6784\u7684\u795e\u7ecf\u7f51\u7edc\u7406\u89e3\u4e3a\u4e00\u4e2a\u52a8\u529b\u7cfb\u7edf\uff0c\u4ece\u800c\u8ba8\u8bba\u5176\u52a8\u529b\u5b66\u7684\u7a33\u5b9a\u6027\u95ee\u9898\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"86\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aStable Architectures for Deep Neural Networks \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/1705.03341.pdf\" data-editid=\"72o86a4pqfia96o70u8\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aStable Architectures for Deep Neural Networks<\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<span style=\"font-size: 15px;\">https:\/\/arxiv.org\/pdf\/1705.03341.pdf<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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\u4e86\u524d\u5411\u52a8\u529b\u5b66\u8fc7\u7a0b\u4ee5\u5916\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b\u5219\u53ef\u4ee5\u4f53\u73b0\u4e3a\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u7a7a\u95f4\u4e2d\u7684\u52a8\u529b\u5b66\u3002\u7531\u4e8e\u5f88\u591a\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u90fd\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u4f18\u5316\u95ee\u9898\u7684\u6c42\u89e3\uff0c\u800c\u6700\u5e38\u7528\u7684\u8bad\u7ec3\u7b97\u6cd5\u5c31\u662f\u6240\u8c13\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u65b9\u6cd5\uff0c\u8fd9\u6837\uff0c\u6574\u4e2a\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4fbf\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u52bf\u573a\u4e2d\u7684\u6269\u6563\u8fc7\u7a0b\uff0c\u4e0d\u540c\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u7b97\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u52a8\u91cf\u68af\u5ea6\u4e0b\u964d\u7b49\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53c8\u53ef\u4ee5\u770b\u4f5c\u662f\u4e0d\u540c\u7c7b\u578b\u7684\u6269\u6563\u8fc7\u7a0b\uff0c\u5982\u5305\u542b\u6f02\u79fb\u9879\u7b49\u3002\u4e8e\u662f\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u5b66\u4e60\u8fc7\u7a0b\u5c31\u53ef\u4ee5\u88ab\u4e00\u4e2a\u6717\u4e4b\u4e07<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Langevin\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65b9\u7a0b\u6765\u5efa\u6a21\uff0c\u8fd9\u6837\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u4e2d\u7684\u5927\u91cf\u5206\u6790\u5de5\u5177\u4fbf\u53ef\u4ee5\u88ab\u5e94\u7528\u5230\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6765&nbsp;\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"203\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aRethinking the Structure of Stochastic Gradients: Empirical and Statistical Evidence\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/openreview.net\/forum?id=9xlU4lhri9&amp;referrer=%5Bthe%20profile%20of%20Zeke%20Xie%5D(%2Fprofile%3Fid%3D~Zeke_Xie1\" data-editid=\"7df4sp0rstrh37ddwqo\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u9898\u76ee\uff1aRethinking the Structure of Stochastic Gradients: Empirical and Statistical Evidence<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/openreview.net\/forum?id=9xlU4lhri9&amp;referrer=%5Bthe%20profile%20of%20Zeke%20Xie%5D(%2Fprofile%3Fid%3D~Zeke_Xie1<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"137\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aAnomalous diffusion dynamics of learning in deep neural networks\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0893608022000296\" data-editid=\"nfuk5shzy33o86p2ps\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u9898\u76ee\uff1aAnomalous diffusion dynamics of learning in deep neural networks<\/span><\/section>\n<section style=\"text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0893608022000296<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e0d\u4ec5\u5982\u6b64\uff0c\u8fd9\u7bc7\u6587\u7ae0\u8fd8\u6307\u51fa\uff0c\u901a\u8fc7\u63a7\u5236\u8f68\u9053\u7684Hausdorff\u7ef4\u5ea6\u53ef\u4ee5\u8c03\u63a7\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u8d8a\u91cd\u5c3e\u7684\u5206\u5e03\u53ef\u4ee5\u8ba9\u6a21\u578b\u5177\u6709\u8d8a\u597d\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<section style=\"margin-bottom: 0px;white-space: normal;text-align: left;\"><br  \/><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"120\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aNon-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1702.03849\" data-editid=\"4hm79228lqug25u2j9c\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-bottom: 0px;white-space: normal;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u9898\u76ee\uff1aNon-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis<\/span><\/section>\n<section style=\"margin-bottom: 0px;white-space: normal;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1702.03849<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"110\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aHausdorff Dimension, Heavy Tails, and&nbsp;Generalization in Neural Networks\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2006.09313.pdf\" data-editid=\"mwqgegii50lirgy328\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-bottom: 0px;white-space: normal;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\u9898\u76ee\uff1a<span style=\"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;\">Hausdorff Dimension, Heavy Tails, and&nbsp;Generalization in Neural Networks<\/span><\/span><\/section>\n<section style=\"margin-bottom: 0px;white-space: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2006.09313.pdf<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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);\">\u5982\u679c\u5c06\u4e24\u79cd\u52a8\u529b\u5b66\u7ed3\u5408\u8d77\u6765\u770b\uff0c\u5219\u795e\u7ecf\u7f51\u7edc\u5927\u6a21\u578b\u662f\u4e00\u4e2a\u5178\u578b\u7684\u4e24\u4e2a\u4e0d\u540c\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u7684\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u4e00\u4e2a\u662f\u5c0f\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u7684\u524d\u9988\u8fc7\u7a0b\uff0c\u53e6\u4e00\u4e2a\u5219\u662f\u66f4\u5927\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u7684\u53cd\u9988\u8bad\u7ec3\u8fc7\u7a0b\u3002<strong>\u8fd9\u6837\u4e24\u79cd\u65f6\u95f4\u5c3a\u5ea6\u7684\u534f\u8c03\u4e0e\u914d\u5408\u4fbf\u4f1a\u4f7f\u5f97\u795e\u7ecf\u7f51\u7edc\u5c55\u73b0\u51fa\u6781\u5f3a\u7684\u9002\u5e94\u6027\u80fd\u529b<\/strong>\u3002\u540e\u6587\u5c06\u5bf9\u8fd9\u79cd\u4e24\u4e2a\u5c3a\u5ea6\u7684\u52a8\u529b\u5b66\u8fdb\u884c\u66f4\u6df1\u5165\u5730\u8ba8\u8bba\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<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u81ea\u6ce8\u610f\u529b\u662f\u4e00\u79cd\u81ea\u8c03\u63a7\u673a\u5236<\/span><\/strong><\/span><\/h2>\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);\">\u53e6\u5916\uff0c\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u76ee\u524d\u6240\u6709\u7684\u5927\u8bed\u8a00\u6a21\u578b\u90fd\u91c7\u7528\u4e86Transformer\u67b6\u6784\uff0c\u800c\u8fd9\u4e00\u67b6\u6784\u7684\u5176\u4e2d\u4e00\u4e2a\u6838\u5fc3\u90e8\u4ef6\u5c31\u662f\u81ea\u6ce8\u610f\u529b\u673a\u5236\u3002\u6709\u4e86\u6ce8\u610f\u529b\u673a\u5236\u7684\u5f15\u5165\uff0c\u5b9e\u9645\u4e0a\u795e\u7ecf\u7f51\u7edc\u5728\u524d\u5411\u52a8\u529b\u5b66\u4e2d\u5c31\u53ef\u4ee5\u52a8\u6001\u5730\u51b3\u5b9a\u4e00\u4e2a\u52a0\u6743\u6709\u5411\u7f51\u7edc\uff0c\u8be5\u7f51\u7edc\u53ef\u4ee5\u53cd\u4f5c\u7528\u5230\u795e\u7ecf\u7f51\u7edc\u4e0a\uff0c\u4ece\u800c\u76f8\u5f53\u4e8e\u5728\u524d\u5411\u52a8\u529b\u5b66\u8fc7\u7a0b\u4e4b\u4e2d\u5c31\u5f62\u6210\u4e86\u4e00\u79cd\u9ad8\u9636\u7684\u63a7\u5236\u7ed3\u6784\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"63\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aAttention Is All You Need \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1706.03762\" data-editid=\"xzsr5g6brl5bdwrjls\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aAttention Is All You Need<\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<span style=\"font-size: 15px;\">https:\/\/arxiv.org\/abs\/1706.03762<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1608\" data-ratio=\"0.5509259259259259\" data-type=\"png\" data-w=\"1080\" data-width=\"2920\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-0bf8a6251d17b2e665e48f4cd668c527.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe2. Transformer\u67b6\u6784\u7684\u81ea\u6ce8\u610f\u529b\u673a\u5236<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u6240\u8c13\u7684\u81ea\u6ce8\u610f\u529b\u673a\u5236\u5176\u5b9e\u5c31\u662f\u4e00\u4e2a\u81ea\u52a8\u6839\u636e\u8282\u70b9\u7279\u5f81\u5411\u91cf\u6784\u5efa\u52a0\u6743\u6709\u5411\u56fe\u7684\u8fc7\u7a0b\u3002\u8fd9\u91cc\u9762\u7684\u6bcf\u4e00\u4e2a\u8282\u70b9\u8868\u793a\u8f93\u5165\u7ed9\u81ea\u6ce8\u610f\u529b\u5c42\u7684\u4e00\u4e2a\u795e\u7ecf\u5143\uff0c\u6bcf\u4e2a\u795e\u7ecf\u5143\u90fd\u6709\u4e09\u7ec4\u8282\u70b9\u7279\u5f81\u5411\u91cf\uff0c\u5206\u522b\u5b9a\u4e49\u4e3aQuery\u3001Key\u548cValue\u3002\u90a3\u4e48\uff0c\u5bf9\u4e8e\u4efb\u4f55\u4e24\u4e2a\u795e\u7ecf\u5143i\u548cj\uff0c\u5b83\u4eec\u4e4b\u95f4\u6709\u6ca1\u6709\u94fe\u63a5\u5462\uff1f\u8fd9\u5c31\u8981\u7531i\u7684Query\u5411\u91cf\u4e0ej\u7684Key\u5411\u91cf\u7684\u5185\u79ef\u6765\u51b3\u5b9a\u4e86\u3002\u6211\u4eec\u4e0d\u59a8\u628aQuery\u7406\u89e3\u4e3a\u4e00\u628a\u94a5\u5319\uff0c\u800cKey\u5219\u7406\u89e3\u4e3a\u4e00\u628a\u9501\uff0c\u4e8c\u8005\u7684\u5185\u79ef\u5927\u5c0f\u5c31\u662f\u94a5\u5319\u548c\u9501\u7684\u5339\u914d\u7a0b\u5ea6\uff0c\u8fd9\u4e2a\u7a0b\u5ea6\u7684\u503c\u5c31\u662fi\u5e94\u8be5\u5173\u6ce8j\u7684\u6ce8\u610f\u529b\u5927\u5c0f\uff0c\u5b83\u662f\u4e00\u4e2a\u4ecei\u6307\u5411j\u7684\u6743\u91cd\u503c\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fdb\u4e00\u6b65\uff0c\u4e3a\u4ec0\u4e48\u8981\u6784\u5efa\u8fd9\u4e2a\u7f51\u7edc\u5462\uff1f\u7b54\u6848\u5c31\u662f\uff0c\u4e3a\u4e86\u63d0\u53d6\u4fe1\u606f\u3002\u6709\u4e86\u8fd9\u4e2a\u6ce8\u610f\u529b\u6570\u503c\uff0ci\u5c31\u53ef\u4ee5\u4ecej\u7684\u8eab\u4e0a\u6765\u63d0\u53d6\u4fe1\u606f\u4e86<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4e5f\u5c31\u662f\u50a8\u5b58\u5728V\u5411\u91cf\u4e2d\u7684\u4fe1\u606f\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u7136\u800c\uff0c\u4e0e\u4e00\u822c\u7684\u7f51\u7edc\u52a8\u529b\u5b66\u4e0d\u540c\u7684\u662f\uff0c\u8fd9\u4e2a\u6ce8\u610f\u529b\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u7531\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u9988\u8fc7\u7a0b\u6765\u51b3\u5b9a\u7684\uff0c\u4e5f\u5c31\u662f\u8bf4\u968f\u7740\u8f93\u5165\u7ed9\u6ce8\u610f\u529b\u673a\u5236\u7684\u4fe1\u606f\u4e0d\u540c\uff0c\u6700\u7ec8\u5f97\u5230\u7684\u6ce8\u610f\u529b\u7f51\u7edc\u4e5f\u662f\u4e0d\u540c\u7684\u3002\u4e8e\u662f\uff0c\u5404\u4e2a\u795e\u7ecf\u5143\u4e4b\u95f4\u4fbf\u53ef\u4ee5\u5728\u524d\u9988\u8fd0\u7b97\u8fc7\u7a0b\u4e2d\u968f\u7740\u6d41\u5165\u4fe1\u606f\u7684\u4e0d\u540c\u800c\u5f62\u6210\u4e0d\u540c\u7684\u4fe1\u606f\u901a\u8def\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u4e0d\u59a8\u628a\u4e00\u4e2a\u524d\u9988\u8fd0\u7b97\u8fc7\u7a0b\u548c\u7f51\u7edc\u6743\u91cd\u6bd4\u55bb\u6210\u6c34\u6d41\u548c\u6cb3\u9053\u3002\u4e00\u822c\u7684\u795e\u7ecf\u7f51\u7edc\u6cb3\u9053\u662f\u6162\u53d8\u7684\uff0c\u6c34\u6d41\u53ea\u80fd\u88ab\u52a8\u5730\u5728\u6cb3\u9053\u4e2d\u6d41\u6dcc\uff0c\u800c\u53ea\u80fd\u901a\u8fc7\u7f13\u6162\u7684\u8bad\u7ec3\u8fc7\u7a0b\u6162\u6162\u6539\u53d8\u6cb3\u9053\u3002\u4f46\u662f\uff0c\u6709\u4e86\u81ea\u6ce8\u610f\u529b\u8fd9\u79cd\u673a\u5236\uff0c\u6cb3\u6c34\u80fd\u591f\u5728\u6d41\u6dcc\u7684\u8fc7\u7a0b\u4e2d\u5c31\u6539\u53d8\u6cb3\u9053\u7684\u5206\u5e03\u60c5\u51b5\uff0c\u8fd9\u5c31\u4f7f\u5f97<strong>\u5355\u4e00\u7684\u524d\u9988\u8fd0\u7b97\u8fc7\u7a0b\u5c31\u5df2\u7ecf\u6210\u4e3a\u5feb\u6162\u4e24\u79cd\u65f6\u95f4\u5c3a\u5ea6\u6df7\u5408\u7684\u52a8\u529b\u5b66\u8fc7\u7a0b\u4e86<\/strong>\u3002<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"1.4781420765027322\" data-s=\"300,640\" data-type=\"png\" data-w=\"732\" style=\"width: 257px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-e5aac67b58cf95d3bf8700d355d0ebf1.png\"  \/><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe3. \u5728\u6700\u8fd11000\u5e74\u4e2d\uff0c\u4e0d\u65ad\u6539\u53d8\u4e2d\u7684 Willamette\u6cb3\u6d41<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u5b9e\uff0c\u5728\u4e00\u822c\u7684\u591a\u53d8\u91cf\u7684\u590d\u6742\u52a8\u529b\u7cfb\u7edf\u4e2d\uff0c\u8fd9\u79cd\u73b0\u8c61\u672c\u8d28\u4e0a\u53ef\u4ee5\u7406\u89e3\u4e3a\u5feb\u3001\u6162\u53d8\u91cf\u7684\u5206\u79bb\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u590d\u6742\u52a8\u529b\u7cfb\u7edf\u53ef\u4ee5\u5199\u4e3a\uff1adX\/dt=f(X)\uff0c\u5176\u4e2d\u53d8\u91cfX\u5305\u542b\u4e86\u4e24\u90e8\u5206\uff1aX<sub>1<\/sub>\u548cX<sub>2<\/sub>\u3002\u5176\u4e2d\uff0cX<sub>1<\/sub>\u7684\u53d8\u5316\u65f6\u95f4\u5c3a\u5ea6\u975e\u5e38\u5feb\uff0c\u800cX<sub>2<\/sub>\u7684\u53d8\u5316\u65f6\u95f4\u5c3a\u5ea6\u975e\u5e38\u6162\uff0c\u8fd9\u5c31\u5b9e\u73b0\u4e86\u5feb-\u6162\u53d8\u91cf\u7684\u5206\u79bb\u3002\u534f\u540c\u5b66\u7684\u63d0\u51fa\u8005\u54c8\u80af<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Haken\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u66fe\u4e13\u95e8\u8ba8\u8bba\u8fc7\u4e00\u822c\u968f\u673a\u52a8\u529b\u7cfb\u7edf\u4e2d\u7684\u53d8\u91cf\u5206\u79bb\u65b9\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u53c2\u8003\u300a\u534f\u540c\u5b66\u539f\u7406\u300b\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u6709\u4e86\u5feb\u3001\u6162\u53d8\u91cf\u7684\u5206\u79bb\uff0c\u6211\u4eec\u4fbf\u53ef\u4ee5\u5c06 f \u7406\u89e3\u4e3a\u4e24\u4e2a\u5206\u79bb\u7684\u52a8\u529b\u7cfb\u7edf\uff0c\u4e00\u4e2a\u662f f<sub>1<\/sub>\uff0c\u5b83\u5bf9\u5e94\u7684\u662f X<sub>1<\/sub> \u53d8\u91cf\u7684\u5feb\u52a8\u529b\u5b66\uff0c\u8fd9\u4e2a\u65f6\u5019 X<sub>2<\/sub> \u4fbf\u6784\u6210\u4e86 f<sub>1<\/sub> \u5feb\u52a8\u529b\u5b66\u7684\u53c2\u6570\uff0c\u800c\u53e6\u5916\u7684\u6162\u52a8\u529b\u5b66 f<sub>2<\/sub> \u5219\u5236\u7ea6\u4e86\u53c2\u6570 X<sub>2<\/sub> \u7684\u52a8\u6001\u6f14\u5316\uff0c\u5bf9 X<sub>2<\/sub>&nbsp;\u7684\u6539\u53d8\u5c31\u6709\u53ef\u80fd\u5f7b\u5e95\u6539\u53d8\u4e86 f1 \u52a8\u529b\u5b66\u7684\u8fd0\u884c\u65b9\u5f0f\uff0c\u56e0\u6b64\u6211\u4eec\u4e5f\u53ef\u4ee5\u8bf4 X<sub>2<\/sub> \u8c03\u63a7\u4e86 f<sub>1<\/sub> \u8fd9\u4e00\u5feb\u52a8\u529b\u5b66\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\uff0c\u5feb\u52a8\u529b\u5b66\u662f\u524d\u9988\u8fc7\u7a0b\uff0c\u7f51\u7edc\u6743\u91cdW\u662f\u53c2\u6570\uff0c\u6162\u52a8\u529b\u5b66\u662f\u68af\u5ea6\u53cd\u4f20\u7b97\u6cd5\uff0c\u5bf9W\u8fdb\u884c\u8c03\u6574\u3002Transformer\u4e2d\u7684\u81ea\u6ce8\u610f\u529b\u673a\u5236\u7684\u672c\u8d28\u5c31\u5728\u4e8e\u524d\u9988\u8fc7\u7a0b\u53ef\u6539\u53d8\u6ce8\u610f\u529b\uff0c\u800c\u6ce8\u610f\u529b\u53c8\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u79cd\u52a8\u6001\u6743\u91cd\u52a0\u5230\u6bcf\u4e2a\u795e\u7ecf\u5143\u7684\u6570\u503c\u4e0a\uff0c\u5b83\u7684\u4f5c\u7528\u662f\u548cW\u7c7b\u4f3c\u7684\u3002\u8fd9\u5c31\u5bfc\u81f4\u4e86\u4e00\u79cd\u81ea\u6211\u8c03\u63a7\u7684\u5b9e\u73b0<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5373\u8868\u73b0\u4e3af<sub>1<\/sub>\u53ef\u4ee5\u6539\u53d8f<sub>2<\/sub>\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u5373\u7cfb\u7edf\u7684\u201c\u5feb\u201d\u52a8\u529b\u5b66\u80fd\u591f\u5728\u4e00\u4e9b\u60c5\u51b5\u4e0b\u51b3\u5b9a\u201c\u6162\u201d\u52a8\u529b\u5b66\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece\u56fe\u7075\u673a\u7684\u89d2\u5ea6\u6765\u8bf4\uff0c\u524d\u9988\u7684\u6d88\u606f\u53ef\u4ee5\u770b\u4f5c\u662f\u6570\u636e\uff0c\u7f51\u7edc\u6743\u91cdW\u53ef\u4ee5\u770b\u4f5c\u662f\u8c03\u63a7\u7a0b\u5e8f\u3002\u5b66\u4e60\u7684\u8fc7\u7a0b\u5c31\u4f53\u73b0\u4e3a\u7a0b\u5e8f\u7684\u6539\u53d8\u3002\u56e0\u800c\u914d\u5907\u4e86\u81ea\u6ce8\u610f\u529b\u673a\u5236\u7684\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u53ef\u4ee5\u505a\u5230\u81ea\u6211\u8c03\u63a7\u7684\u3002\u8fd9\u79cd\u8c03\u63a7\u624b\u6bb5\u5f88\u7c7b\u4f3c\u4e8e\u57fa\u56e0\u7f51\u7edc\u7684\u81ea\u6211\u8c03\u63a7\u673a\u5236\u3002\u4e00\u4e2a\u57fa\u56e0\u5728\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u65e2\u53ef\u80fd\u6210\u4e3a\u8c03\u63a7\u8005\uff0c\u53c8\u53ef\u80fd\u6210\u4e3a\u88ab\u8c03\u63a7\u7684\u5bf9\u8c61\u3002\u6216\u8005\u8bf4\uff0c\u8c03\u63a7\u8005\u53ef\u4ee5\u88ab\u770b\u4f5c\u662f\u7a0b\u5e8f\uff0c\u88ab\u8c03\u63a7\u5bf9\u8c61\u53ef\u4ee5\u88ab\u770b\u4f5c\u662f\u6570\u636e\u3002\u6240\u4ee5\uff0c<strong>\u81ea\u6ce8\u610f\u529b\u673a\u5236\u4f7f\u5f97\u795e\u7ecf\u7f51\u7edc\u5177\u5907\u4e86\u201c\u81ea\u6211\u7f16\u7a0b\u201d\u7684\u80fd\u529b<\/strong><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u53c2\u770b\u9012\u5f52\u51fd\u6570\u8bba\u4e2d\u7684s-m-n\u5b9a\u7406\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u5373\u8c03\u6574W\u5c31\u662f\u5728\u6539\u53d8\u7a0b\u5e8f\u3002\u6211\u4eec\u731c\u6d4b\uff0c\u8fd9\u662fChatGPT\u8fd9\u6837\u7684\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u5b9e\u73b0 in-context \u5b66\u4e60\uff0c\u4ee5\u53ca\u5404\u79cd\u590d\u6742\u63a8\u7406\u529f\u80fd\u7684\u6838\u5fc3\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4f8b\u5982\uff0c\u6700\u8fd1\u5fae\u8f6f\u7814\u7a76\u9662\u7684\u4e00\u7bc7\u6587\u7ae0\u5c31\u6307\u51fa\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u5728\u81ea\u6ce8\u610f\u529b\u673a\u5236\u4e2d\u6a21\u62df\u68af\u5ea6\u4e0b\u964d\u7b97\u6cd5\uff0c\u4ece\u800c\u5b9e\u73b0in-context\u5b66\u4e60\u3002\u8fd9\u7bc7\u6587\u7ae0\u80cc\u540e\u7684\u57fa\u672c\u539f\u7406\u5c31\u5728\u4e8e\u6ce8\u610f\u529b\u672c\u8eab\u7684\u8c03\u8282\u53ef\u4ee5\u88ab\u770b\u4f5c\u662f\u4e00\u79cd\u5bf9\u6743\u91cdW\u7684\u68af\u5ea6\u4e0b\u964d\u8fc7\u7a0b\uff0c\u56e0\u6b64\u6ce8\u610f\u529b\u7684\u8c03\u8282\u5176\u5b9e\u5c31\u7b49\u4ef7\u4e8e\u673a\u5668\u5728\u5b9e\u73b0\u7a0b\u5e8f\u7684\u81ea\u6211\u4fee\u6539\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"140\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aWhy Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2212.10559\" data-editid=\"6pgndstl42jemzqr6kg\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1a<\/span>Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<span style=\"font-size: 15px;\">https:\/\/arxiv.org\/abs\/2212.10559<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u6d8c\u73b0<\/span><\/strong><\/span><\/h2>\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6d8c\u73b0\u73b0\u8c61\u4e5f\u662f\u8fd1\u5e74\u6765\u7814\u7a76\u7684\u70ed\u70b9\u95ee\u9898\uff0c\u4f46\u662f\u4e0e\u4f20\u7edf\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u6d8c\u73b0\u5b9a\u4e49\u4e0d\u540c\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6d8c\u73b0\u80fd\u529b\uff0c\u6307\u7684\u662f\u968f\u7740\u6a21\u578b\u89c4\u6a21\u7684\u589e\u957f\uff0c\u4e00\u4e9b\u80fd\u529b\u4f1a\u7a81\u7136\u53d8\u5f3a\uff0c\u7a81\u53d8\u5f0f\u5730\u62e5\u6709\u4e86\u5c0f\u8bed\u8a00\u6a21\u578b\u6240\u4e0d\u5177\u6709\u7684\u65b0\u80fd\u529b\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1142\" data-ratio=\"0.8824074074074074\" data-type=\"png\" data-w=\"1080\" data-width=\"1294\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-5687fdf02243f2691d271a1e423a3749.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe4. \u5927\u8bed\u8a00\u6a21\u578b\u7684\u8868\u73b0\u968f\u7740\u6a21\u578b\u89c4\u6a21\u53d8\u5316\u800c\u53d8\u5316<\/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<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"182\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aEmergent Abilities of Large Language Models \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2206.07682\" data-editid=\"4p76k8d2wtfqr08w\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-wrap: wrap;color: rgb(154, 154, 154);line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aEmergent Abilities of Large Language Models<br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-wrap: wrap;color: rgb(154, 154, 154);line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2206.07682<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-wrap: wrap;color: rgb(154, 154, 154);line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;text-wrap: wrap;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u8bba\u6587\u4f5c\u8005\u3001<span style=\"color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.578px;\">\u5728 OpenAI&nbsp;\u4ece\u4e8b ChatGPT&nbsp;\u7814\u7a76\u5de5\u4f5c\u7684<\/span>&nbsp;Jason Wei \u5728\u300c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247671199&amp;idx=2&amp;sn=d2557aadef67b6b398b0df8a26cc91dc&amp;chksm=e8990712dfee8e0402473ac9cb5ff3daefb28f24ab01c9885ea795be002d3bce7048fbd9552f&amp;scene=21#wechat_redirect\" textvalue=\"\u96c6\u667a\u4ff1\u4e50\u90e820\u5468\u5e74\u5b66\u672f\u5e74\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u96c6\u667a\u4ff1\u4e50\u90e820\u5468\u5e74\u5b66\u672f\u5e74\u4f1a<\/a>\u300d\u7684\u5206\u4eab\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;text-wrap: wrap;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">https:\/\/pattern.swarma.org\/study_group_issue\/504<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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);\">\u4e0a\u56fe\u5c55\u793a\u4e86\u4e0d\u540c\u5927\u8bed\u8a00\u6a21\u578b\u5728\u4e0d\u540c\u7c7b\u578b\u7684\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u968f\u6a21\u578b\u7684\u89c4\u6a21<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u8fd9\u91cc\u662f\u8bad\u7ec3\u7684\u65f6\u95f4\u5468\u671f\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u800c\u53d8\u5316\u7684\u8d8b\u52bf\u3002\u8fd9\u516b\u5f20\u56fe\u90fd\u5c55\u793a\u51fa\u4e86\u7a81\u53d8\u6a21\u5f0f\uff0c\u5373\u5f53\u89c4\u6a21\u589e\u957f\u5230\u4e00\u5b9a\u7a0b\u5ea6\u540e\uff0c\u67d0\u4e9b\u80fd\u529b\u5c31\u4f1a\u7a81\u7136\u8868\u73b0\u5f97\u5f88\u597d\u3002\u5177\u4f53\u7684\u6d8c\u73b0\u80fd\u529b\u5f80\u5f80\u4f7f\u7528\u6a21\u578b\u7684 prompting<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08in-context learning\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u80fd\u529b\u6765\u523b\u753b\uff0c\u8fd9\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6700\u6838\u5fc3\u7684\u80fd\u529b\u3002Prompting \u662f\u6307\u4e0d\u9700\u8981\u4efb\u4f55\u8bad\u7ec3\u6216\u8005\u68af\u5ea6\u66f4\u65b0\uff0c\u53ea\u9700\u6539\u53d8\u8f93\u5165\uff0c\u5728\u8f93\u5165\u4e2d\u6dfb\u52a0\u4e00\u4e9b\u63d0\u793a\u6587\u672c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u5bf9\u4efb\u52a1\u7684\u63cf\u8ff0\u3001\u89c4\u5219\u7684\u5b9a\u4e49\u7b49\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u4f7f\u6a21\u578b\u5728\u6b64\u57fa\u7840\u4e0a\u8865\u5145\u56de\u7b54\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\u6d8c\u73b0\u51fa\u6765\u7684 few-shot prompting \u80fd\u529b\u662f\u4e0d\u53ef\u9884\u6d4b\u7684\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u80fd\u529b\u5e76\u6ca1\u6709\u5305\u542b\u5728\u9884\u8bad\u7ec3\u4efb\u52a1\u4e2d\uff0c\u5e76\u4e14\u6211\u4eec\u53ea\u4f1a\u8fdb\u884cfew-shot prompting\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u65e0\u6cd5\u77e5\u9053\u8bed\u8a00\u6a21\u578b\u6267\u884c few-shot prompting \u4efb\u52a1\u7684\u5168\u90e8\u8303\u56f4\u3002\u6240\u4ee5\u5982\u4f55\u66f4\u597d\u5730\u89e3\u91ca prompting \u6709\u6548\u7684\u673a\u7406\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\uff0c\u5bf9\u5728\u66f4\u5c0f\u6a21\u578b\u4e0a\u4ea7\u751f\u6d8c\u73b0\u80fd\u529b\u6709\u73b0\u5b9e\u7684\u5e2e\u52a9\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u9700\u8981\u6ce8\u610f\u7684\u662f\u867d\u7136\u89e3\u9501\u6d8c\u73b0\u80fd\u529b\u7684\u65b9\u6cd5\u6709\u5f88\u591a\uff0c\u5305\u62ec\uff1a1\uff09\u8fdb\u4e00\u6b65\u6269\u5927\u6a21\u578b\u89c4\u6a21\uff1b2\uff09\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u4ee5\u53ca\u6539\u5584\u6a21\u578b\u67b6\u6784\u548c\u8bad\u7ec3\u65b9\u5f0f\uff1b3\uff09\u6539\u5584\u8bed\u8a00\u6a21\u578b\u7684\u901a\u7528 few-shot prompting \u80fd\u529b\u3002\u4f46\u662f\u5e76\u975e\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u6240\u6709\u7684\u4efb\u52a1\u90fd\u4f1a\u53d1\u751f\u6d8c\u73b0\u3002\u540c\u65f6\u968f\u7740\u8bed\u8a00\u6a21\u578b\u589e\u5927\u4f1a\u4ea7\u751f\u6d8c\u73b0\u80fd\u529b\uff0c\u4f46\u662f\uff0c\u98ce\u9669\u4e5f\u5728\u589e\u52a0\u3002\u56e0\u6b64\u5f04\u6e05\u695a\u53d1\u751f\u6d8c\u73b0\u7684\u771f\u6b63\u673a\u7406\u5230\u5e95\u662f\u4ec0\u4e48\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u8fd9\u6709\u52a9\u4e8e\u6211\u4eec\u786e\u5b9a\u6a21\u578b\u53ef\u4ee5\u62e5\u6709\u54ea\u4e9b\u6d8c\u73b0\u80fd\u529b\uff0c\u4ee5\u53ca\u5982\u4f55\u8bad\u7ec3\u4e00\u4e2a\u5177\u6709\u66f4\u5f3a\u7684\u8bed\u4e49\u6a21\u578b\u3002\u5bf9\u4e8e\u67d0\u4e2a\u4efb\u52a1\u53ea\u6709\u6a21\u578b\u89c4\u6a21\u8d85\u8fc7\u67d0\u4e2a\u9608\u503c\u624d\u80fd\u53d1\u751f\u6d8c\u73b0\u80fd\u529b\uff0c\u5982\u679c\u628a\u5927\u8bed\u8a00\u6a21\u578b\u770b\u6210\u662f\u4e00\u4e2a\u5177\u6709\u4e16\u754c\u77e5\u8bc6\u7684\u590d\u6742\u7cfb\u7edf\uff0c\u53ef\u4ee5\u8fdb\u884c\u5982\u4e0b\u89e3\u91ca\uff0c\u5982\u679c\u4e00\u4e2a\u591a\u6b65\u63a8\u7406\u9700\u8981L\u6b65\u7684\u5e8f\u5217\u8ba1\u7b97\uff0c\u8fd9\u53ef\u80fd\u9700\u8981\u6a21\u578b\u81f3\u5c11\u6709O(L)\u5c42\u6df1\u5ea6\u7684\u7f51\u7edc\uff0c\u56e0\u6b64\uff0c\u66f4\u591a\u7684\u53c2\u6570\u548c\u66f4\u591a\u7684\u8bad\u7ec3\u6a21\u578b\u80fd\u591f\u786e\u4fdd\u66f4\u597d\u5730\u8bb0\u5fc6\u90a3\u4e9b\u6709\u52a9\u4e8e\u5404\u7c7b\u4efb\u52a1\u7684\u4e16\u754c\u77e5\u8bc6\u3002\u518d\u6bd4\u5982\u8bf4\uff0c\u8981\u5728 closed book \u95ee\u7b54\u4e0a\u53d6\u5f97\u597d\u7684\u8868\u73b0\uff0c\u53ef\u80fd\u9700\u8981\u4e00\u4e2a\u6a21\u578b\u5177\u6709\u8db3\u591f\u7684\u53c2\u6570\u6765\u6355\u83b7\u77e5\u8bc6\u5e93\u672c\u8eab\u3002\u9664\u4e86\u53d1\u751f\u771f\u6b63\u7684\u673a\u7406\u4f1a\u5bfc\u81f4\u5927\u6a21\u578b\u53d1\u751f\u6d8c\u73b0\u80fd\u529b\uff0c\u8bc4\u4f30\u6d8c\u73b0\u80fd\u529b\u6307\u6807\u7684\u9009\u62e9\u4ee5\u53ca\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u7684\u4f7f\u7528\uff0c\u90fd\u4f1a\u5f71\u54cd\u6a21\u578b\u6d8c\u73b0\u80fd\u529b\u7684\u53d1\u751f\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u66f4\u9700\u8981\u501f\u52a9\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u7406\u8bba\u6765\u89e3\u91ca\u53d1\u751f\u6d8c\u73b0\u73b0\u8c61\u7684\u672c\u8d28\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u4ece\u590d\u6742\u79d1\u5b66\u7684\u89c6\u89d2\u6765\u770b\uff0c\u5927\u6a21\u578b\u7684\u8fd9\u79cd\u6d8c\u73b0\u80fd\u529b\u5176\u5b9e\u975e\u5e38\u7c7b\u4f3c\u4e8e\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u76f8\u53d8\u73b0\u8c61<\/strong>\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u7f51\u7edc\u4e2d\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u65ad\u5730\u5f80\u7f51\u7edc\u4e0a\u968f\u673a\u5730\u52a0\u8fb9\uff0c\u7f51\u7edc\u5c31\u4f1a\u5728\u8fde\u8fb9\u6570\u7a81\u7834\u67d0\u4e2a\u9608\u503c\u7684\u65f6\u5019\uff0c\u7a81\u7136\u76f8\u4e92\u8fde\u63a5\u5f62\u6210\u4e00\u4e2a\u5927\u7684\u8054\u901a\u96c6\u56e2\u3002\u5982\u4e0b\u56fe\uff1a<\/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;\"><img class=\"rich_pages wxw-img\" data-height=\"716\" data-ratio=\"0.43425925925925923\" data-type=\"png\" data-w=\"1080\" data-width=\"1648\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-0311c0bbd35ff66806a89683d251f77d.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 5 \u968f\u673a\u7f51\u7edc\u7684\u8fde\u901a\u6027\u968f\u7740\u8fde\u8fb9\u5bc6\u5ea6\u53d8\u5316\u800c\u53d8\u5316<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56fe\u4e2d\uff0cp\u4e3a\u968f\u673a\u7f51\u7edc\u4e2d\u7684\u8fde\u8fb9\u5bc6\u5ea6\uff0cg\u4e3a\u6700\u5927\u8054\u901a\u96c6\u56e2\u7684\u89c4\u6a21\u5927\u5c0f\u3002\u5de6\u56fe\u5c55\u793a\u4e86\uff0c\u968f\u7740\u8fde\u8fb9\u5bc6\u5ea6\u589e\u52a0\uff0c\u8054\u901a\u96c6\u56e2\u7684\u53d8\u5316\u60c5\u51b5\u3002\u5728p=0.45\u5de6\u53f3\u7684\u65f6\u5019\uff0c\u4f1a\u53d1\u751f\u7a81\u53d8\uff0c\u5373\u6700\u5927\u8054\u901a\u96c6\u56e2\u7684\u89c4\u6a21\u4f1a\u7a81\u7136\u8fc5\u731b\u589e\u957f\u3002\u53f3\u56fe\u5c55\u793a\u4e86\u7f51\u7edc\u6574\u4f53\u7684\u8fde\u901a\u6027<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u53ef\u4ee5\u7406\u89e3\u4e3a\u5c31\u662f\u6700\u5927\u8054\u901a\u96c6\u56e2\u7684\u89c4\u6a21\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u968f\u7f51\u7edc\u8fde\u8fb9\u6982\u7387\u7684\u53d8\u5316\u60c5\u51b5\u3002\u5176\u4e2dp<span style=\"font-size:12px;\"><sub>c<\/sub><\/span>\u5373\u662f\u4e34\u754c\u76f8\u53d8\u70b9\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>AI<\/strong><strong>&nbsp;<\/strong><strong>\u5927\u6a21\u578b\u7684\u6d8c\u73b0\u80fd\u529b\u53ef\u80fd\u53ef\u4ee5\u7528\u7f51\u7edc\u6e17\u6d41<\/strong><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Percolation\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u6a21\u578b\u6765\u52a0\u4ee5\u89e3\u91ca<\/strong>\u3002\u5176\u4e2d\uff0c\u7f51\u7edc\u7684\u89c4\u6a21\u5c31\u5bf9\u5e94\u4e86\u8fde\u8fb9\u6982\u7387\uff0c\u8bf8\u5982 in-context \u8fd9\u6837\u7684\u80fd\u529b\u5c31\u5bf9\u5e94\u4e3a\u6700\u5927\u8054\u901a\u96c6\u56e2\u3002\u6240\u4ee5\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u89c4\u6a21\u5728\u7a81\u7834\u4e00\u5b9a\u7684\u9608\u503c\u4e4b\u524d\uff0c\u5b83\u7684\u5404\u79cd\u8868\u73b0\u6548\u679c\u90fd\u63a5\u8fd1\u968f\u673a\uff0c\u4f46\u662f\u4e00\u65e6\u89c4\u6a21\u8d85\u8fc7\u8be5\u9608\u503c\u540e\u6548\u679c\u5c06\u4f1a\u5927\u5927\u63d0\u9ad8\u3002\u8fd9\u79cd\u6d8c\u73b0\u80fd\u529b\u662f\u4e00\u79cd\u91cf\u53d8\u5f15\u8d77\u8d28\u53d8\u7684\u98de\u8dc3\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53e6\u5916<strong>\u53ef\u80fd\u53ef\u4ee5\u7528\u6e17\u6d41\u73b0\u8c61\u52a0\u4ee5\u89e3\u91ca\u7684\u5c31\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u601d\u7ef4\u94fe<\/strong><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08CoT\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a\u5bf9\u4e8e\u957f\u63a8\u7406\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u4e5f\u662f\u628a\u5b83\u62c6\u6210\u4e00\u6b65\u4e00\u6b65\u6765\u5b8c\u6210\u7684\uff0c\u800c\u6bcf\u4e00\u6b65\u90fd\u6709\u4e00\u5b9a\u7684\u6b63\u786e\u7387\uff0c\u4f46\u53ea\u8981\u6709\u4e00\u6b65\u505a\u9519\uff0c\u6700\u540e\u7684\u7ed3\u679c\u5c31\u662f\u9519\u7684\uff0c\u5c31\u597d\u6bd4\u4e00\u8fde\u4e32\u4e58\u6cd5\u4e2d\u6709\u4e00\u4e2a\u4e58\u6570\u662f0\u3002\u5728\u5c0f\u89c4\u6a21\u9636\u6bb5\uff0c\u867d\u7136\u968f\u7740\u89c4\u6a21\u589e\u957f\u6bcf\u4e00\u6b65\u7684\u6b63\u786e\u7387\u90fd\u5728\u63d0\u9ad8\uff0c\u4f46\u628a\u6240\u6709\u6b65\u90fd\u505a\u5bf9\u7684\u6982\u7387\u8fd8\u662f\u6781\u4f4e\u3002\u53ea\u6709\u8bad\u7ec3\u89c4\u6a21\u5230\u4e86\u67d0\u4e2a\u9608\u503c\uff0c\u6700\u540e\u7ed3\u679c\u7684\u6b63\u786e\u7387\u624d\u4e00\u4e0b\u5b50\u63d0\u5347\u4e86\u4e0a\u6765\u3002\u8fd9\u4e5f\u80fd\u5f88\u597d\u89e3\u91ca\u4e3a\u4ec0\u4e48\u50cf\u601d\u7ef4\u94fe\u8fd9\u6837\u7684\u6280\u672f\u80fd\u5f88\u597d\u5730\u63d0\u5347\u6d8c\u73b0\u5b9e\u9a8c\u7684\u6548\u679c\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<h2 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u5927\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u6cd5\u5219<\/span><\/strong><\/span><\/h2>\n<section style=\"margin-bottom: 0px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\"><br  \/><\/span><\/strong><\/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);\">\u4e0e\u8bb8\u591a\u590d\u6742\u7cfb\u7edf\u4e00\u6837\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u4e5f\u9075\u5faa\u7740\u89c4\u6a21\u6cd5\u5219<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Scaling law\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u4e5f\u5c31\u662f\u5b83\u7684\u5404\u9879\u5b8f\u89c2\u6307\u6807\u4f1a\u5f62\u6210\u4e24\u4e24\u7684\u5e42\u5f8b\u5173\u7cfb\u3002\u8bba\u6587\u300a\u795e\u7ecf\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u6cd5\u5219\u300b\u5305\u542b\u4e86\u5bf9\u4ea4\u53c9\u71b5\u635f\u5931\u4e0b\u8bed\u8a00\u6a21\u578b\u6027\u80fd\u7684\u7ecf\u9a8c\u7f29\u653e\u6cd5\u5219\u7684\u7814\u7a76\uff0c\u91cd\u70b9\u662fTransformer\u67b6\u6784\u3002\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230\u8bed\u8a00\u6a21\u578b\u6027\u80fd\u4e0e\u6a21\u578b\u5927\u5c0f\u3001\u6a21\u578b\u5f62\u72b6\u548c\u8ba1\u7b97\u9884\u7b97\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u8fd9\u4e9b\u5173\u7cfb\u53ef\u7528\u4e8e\u8ba1\u7b97\u6211\u4eec\u8981\u8bad\u7ec3\u7684\u56fa\u5b9a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6700\u4f73\u6709\u6548\u8ba1\u7b97\u9884\u7b97\uff0c\u6216\u8005\u53cd\u4e4b\u4ea6\u7136\uff0c\u4ee5\u5bfc\u51fa\u7ed9\u5b9a\u56fa\u5b9a\u8ba1\u7b97\u9884\u7b97\u7684\u6700\u4f73\u6709\u6548\u6a21\u578b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5728\u6a21\u578b\u5927\u5c0f\u548c\u5f62\u72b6\u65b9\u9762\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u5176\u4e2d\u7684\u89c4\u5f8b\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u6709\u5bc6\u5207\u8054\u7cfb\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u4f5c\u4e3a\u8bba\u6587\u4e2d\u7684\u5927\u6837\u672c\u6848\u4f8b\u62e5\u6709\u66f4\u52a0\u826f\u597d\u7684\u8868\u73b0\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"906\" data-ratio=\"0.4305555555555556\" data-type=\"png\" data-w=\"1080\" data-width=\"2106\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-117041e2a557bf2466623b7281b8884a.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 6 \u5927\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u6cd5\u5219<\/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<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"208\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aScaling Laws for Neural Language Models \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2001.08361.pdf\" data-editid=\"13l5n7op364800hk3k\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;color: rgb(154, 154, 154);text-wrap: wrap;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aScaling Laws for Neural Language Models<br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;color: rgb(154, 154, 154);text-wrap: wrap;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2001.08361.pdf<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;color: rgb(154, 154, 154);text-wrap: wrap;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;color: rgb(154, 154, 154);text-wrap: wrap;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u53c2\u770b\u300c<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=\"AI+Science\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI+Science\u8bfb\u4e66\u4f1a<\/a>\u300d\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\u5173\u4e8e\u5927\u6a21\u578b\u795e\u7ecf\u6807\u5ea6\u5f8b\u7684\u5206\u4eab\uff1aScience for LLM and LLM for Science https:\/\/pattern.swarma.org\/study_group_issue\/446<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece\u5df2\u6709\u5b9e\u9a8c\u4e2d\u53ef\u4ee5\u770b\u51fa\uff0c\u6d4b\u8bd5\u635f\u5931\u968f\u6a21\u578b\u5927\u5c0f\u3001\u6570\u636e\u96c6\u5927\u5c0f\u548c\u7528\u4e8e\u8bad\u7ec3\u7684\u8ba1\u7b97\u91cf\u5448\u5e42\u5f8b\u53d8\u5316\uff0c\u6709\u4e9b\u8d8b\u52bf\u8d85\u8fc7\u4e867\u4e2a\u6570\u91cf\u7ea7\u3002\u8fd9\u610f\u5473\u7740\u5b58\u5728\u7740\u7b80\u5355\u7684\u65b9\u7a0b\u63a7\u5236\u7740\u8fd9\u4e9b\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u5e76\u4e14\u8fd9\u4e9b\u65b9\u7a0b\u53ef\u4ee5\u7528\u4e8e\u8bad\u7ec3\u975e\u5e38\u5927\u7684\u8bed\u8a00\u6a21\u578b\u7684\u6700\u4f73\u6709\u6548\u914d\u7f6e\u3002\u7b80\u5355\u7684\u5e42\u5f8b\u65b9\u7a0b\u4e5f\u53ef\u4ee5\u63a7\u5236\u8fc7\u62df\u5408\u5bf9\u6a21\u578b\u4e0e\u6570\u636e\u96c6\u5927\u5c0f\u7684\u4f9d\u8d56\u6027\u4ee5\u53ca\u8bad\u7ec3\u901f\u5ea6\u5bf9\u6a21\u578b\u5927\u5c0f\u7684\u4f9d\u8d56\u3002\u8fd9\u4e9b\u5173\u7cfb\u5141\u8bb8\u6211\u4eec\u786e\u5b9a\u56fa\u5b9a\u8ba1\u7b97\u9884\u7b97\u7684\u6700\u4f73\u5206\u914d\u3002\u66f4\u5927\u7684\u6a21\u578b\u5177\u6709\u66f4\u9ad8\u7684\u6837\u672c\u6548\u7387\uff0c\u56e0\u6b64\u6700\u4f73\u8ba1\u7b97\u6548\u7387\u8bad\u7ec3\u5305\u62ec\u5728\u76f8\u5bf9\u5c11\u91cf\u7684\u6570\u636e\u4e0a\u8bad\u7ec3\u975e\u5e38\u5927\u7684\u6a21\u578b\uff0c\u5e76\u5728\u6536\u655b\u4e4b\u524d\u663e\u8457\u505c\u6b62\u3002\u8fdb\u4e00\u6b65\uff0c\u8fd9\u4e9b\u89c4\u6a21\u6cd5\u5219\u5c06\u5e94\u7528\u4e8e\u5177\u6709\u6700\u5927\u4f3c\u7136\u635f\u5931\u7684\u5176\u4ed6\u751f\u6210\u5efa\u6a21\u4efb\u52a1\uff0c\u53ef\u80fd\u4e5f\u9002\u7528\u4e8e\u5176\u4ed6\u8bbe\u7f6e\u3002\u4e3a\u6b64\uff0c\u5728\u5176\u4ed6\u9886\u57df<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u6a21\u578b\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e0a\u6d4b\u8bd5\u8fd9\u4e9b\u5173\u7cfb\u5c06\u662f\u5f88\u6709\u7814\u7a76\u4ef7\u503c\u7684\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4eba\u4eec\u5728\u89e3\u91ca\u5404\u7c7b\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u89c4\u6a21\u6cd5\u5219\u5df2\u6709\u4e30\u5bcc\u7684\u7ecf\u9a8c\uff0c\u90a3\u4e48\u8fd9\u4e9b\u7ecf\u9a8c\u662f\u5426\u4e5f\u80fd\u8fc1\u79fb\u5230\u5927\u8bed\u8a00\u6a21\u578b\u5462\uff1f\u8ba9\u6211\u4eec\u62ed\u76ee\u4ee5\u5f85\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;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;text-wrap: wrap;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(136, 136, 136);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;\">&gt;&gt; \u63a2\u7d22 AI \u548c\u81ea\u7136\u79d1\u5b66\u76f8\u4e92\u4fc3\u8fdb\u7684\u65b0\u8303\u5f0f\uff0c\u5173\u6ce8\u300cAI+Science\u300d\u8bfb\u4e66\u4f1a\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;text-align: center;\"><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=\"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;line-height: 0;outline: 0px;vertical-align: bottom;user-select: none;\"><span class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img\" data-cropselx1=\"0\" data-cropselx2=\"552\" data-cropsely1=\"0\" data-cropsely2=\"311\" data-imgfileid=\"100198764\" data-ratio=\"0.5714285714285714\" data-w=\"1050\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;width: 552px;visibility: visible !important;height: auto !important;\"  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0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;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><\/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;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;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: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -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 style=\"outline: 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;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;\">\u4f5c\u4e3a\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684AI\u5927\u6a21\u578b<\/strong><\/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;color: rgb(34, 34, 34);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);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;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;\">&nbsp;<\/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);\">\u6240\u8c13\u7684\u590d\u6742\u9002\u5e94\u7cfb\u7edf<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Complex Adaptive System\uff0c\u7b80\u79f0CAS\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 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63);\">\u4f8b\u5982\u751f\u7269\u8fdb\u5316\uff0c\u5916\u754c\u73af\u5883\u7684\u53d8\u5316\u53ef\u80fd\u5bf9\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\u9020\u6210\u6bc1\u706d\u6027\u6253\u51fb\uff0c\u4f46\u81ea\u7136\u9009\u62e9\u603b\u4f1a\u8ba9\u751f\u7269\u5728\u65b0\u7684\u73af\u5883\u4e2d\u51fa\u73b0\u65b0\u7684\u7a33\u6001\uff0c\u5373\u5168\u65b0\u7684\u98df\u7269\u7f51\u3002\u5927\u8111\u4e5f\u662f\u4e00\u4e2a\u5178\u578b\u7684\u4f8b\u5b50\u3002\u4e0d\u65ad\u7684\u5b66\u4e60\u91cd\u5851\u7740\u5927\u8111\u7684\u795e\u7ecf\u5143\u7f51\u7edc\uff0c\u4ee5\u8ba9\u5927\u8111\u53ef\u4ee5\u9002\u5e94\u65b0\u7684\u4efb\u52a1\u3002\u5373\u4f7f\u6709\u5267\u70c8\u7684\u5e72\u6270\uff0c\u6bd4\u5982\u5931\u660e\u8ba9\u8d1f\u8d23\u89c6\u89c9\u7684\u8111\u533a\u4e0d\u518d\u8d77\u4f5c\u7528\uff0c\u5b83\u4e5f\u80fd\u5f88\u5feb\u5730\u5ef6\u5c55\u5176\u5b83\u8111\u533a\uff0c\u5145\u5206\u5229\u7528\u539f\u672c\u7684\u89c6\u89c9\u8111\u533a\u3002\u6bd4\u5982\u5931\u660e\u7684\u4eba\u542c\u89c9\u4e00\u822c\u90fd\u6bd4\u8f83\u7075\u654f\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<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u4ece\u751f\u6001\u4f4d\u5230\u7c7b\u6bd4\u601d\u7ef4<\/span><\/strong><\/span><\/h3>\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);\">\u5728\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u4e2d\uff0c\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u6982\u5ff5\uff0c\u53eb\u505a\u751f\u6001\u4f4d<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Niche\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u8fd9\u4e2a\u6982\u5ff5\u6700\u65e9\u8d77\u6e90\u4e8e\u751f\u6001\u5b66\uff0c\u6307\u7684\u662f\u6bcf\u4e00\u4e2a\u7269\u79cd\u5728\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\u4e2d\u90fd\u6709\u7740\u72ec\u4e00\u65e0\u4e8c\u7684\u5730\u4f4d\u548c\u4f5c\u7528\u3002\u53cd\u8fc7\u6765\uff0c\u5982\u679c\u4e00\u4e2a\u751f\u6001\u4f4d\u4e0a\u7684\u7269\u79cd\u6d88\u5931\uff0c\u7ecf\u8fc7\u4e00\u6bb5\u65f6\u95f4\u7684\u6f14\u5316\uff0c\u8be5\u751f\u6001\u4f4d\u4e0a\u5c31\u6709\u53ef\u80fd\u201c\u8bde\u751f\u201d\u51fa\u4e00\u4e2a\u5168\u65b0\u7684\u7269\u79cd\uff0c\u4f46\u662f\u5b83\u7684\u529f\u80fd\u548c\u539f\u7269\u79cd\u6781\u5176\u76f8\u4f3c\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\u770b\u4f5c\u662f\u4e00\u4e2a\u7531\u5404\u4e2a\u62bd\u8c61\u7684\u751f\u6001\u4f4d<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4e5f\u5c31\u662f\u529f\u80fd\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7ec4\u6210\u7684\u7cfb\u7edf\uff0c\u800c\u5e76\u975e\u662f\u7531\u5177\u4f53\u7684\u7269\u79cd\u6784\u6210\u7684\u7cfb\u7edf\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728John Holland\u5173\u4e8e\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684\u7ecf\u5178\u8457\u4f5c\u300a\u9690\u79e9\u5e8f\u300b\u4e2d\u5c31\u7ed9\u51fa\u4e86\u8fd9\u6837\u7684\u4f8b\u5b50\uff1a\u4e09\u53e0\u7eaa\u6d77\u6d0b\u4e2d\u7684\u9c7c\u9f99\u4e0e\u73b0\u4ee3\u6d77\u6d0b\u4e2d\u7684\u6d77\u8c5a\u5728\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\u4e2d\u5c31\u5360\u636e\u4e86\u7c7b\u4f3c\u7684\u751f\u6001\u4f4d\u3002\u867d\u7136\u9c7c\u9f99\u4e0e\u6d77\u8c5a\u65e0\u8840\u7f18\u5173\u7cfb\uff0c\u4f46\u5728\u5916\u578b\u548c\u4e60\u6027\u4e0a\u5374\u60ca\u4eba\u5730\u76f8\u4f3c\u3002\u9c7c\u9f99\u4ee5\u5934\u8db3\u52a8\u7269<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u67aa\u4e4c\u8d3c\u3001\u7ae0\u9c7c\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3a\u98df\uff0c\u800c\u6d77\u8c5a\u4e5f\u5403\u8fd9\u4e9b\u3002\u53e6\u5916\u4e00\u4e2a\u4f8b\u5b50\uff0c\u67aa\u4e4c\u8d3c\u7684\u773c\u775b\u548c\u54fa\u4e73\u52a8\u7269\u7684\u773c\u775b\u5177\u5907\u7c7b\u4f3c\u7684\u7279\u5f81\uff0c\u4f46\u662f\u5b83\u4eec\u5374\u51fa\u81ea\u5b8c\u5168\u4e0d\u540c\u7684\u7ec4\u7ec7\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"434\" data-ratio=\"0.6546003016591252\" data-type=\"png\" data-w=\"663\" data-width=\"663\" style=\"width: 304px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-40ca1a5810c668f2aa7df573a3e250b1.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 7 \u4e09\u53e0\u7eaa\u9c7c\u9f99<\/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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"926\" data-ratio=\"0.907843137254902\" data-type=\"png\" data-w=\"1020\" data-width=\"1020\" style=\"width: 293px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-5edd043b4b19de6f86fddd07280d4330.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u56fe 8 \u73b0\u4ee3\u6d77\u8c5a<\/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;\"><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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u5b9e<strong>\u8fd9\u79cd\u751f\u6001\u4f4d\u7684\u76f8\u4f3c\u6027\u975e\u5e38\u7c7b\u4f3c\u4e8e\u8bed\u8a00\u4e4b\u4e2d\u7684\u7c7b\u6bd4\u73b0\u8c61<\/strong>\u3002\u5982\u679c\u6211\u4eec\u5c06\u4e00\u4e2a\u8bcd\u6240\u8868\u8fbe\u7684\u6982\u5ff5\u770b\u4f5c\u662f\u4e00\u4e2a\u7269\u79cd\uff0c\u800c\u4eba\u7c7b\u6574\u4e2a\u8bed\u8a00\u6240\u8d77\u5230\u7684\u529f\u80fd\u6027\u4f5c\u7528\u770b\u4f5c\u662f\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\uff0c\u90a3\u4e48\u6bcf\u4e2a\u6982\u5ff5\u4e5f\u5c31\u4f1a\u5177\u6709\u4e00\u4e2a\u7c7b\u4f3c\u7684\u751f\u6001\u4f4d\u3002\u8fd9\u4e5f\u5c31\u662f\u4e3a\u4ec0\u4e48\u4e0d\u540c\u8bed\u8a00\u90fd\u4f1a\u5b58\u5728\u7740\u5bf9\u62bd\u8c61\u6570\u5b571\uff0c2\uff0c3\u8fdb\u884c\u8868\u8fbe\u7684\u7279\u6b8a\u5355\u8bcd\u3002\u8fd9\u4e00\u73b0\u8c61\uff0c\u5728\u8bed\u8a00\u4e2d\u88ab\u79f0\u4e3a\u7c7b\u6bd4\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u73b0\u4ee3\u7684\u57fa\u4e8e\u9884\u8bad\u7ec3\u7684\u8bed\u8a00\u5927\u6a21\u578b\u672c\u8d28\u4e0a\u5c31\u662f\u5efa\u7acb\u5728\u5404\u4e2a\u8bcd\u6c47\u5f7c\u6b64\u4e4b\u95f4\u7684\u7c7b\u6bd4\u5173\u7cfb\u800c\u8fdb\u884c\u8bed\u8a00\u7406\u89e3\u7684\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u4e00\u4e2a\u975e\u5e38\u6d45\u5c42\u7684\u6a21\u578b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08CBOW\u6216Skipgram\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6765\u6839\u636e\u4e00\u53e5\u8bdd\u4e2d\u7684\u4e0a\u4e0b\u6587\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5355\u8bcd\uff0c\u8fd9\u5c31\u8db3\u4ee5\u8bad\u7ec3\u51fa\u4ee4\u4eba\u53f9\u4e3a\u89c2\u6b62\u7684\u8bcd\u8bed\u4e4b\u95f4\u7684\u7c7b\u6bd4\u80fd\u529b\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"94\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aEfficient Estimation of Word Representations in Vector Space \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1301.3781\" data-editid=\"f1laorucqlimpq3vgg\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1a<span style=\"font-size: 15px;\">Efficient Estimation of Word Representations in Vector Space<\/span><\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1301.3781<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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-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;color: rgb(63, 63, 63);\">\u6bd4\u5982\uff0c\u90a3\u4e2a\u8457\u540d\u7684\u516c\u5f0f\uff1a<\/span><span style=\"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;color: rgb(63, 63, 63);font-size: 15px;text-align: center;\">\u7537\u4eba-\u5973\u4eba=\u56fd\u738b-\u738b\u540e<\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-cropselx1=\"0\" data-cropselx2=\"336\" data-cropsely1=\"0\" data-cropsely2=\"336\" data-height=\"336\" data-ratio=\"1\" data-type=\"png\" data-w=\"336\" data-width=\"336\" style=\"width: 336px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-821f072d07fb7dbf2589f4932c456a8b.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 9 \u8bcd\u5411\u91cf\u5dee\u503c\u8868\u793a\u201c\u7537\u4eba-\u5973\u4eba=\u56fd\u738b-\u738b\u540e\u201d<\/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);\">\u4e5f\u5c31\u662f\u8bf4\uff0c\u8868\u793a\u7537\u4eba\u548c\u5973\u4eba\u7684\u8bcd\u5411\u91cf\u5f7c\u6b64\u76f8\u51cf\u5f97\u5230\u7684\u5dee\u5411\u91cf\uff0c\u662f\u4e0e\u8868\u793a\u56fd\u738b\u548c\u738b\u540e\u7684\u8bcd\u5411\u91cf\u5f7c\u6b64\u76f8\u51cf\u5f97\u5230\u7684\u5dee\u5411\u91cf\u975e\u5e38\u63a5\u8fd1\u7684\u3002\u8fd9\u8bf4\u660e\uff0c\u5728\u6574\u4e2a\u8bed\u8a00\u4f53\u7cfb\u4e2d\uff0c\u56fd\u738b\u76f8\u5bf9\u4e8e\u738b\u540e\u76f8\u5f53\u4e8e\u7537\u4eba\u76f8\u5bf9\u4e8e\u5973\u4eba\u3002\u56fd\u738b\u548c\u738b\u540e\u7684\u5173\u7cfb\u53ef\u4ee5\u7c7b\u6bd4\u4e3a\u7537\u4eba\u548c\u5973\u4eba\u7684\u5173\u7cfb\u3002\u738b\u540e\u8fd9\u4e2a\u8bcd\u5728\u738b\u5ba4\u6210\u5458\u8fd9\u4e2a\u5177\u4f53\u7684\u751f\u6001\u7cfb\u7edf\u4e2d\u8d77\u5230\u4e86\u548c\u5973\u4eba\u8fd9\u4e2a\u8bcd\u5728\u66f4\u5927\u7684\u4eba\u7269\u89d2\u8272\u8fd9\u4e2a\u751f\u6001\u7cfb\u7edf\u4e2d\u7c7b\u4f3c\u7684\u751f\u6001\u4f4d\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\u3001<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487520&amp;idx=1&amp;sn=1aeaaa65078c19624fe996989d60c95d&amp;chksm=e8944aaddfe3c3bbe6bb0a2c561128f34e40803ee32db22949df13de41383adea031d183f72e&amp;scene=21#wechat_redirect\" textvalue=\"\u300aGEB\u300b\u4f5c\u8005\u4faf\u4e16\u8fbe\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300aGEB\u300b\u4f5c\u8005\u4faf\u4e16\u8fbe<\/a><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Douglas Hofstadter\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u548c\u4ed6\u7684\u5b66\u751f\u6885\u62c9\u59ae\u00b7\u7c73\u6b47\u5c14<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Melanie Mitchell\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u66fe\u4e00\u76f4\u5173\u6ce8\u5982\u4f55\u8ba9\u673a\u5668\u5177\u5907\u7c7b\u6bd4\u63a8\u7406\u80fd\u529b\u7684\u95ee\u9898\u3002\u4faf\u4e16\u8fbe\u751a\u81f3\u8ba4\u4e3a\u7c7b\u6bd4\u662f\u4eba\u7c7b\u4f1f\u5927\u521b\u9020\u6027\u7684\u6838\u5fc3\u673a\u5236\uff0c\u5728\u4ed6\u7684\u300a\u6982\u5ff5\u4e0e\u7c7b\u6bd4\u300b\u4e00\u4e66\u4e2d\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5173\u4e8e\u7c7b\u6bd4\u7684\u7814\u7a76\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"674\" data-ratio=\"1.446351931330472\" data-type=\"png\" data-w=\"466\" data-width=\"466\" style=\"width: 192px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-f45c5dc4f98102cfc91cbb8b8f97086e.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 10 \u4faf\u4e16\u8fbe\u4f5c\u54c1\u300a\u6982\u5ff5\u4e0e\u7c7b\u6bd4\u300b<\/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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"320\" data-ratio=\"1.3333333333333333\" data-type=\"png\" data-w=\"240\" data-width=\"240\" style=\"width: 209px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-8fd88e548e40270296e24a78a5ef3306.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 11 \u6885\u62c9\u59ae\u00b7\u7c73\u6b47\u5c14\u4f5c\u54c1\u300a\u590d\u6742\u300b<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6885\u62c9\u59ae\u00b7\u7c73\u6b47\u5c14\u66fe\u5728\u300a\u590d\u6742\u300b\u8fd9\u672c\u4e66\u91cc\u63d0\u53ca\u8fd9\u6837\u4e00\u4e2a\u62bd\u8c61\u7684\u95ee\u9898\uff1a\u5982\u679cabc\u53d8\u6210abd, ijk\u5e94\u8be5\u53d8\u6210\u4ec0\u4e48\u5462\uff1f\u6211\u4eec\u4e0d\u59a8\u95ee\u95eeChatGPT\uff1a<\/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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"875\" data-ratio=\"0.5416666666666666\" data-type=\"png\" data-w=\"1080\" data-width=\"1615\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-9f6841a787769bac16f1261c596da00c.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 12 \u5f15\u5bfcChatGPT\u5b8c\u6210\u7c7b\u6bd4\u601d\u8003<\/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);\">\u5f88\u9057\u61be\uff0c\u5b83\u5e76\u4e0d\u80fd\u76f4\u63a5\u7c7b\u6bd4\u51fa\u4e00\u4e2a\u7b54\u6848\u6765\uff0c\u4e00\u4e9b\u7565\u5fae\u7684\u63d0\u793a\u4e5f\u4e0d\u8db3\u4ee5\u8ba9\u5b83\u628a\u63e1\u4f4f\u89c4\u5f8b\uff0c\u751f\u6210\u56fe\u5f0f\u3002\u8fd9\u5bf9\u4e8e\u4eba\u7c7b\u6765\u8bb2\u5e94\u8be5\u662f\u4ef6\u5f88\u7b80\u5355\u7684\u4e8b\uff0c\u81ea\u7136\u6211\u4eec\u4f1a\u60f3\u5230\u5b83\u662f\u8981\u628a\u7b2c\u4e09\u4e2a\u5b57\u6bcd\u6362\u6210\u5b57\u6bcd\u8868\u4e2d\u4e0b\u4e00\u4e2a\u5b57\u6bcd\uff0c\u6240\u4ee5\u5e94\u8be5\u662f\u201cijl\u201d\u3002\u5f53\u7136\u7c7b\u6bd4\u4e0d\u662f\u4e25\u683c\u7684\u8bba\u8bc1\uff0c\u6211\u4eec\u4e5f\u4e0d\u80fd\u8bc1\u660e\u7b54\u6848\u4e00\u5b9a\u5c31\u662f\u201cijl\u201d\uff0c\u4f46\u4eba\u7c7b\u5929\u7136\u7684\u7c7b\u6bd4\u4e0e\u60f3\u8c61\u7684\u80fd\u529b\uff0c\u5916\u52a0\u5173\u4e8e\u5b57\u6bcd\u8868\u7684\u77e5\u8bc6\uff0c\u8ba9\u6211\u4eec\u8fc5\u901f\u627e\u5230\u8fd9\u4e2a\u5408\u9002\u7684\u7b54\u6848\u3002\u7ed9\u4e0d\u51fa\u7b54\u6848\u6216\u8005\u7ed9\u51fa\u5176\u5b83\u7b54\u6848\u7684\u4eba\u7c7b\u5f88\u53ef\u80fd\u90fd\u5728\u5386\u53f2\u4e2d\u88ab\u6dd8\u6c70\u6389\u4e86\u3002\u90a3\u662f\u5426ChatGPT\u53ea\u662f\u6682\u65f6\u6ca1\u6709\u8054\u60f3\u5230\u5173\u4e8e\u82f1\u6587\u5b57\u6bcd\u8868\u7684\u77e5\u8bc6\u5462\uff1f<\/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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"678\" data-ratio=\"0.4101851851851852\" data-type=\"png\" data-w=\"1080\" data-width=\"1654\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-3cca663fdc12afa393683bb6a75af3c9.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 13 ChatGPT\u7ecf\u8fc7\u63d0\u793a\u540e\u5f97\u5230\u7b54\u6848<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u679c\u7136ChatGPT\u7ed9\u51fa\u4e86\u6211\u4eec\u60f3\u8981\u7684\u7b54\u6848\u3002\u4f46\u8bfb\u8005\u53ef\u80fd\u4f1a\u6000\u7591\uff0c\u8fd9\u63d0\u793a\u4e5f\u592a\u660e\u663e\u4e86\uff0cChatGPT\u4e5f\u592a\u7b28\u4e86\uff0c\u51e0\u4e4e\u662f\u628a\u89e3\u9898\u6b65\u9aa4\u5168\u544a\u8bc9\u5b83\u4e86\u624d\u7ed9\u51fa\u7b54\u6848\u3002\u90a3\u6211\u4eec\u518d\u5347\u7ea7\u96be\u5ea6\uff0c\u770bChatGPT\u662f\u4e0d\u662f\u771f\u7684\u5b66\u624e\u5b9e\u4e86\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"661\" data-ratio=\"0.4601851851851852\" data-type=\"png\" data-w=\"1080\" data-width=\"1436\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-61e667d5a5ac4e4ec0c052a87e69fdf1.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 14 \u7ee7\u7eed\u5f15\u5bfc\u63d0\u95ee ChatGPT<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f53\u7ed9\u51fa\u201cxyz\u201d\u7684\u65f6\u5019\uff0cChatGPT\u5f88\u81ea\u7136\u5730\u4f7f\u7528\u4e86\u5b57\u6bcd\u8868\u5faa\u73af\u8fd9\u4e00\u5047\u8bbe\uff0c\u548c\u5927\u591a\u6570\u4eba\u7684\u53cd\u5e94\u4e00\u6837\u3002\u4f46\u96be\u5ea6\u66f4\u9ad8\u7684\u201ckji\u201d\u53c8\u4e0d\u4f1a\u4e86\u3002\u6b64\u65f6\u9700\u8981\u5b83\u80fd\u591f\u81ea\u52a8\u53d1\u73b0\u5b57\u6bcd\u4e32\u7684\u987a\u5e8f\u53cd\u4e86\uff0c\u7136\u540e\u6784\u5efa\u65b0\u7684\u56fe\u5f0f\u3002\u4f46\u4e5f\u4e0d\u9700\u8981\u6211\u4eec\u518d\u63d0\u4f9b\u989d\u5916\u7684\u77e5\u8bc6\uff0c\u53ea\u8981\u518d\u91cd\u590d\u4e00\u904d\u4e4b\u524d\u51fa\u73b0\u8fc7\u7684\u6761\u4ef6\uff0c\u5c31\u6709\u795e\u5947\u7684\u6548\u679c\u51fa\u73b0\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"321\" data-ratio=\"0.24537037037037038\" data-type=\"png\" data-w=\"1080\" data-width=\"1310\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-515b5b4a65fec92e0e426b224020b08f.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 15 ChatGPT\u5728\u638c\u63e1\u89c4\u5f8b\u540e\u7684\u56de\u7b54<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u6b63\u5e8f\u7684\u5b57\u6bcd\u4e32\u4e2d\u66ff\u6362\u7b2c\u4e09\u4e2a\u5b57\u6bcd\u4e3a\u5b57\u6bcd\u8868\u4e2d\u7684\u4e0b\u4e00\u4e2a\u5b57\u6bcd\uff0c\u5728\u9006\u5e8f\u7684\u5b57\u6bcd\u4e32\u4e2d\u5c31\u8981\u66ff\u6362\u7b2c\u4e09\u4e2a\u5b57\u6bcd\u4e3a\u5b57\u6bcd\u8868\u4e2d\u7684\u4e0a\u4e00\u4e2a\u5b57\u6bcd\uff0c\u8fd9\u662fChatGPT\u80fd\u591f\u81ea\u52a8\u628a\u63e1\u7684\u89c4\u5f8b\u3002\u6b64\u65f6\u5982\u679c\u518d\u8003\u5bdf\u201cmrrjjj\u201d\u8be5\u600e\u4e48\u5bf9\u5e94\uff0c\u5c31\u662f\u5bf9ChatGPT\u6781\u96be\u7684\u6311\u6218\u4e86\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"819\" data-ratio=\"0.5175925925925926\" data-type=\"png\" data-w=\"1080\" data-width=\"1582\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-f45749838f887c6b3dc1c532e56e1507.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 16 \u8003\u9a8cChatGPT\u7684\u7c7b\u6bd4\u80fd\u529b<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u679c\u591a\u4e00\u4e9b\u63d0\u793a\u63d0\u53ca\u5b57\u6bcd\u8868\uff0cChatGPT \u4e0d\u4ec5\u80fd\u7ed9\u51fa\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\uff0c\u8fd8\u80fd\u7c7b\u6bd4\u51fa\u201cxyz\u201d\u2192\u201cxya\u201d\uff0c\u201ckji\u201d\u2192\u201ckjh\u201d\uff0c\u4f46\u5bf9\u4e8e\u201cmrrjjj\u201d\u7684\u7c7b\u6bd4\u5c31\u8fd8\u9700\u8981\u66f4\u591a\u7684\u63d0\u793a\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u4e2a\u5b9e\u9a8c\u544a\u8bc9\u6211\u4eec\uff0c\u5b9e\u9645\u4e0aChatGPT\u8fd9\u79cd\u5927\u8bed\u8a00\u6a21\u578b\u79bb\u771f\u6b63\u638c\u63e1\u505a\u7c7b\u6bd4\u63a8\u7406\u7684\u80fd\u529b\u8fd8\u6709\u4e00\u5b9a\u7684\u8ddd\u79bb\u3002\u8fd9\u91cc\u95ee\u9898\u7684\u5173\u952e\u8fd8\u662f\u6bcf\u4e00\u4e2a\u7b26\u53f7\u6240\u5728\u7684\u201c\u751f\u6001\u4f4d\u201d\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u529f\u80fd\u96c6\u5408\u3002\u4f8b\u5982\u5728\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d\uff0c\u6bcf\u4e2a\u5b57\u6bcd\u80cc\u540e\u5176\u5b9e\u90fd\u6697\u85cf\u7740\u4e00\u4e2a\u5b57\u6bcd\u987a\u5e8f\u4ee5\u53ca\u9006\u6392\u5e8f\u7b49\u7b49\u8fd9\u6837\u7684\u5173\u7cfb\u96c6\u5408\u3002\u7b80\u5355\u7684\u5b57\u6bcd\u5c1a\u4e14\u5bf9\u5e94\u7740\u5f88\u591a\u9690\u85cf\u7684\u5173\u7cfb\u96c6\u5408\uff0c\u90a3\u4e48\u66f4\u590d\u6742\u7684\u4e8b\u7269\u80cc\u540e\u7684\u5173\u7cfb\u7a7a\u95f4\u5219\u53ef\u80fd\u66f4\u5927\u3002\u7136\u800c\uff0c\u95ee\u9898\u7684\u9ebb\u70e6\u4e4b\u5904\u5c31\u5728\u4e8e\uff0c\u6240\u6709\u8fd9\u4e9b\u5173\u7cfb\u90fd\u662f\u9690\u5f0f\u5b58\u5728\u7684\u3002\u800c\u4e14\uff0c\u5f88\u591a\u5173\u7cfb\u8fd8\u662f\u9690\u85cf\u5728\u7269\u4f53\u5c5e\u6027\u7684\u80cc\u540e\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd1\u671f\u53d1\u5c55\u7684\u6570\u5b66\u7406\u8bba\u8303\u7574\u8bba\u8ba4\u4e3a\uff0c\u4e00\u4e2a\u4e8b\u7269\u7684\u5b9a\u4e49\u672c\u8eab\u5c31\u5e94\u8be5\u7531\u5b83\u4e0e\u5176\u5b83\u5bf9\u8c61\u7684\u6240\u6709\u5173\u7cfb\u6765\u51b3\u5b9a\uff0c\u800c\u5e76\u975e\u7531\u8fd9\u4e2a\u4e8b\u7269\u7684\u5185\u90e8\u6784\u6210\u6765\u5b9a\u4e49\u3002\u56e0\u6b64\uff0c\u672a\u6765\u7684\u7c7b\u6bd4\u63a8\u7406\u7814\u7a76\u4ee5\u53ca\u751f\u6001\u4f4d\u7b49\u6982\u5ff5\u6709\u53ef\u80fd\u90fd\u7531\u8303\u7574\u8bba\u6765\u5b9a\u4e49\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<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: pre-wrap;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u4ece\u6c34\u6876\u94fe\u7b97\u6cd5\u5230\u68af\u5ea6\u53cd\u4f20\u7b97\u6cd5<\/span><\/strong><\/span><\/h3>\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);\">\u73b0\u5728\uff0c\u8bf4\u5230\u673a\u5668\u5b66\u4e60\uff0c\u6211\u4eec\u5c31\u4f1a\u8054\u60f3\u5230\u795e\u7ecf\u7f51\u7edc\u3002\u4f46\u5b9e\u9645\u4e0a\u65e9\u5728\u4e0a\u4e2a\u4e16\u7eaa90\u5e74\u4ee3\u7684\u65f6\u5019\uff0c\u6700\u6d41\u884c\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5e76\u975e\u795e\u7ecf\u7f51\u7edc\uff0c\u800c\u662f John Holland \u63d0\u51fa\u6765\u7684\u9057\u4f20\u7b97\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Genetic Algorithm\uff0c\u53ef\u53c2\u8003\u300a\u81ea\u7136\u4e0e\u4eba\u5de5\u7cfb\u7edf\u4e2d\u7684\u9002\u5e94\u300b\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53ca\u5176\u6269\u5c55\uff1a\u5206\u7c7b\u5668\u7cfb\u7edf<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Classifier Systems\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u9057\u4f20\u7b97\u6cd5\u662f\u901a\u8fc7\u5728\u8ba1\u7b97\u673a\u4e2d\u518d\u9020\u4e00\u4e2a\u7531\u5927\u91cf01\u7f16\u7801\u4e32\u6784\u6210\u7684\u751f\u7269\u79cd\u7fa4\u6a21\u62df\u5927\u81ea\u7136\u7684\u8fdb\u5316\uff0c\u8ba9\u9002\u5e94\u5ea6\u9ad8\u7684\u7269\u79cd\u81ea\u7136\u800c\u7136\u5730\u83b7\u5f97\u66f4\u9ad8\u7684\u7e41\u6b96\u673a\u4f1a\uff0c\u800c\u8ba9\u9002\u5e94\u5ea6\u4f4e\u7684\u7269\u79cd\u81ea\u7136\u6dd8\u6c70\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7136\u800c\uff0c\u7b80\u5355\u7684\u9057\u4f20\u7b97\u6cd5\u53ea\u80fd\u591f\u89e3\u51b3\u51fd\u6570\u4f18\u5316\u3001\u7ec4\u5408\u4f18\u5316\u7b49\u95ee\u9898\uff0c\u5374\u5f88\u96be\u89e3\u51b3\u673a\u5668\u5b66\u4e60\u95ee\u9898\u3002\u4e8e\u662f\uff0cHolland \u53c8\u5f00\u521b\u6027\u5730\u63d0\u51fa\u4e86\u57fa\u4e8e\u9057\u4f20\u7b97\u6cd5\u548c\u6c34\u6876\u94fe\u7b97\u6cd5\u7684\u5206\u7c7b\u5668\u7cfb\u7edf\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><br  \/><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"110\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aClassifier Systems and&nbsp;Genetic Algorithms\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.cs.us.es\/cursos\/ia2-2012\/trabajos\/BucketBrigade.pdf\" data-editid=\"80jasjf1jtzfszfc54w\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><span style=\"color: rgb(136, 136, 136);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;text-align: justify;font-size: 15px;\">Classifier Systems and&nbsp;Genetic Algorithms<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<span style=\"font-size: 15px;\">https:\/\/www.cs.us.es\/cursos\/ia2-2012\/trabajos\/BucketBrigade.pdf<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"641\" data-ratio=\"0.8952513966480447\" data-type=\"png\" data-w=\"716\" data-width=\"716\" style=\"width: 360px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-3b078f896b5617f6cc2be5f7698ca655.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 17 \u57fa\u4e8e\u9057\u4f20\u7b97\u6cd5\u548c\u6c34\u6876\u94fe\u7b97\u6cd5\u7684\u5206\u7c7b\u5668\u7cfb\u7edf<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u56fe\u6240\u793a\uff0c\u4e00\u4e2a\u5206\u7c7b\u5668\u7cfb\u7edf\u662f\u7531\u5927\u91cf\u5206\u7c7b\u5668\u6784\u6210\u7684\uff0c\u6bcf\u4e2a\u5206\u7c7b\u5668\u5bf9\u5e94\u4e00\u6761\u89c4\u5219\uff0c\u5f62\u5982if 001### then 110111\u3002\u8fd9\u91cc\u7684&#8221;#&#8221;\u8868\u793a\u7684\u662f\u901a\u914d\u7b26\uff0c\u5373\u5b83\u65e2\u53ef\u4ee5\u4ee3\u88680\u53c8\u53ef\u4ee5\u4ee3\u88681\u3002\u4e8e\u662f\uff0c\u6bcf\u4e2a\u5206\u7c7b\u5668\u90fd\u5728\u5b9e\u65f6\u5730\u76d1\u6d4b\u7531 Input \u548c Message List \u4e2d\u7684 01 \u5b57\u7b26\u4e32\u4fe1\u53f7\uff0c\u5982\u679c\u627e\u5230\u4e86if\u90e8\u5206\u80fd\u591f\u5339\u914d\u4e0a\u7684\u5b57\u7b26\u4e32\uff0c\u5219\u8be5\u5206\u7c7b\u5668\u5c31\u4f1a\u88ab\u6fc0\u6d3b\uff0c\u4e8e\u662f\u5b83\u7684\u6267\u884c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08then\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u90e8\u5206\u768401\u4e32\u5c31\u4f1a\u88ab\u53d1\u5e03\u5230 Message List \u4e4b\u4e2d\uff0c\u4ece\u800c\u7b49\u5f85\u7740\u6fc0\u6d3b\u5176\u5b83\u7684\u5206\u7c7b\u5668\u3002\u6bcf\u4e2a\u5206\u7c7b\u5668\u6709\u4e00\u4e2a\u88ab\u5206\u914d\u7684\u4fe1\u7528\u503c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Credit\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u5b83\u662f\u5bf9\u8be5\u5206\u7c7b\u5668\u7684\u8bc4\u4f30\uff0c\u5f53\u591a\u4e2a\u5206\u7c7b\u5668\u90fd\u53ef\u4ee5\u5904\u7406\u4e00\u6761\u6fc0\u6d3b\u6d88\u606f\u7684\u65f6\u5019\uff0c\u5219\u7cfb\u7edf\u4f1a\u8ba9\u4fe1\u7528\u503c\u6700\u9ad8\u7684\u5206\u7c7b\u5668\u4ea7\u751f\u771f\u6b63\u7684\u8f93\u51fa<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Output\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5230\u73af\u5883\u4e2d\u53bb\u3002\u6240\u6709\u7684\u5206\u7c7b\u5668\u4f1a\u88ab\u9057\u4f20\u7b97\u6cd5\u4f18\u5316\uff0c\u4ece\u800c\u8fdb\u884c\u9002\u5e94\u6027\u8c03\u8282\uff0c\u8fd9\u5c31\u8ba9\u7cfb\u7edf\u5177\u5907\u4e86\u81ea\u52a8\u4ece\u73af\u5883\u4e2d\u5b66\u4e60\u7684\u80fd\u529b\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5bf9\u4e8e\u7b80\u5355\u7684\u5206\u7c7b\u4efb\u52a1\uff0c\u4e0a\u8ff0\u5206\u7c7b\u5668\u7cfb\u7edf\u53ef\u4ee5\u5de5\u4f5c\u5f97\u5f88\u597d\u3002\u4e0d\u8fc7\u5bf9\u4e8e\u5f88\u591a\u590d\u6742\u4efb\u52a1\uff0c\u5f80\u5f80\u4e0d\u662f\u4e00\u6761\u7b80\u5355\u89c4\u5219\u80fd\u63cf\u8ff0\u6e05\u695a\u7684\uff0c\u5982\u679c\u89c4\u5219\u8fc7\u4e8e\u590d\u6742\uff0c\u90a3\u4e48\u6f5c\u5728\u7684\u641c\u7d22\u7a7a\u95f4\u5c06\u5e9e\u5927\u5f97\u96be\u4ee5\u60f3\u8c61\u3002\u6240\u4ee5Holland\u8ba4\u4e3a\uff0c\u53ef\u4ee5\u628a\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\u8fdb\u884c\u62c6\u89e3\uff0c\u6bcf\u4e00\u6b65\u7528\u4e00\u4e2a\u7b80\u5355\u89c4\u5219\u6765\u5b8c\u6210\uff0c\u8bb8\u591a\u89c4\u5219\u4e32\u5728\u4e00\u8d77\uff0c\u8ba9\u6d88\u606f\u4ece\u8f93\u5165\u5f00\u59cb\uff0c\u4e00\u76f4\u4f20\u9012\u5230\u8f93\u51fa\uff0c\u518d\u6839\u636e\u5916\u754c\u53cd\u9988\u6765\u83b7\u5f97\u5956\u52b1\u3002\u7136\u800c\uff0c\u5f53\u4f20\u9012\u94fe\u6761\u8fc7\u957f\u7684\u65f6\u5019\uff0c\u5982\u4f55\u5bf9\u4e00\u6761\u6d88\u606f\u94fe\u4e0a\u7684\u6240\u6709\u5206\u7c7b\u5668\u5206\u914d\u4fe1\u7528\u503c\u5219\u6210\u4e3a\u4e86\u4e00\u4e2a\u9ebb\u70e6\u95ee\u9898\u3002Holland\u4e8e\u662f\u5f00\u521b\u6027\u5730\u63d0\u51fa\uff0c\u53ef\u4ee5\u7528\u81ea\u7531\u5e02\u573a\u4e70\u5356\u7684\u9690\u55bb\uff0c\u4ece\u800c\u6784\u5efa\u4e86<strong>\u6c34\u6876\u94fe\u7b97\u6cd5<\/strong><\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08bucket brigade algorithm\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;\"><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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Holland\u5c06\u6574\u4e2a\u5206\u7c7b\u5668\u7cfb\u7edf\u6bd4\u55bb\u4e3a\u4e00\u4e2a\u81ea\u7531\u4e70\u5356\u7684\u5e02\u573a\uff0c\u6bcf\u4e2a\u5206\u7c7b\u5668\u4ea7\u751f\u7684\u65b0\u6d88\u606f\u5c31\u6bd4\u55bb\u4e3a\u4e00\u79cd\u5546\u54c1\uff0c\u800c\u4e00\u4e2a\u957f\u957f\u7684\u88ab\u6fc0\u6d3b\u7684\u5206\u7c7b\u5668\u94fe\u5c31\u76f8\u5f53\u4e8e\u4e00\u6761\u957f\u957f\u7684\u4ea7\u54c1\u751f\u4ea7\u94fe\u3002\u4e8e\u662f\uff0c\u4fe1\u7528\u5c31\u53d8\u6210\u4e86\u8fd9\u4e9b\u5206\u7c7b\u5668\u624b\u4e2d\u7684\u8d27\u5e01\uff0c\u53ef\u4ee5\u5bf9\u4ea7\u54c1\u8fdb\u884c\u8d2d\u4e70\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5f53\u4e00\u4e2a\u6d88\u606f\u53ef\u4ee5\u6fc0\u6d3b\u591a\u4e2a\u4e0b\u6e38\u5206\u7c7b\u5668\u7684\u65f6\u5019\uff0c\u8fd9\u4e9b\u88ab\u6fc0\u6d3b\u7684\u5206\u7c7b\u5668\u53ef\u4ee5\u901a\u8fc7\u51fa\u4ef7\u591a\u5c11\u800c\u7ade\u4e89\u8d2d\u4e70\u90a3\u6761\u6d88\u606f\u3002\u8d2d\u4e70\u5f97\u5230\u6d88\u606f\u7684\u5206\u7c7b\u5668\u53ef\u4ee5\u88ab\u8fdb\u4e00\u6b65\u6fc0\u6d3b\uff0c\u4e8e\u662f\u5b83\u53ef\u4ee5\u8fdb\u4e00\u6b65\u751f\u4ea7\u65b0\u7684\u4ea7\u54c1\u2014\u2014\u6d88\u606f\u3002\u6700\u540e\uff0c\u5982\u679c\u4e00\u4e2a\u5206\u7c7b\u5668\u4ea7\u751f\u7684\u7cfb\u7edf\u88ab\u8f93\u51fa\u5230\u4e86\u73af\u5883\uff0c\u5e76\u6210\u529f\u5730\u83b7\u5f97\u4e86\u6b63\u5411\u7684\u5956\u52b1\uff0c\u5219\u8be5\u5206\u7c7b\u5668\u4f1a\u83b7\u5f97\u4e00\u7b14\u53ef\u89c2\u7684\u4fe1\u7528\u503c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u8d27\u5e01\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u6574\u4e2a\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5c31\u50cf\u4e2a\u7eb7\u7eb7\u56b7\u56b7\u7684\u4ea4\u6613\u5e02\u573a\uff0c\u76c8\u5229\u80fd\u529b\u5f3a\u7684\u5206\u7c7b\u5668\u5c31\u4f1a\u88ab\u4fdd\u7559\u4e0b\u6765\uff0c\u6784\u6210\u5f3a\u5927\u7684\u4f9b\u5e94\u94fe\uff0c\u4e00\u65e6\u6709\u8584\u5f31\u73af\u8282\u5c31\u4f1a\u88ab\u5176\u4ed6\u5206\u7c7b\u5668\u66ff\u6362\u4e0b\u53bb\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u719f\u6089\u795e\u7ecf\u7f51\u7edc\u7684\u8bfb\u8005\u4e0d\u96be\u770b\u5230\uff0c\u5176\u5b9e\u6574\u4e2a\u6c34\u6876\u94fe\u7b97\u6cd5\u50cf\u6781\u4e86\u4eca\u5929\u5de5\u4e1a\u754c\u5927\u91cf\u4f7f\u7528\u7684\u68af\u5ea6\u53cd\u4f20\u7b97\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Backpropagation algorithm\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;\"><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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"342\" data-ratio=\"0.47107438016528924\" data-type=\"png\" data-w=\"726\" data-width=\"726\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-c8e743efe47a06078c806498beff98e0.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 18 \u68af\u5ea6\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u793a\u610f\u56fe<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u4e0d\u59a8\u4e5f\u628a\u795e\u7ecf\u7f51\u7edc\u6bd4\u55bb\u6210\u4e00\u4e2a\u81ea\u7531\u5e02\u573a\uff0c\u6bcf\u4e2a\u795e\u7ecf\u5143\u5c31\u662f\u4e00\u4e2a\u5c0f\u5546\u8d29\uff0c\u5b83\u6240\u751f\u4ea7\u7684\u4ea7\u54c1\u5c31\u662f\u4f20\u9012\u7ed9\u4e0b\u4e00\u5c42\u5404\u4e2a\u795e\u7ecf\u5143\u7684\u201c\u6fc0\u6d3b\u201d\u3002\u8fd9\u6837\uff0c\u4ece\u8f93\u5165\u5f00\u59cb\uff0c\u8fd9\u4e9b\u201c\u6fc0\u6d3b\u201d\u4e00\u5c42\u5c42\u5730\u5f80\u4e0b\u4f20\u9012\uff0c\u76f4\u5230\u8f93\u51fa\uff0c\u4fbf\u5b8c\u6210\u4e86\u5206\u7c7b\u7684\u8fc7\u7a0b\u3002\u5176\u5b9e\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u9988\u8fc7\u7a0b\u4e0e\u5206\u7c7b\u5668\u7cfb\u7edf\u6d88\u606f\u6fc0\u6d3b\u7684\u8fc7\u7a0b\u975e\u5e38\u63a5\u8fd1\uff0c\u53ea\u4e0d\u8fc7\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u8fd9\u4e9b\u795e\u7ecf\u5143\u4e0d\u80fd\u50cf\u5206\u7c7b\u5668\u90a3\u6837\u4e71\u6fc0\u6d3b\uff0c\u53ea\u80fd\u6309\u7167\u5c42\u6b21\u4e25\u683c\u5730\u6392\u597d\uff0c\u5e76\u53ea\u80fd\u6fc0\u6d3b\u4e34\u8fd1\u5c42\u6b21\u7684\u795e\u7ecf\u5143\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f53\u795e\u7ecf\u7f51\u7edc\u4ea7\u751f\u4e86\u8f93\u51fa\u4e4b\u540e\uff0c\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u5c31\u4f1a\u8fd0\u884c\uff0c\u5c06\u201c\u9519\u8bef\u201d\u4e00\u5c42\u5c42\u5730\u53cd\u5411\u4f20\u9012\u7ed9\u6240\u6709\u795e\u7ecf\u5143\uff0c\u5e76\u7ea0\u6b63\u5b83\u4eec\u7684\u8868\u73b0<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4e25\u683c\u8bf4\uff0c\u5e94\u8be5\u662f\u795e\u7ecf\u5143\u4e0a\u7684\u6743\u91cd\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u8fd9\u4e2a\u8bef\u5dee\u53cd\u5411\u4f20\u64ad\u7684\u8fc7\u7a0b\u4e5f\u5c31\u5bf9\u5e94\u4e86\u5206\u7c7b\u5668\u7cfb\u7edf\u4e2d\u7684\u4fe1\u7528\u901a\u8fc7\u81ea\u7531\u4e70\u5356\u6765\u8fdb\u884c\u5206\u914d\u7684\u8fc7\u7a0b\u3002\u5f53\u7136\uff0c\u4e8c\u8005\u7684\u533a\u522b\u8fd8\u662f\u975e\u5e38\u663e\u8457\u7684\uff0c\u8bef\u5dee\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u662f\u5efa\u7acb\u5728\u8bef\u5dee\u7684\u68af\u5ea6\u57fa\u7840\u4e0a\u7684\uff0c\u5e76\u53ef\u4ee5\u901a\u8fc7\u81ea\u52a8\u5fae\u5206\u6280\u672f<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Automatic Differentiation\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u81ea\u52a8\u8fdb\u884c\u3002\u800c\u5206\u7c7b\u5668\u7cfb\u7edf\u4e2d\u7684\u4fe1\u7528\u5206\u914d\u5219\u662f\u6309\u7167\u4e24\u4e2a\u5206\u7c7b\u5668\u7684\u5339\u914d\u7a0b\u5ea6\u4ee5\u53ca\u9057\u4f20\u7b97\u6cd5\u5bfc\u81f4\u7684\u4f18\u80dc\u52a3\u6c70\u800c\u5b9a\uff0c\u4e0e\u81ea\u52a8\u5fae\u5206\u6bd4\u8d77\u6765\uff0c\u5219\u663e\u5f97\u6548\u7387\u4f4e\u4e0b\u4e86\u5f88\u591a\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"91\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aAutomatic differentiation in machine learning: a survey\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1502.05767\" data-editid=\"7oqoywhpsi4tg8yzgg\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aAutomatic differentiation in machine learning: a survey<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<span style=\"font-size: 15px;\">https:\/\/arxiv.org\/abs\/1502.05767<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5c3d\u7ba1\u8fc4\u4eca\u4e3a\u6b62\uff0c\u4eba\u4eec\u5e76\u6ca1\u6709\u5728\u771f\u5b9e\u7684\u5927\u8111\u4e2d\u627e\u5230\u8bef\u5dee\u53cd\u5411\u4f20\u64ad\u7684\u751f\u7269\u5b66\u57fa\u7840\u3002\u4f46\u662f\uff0c\u5b9e\u9645\u4e0a\uff0c\u6839\u636e\u795e\u7ecf\u5fae\u5206\u65b9\u7a0b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Neural ordinary differential equations\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u548c\u6700\u4f18\u63a7\u5236\u7406\u8bba\uff0c\u8bef\u5dee\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u5176\u5b9e\u5c31\u7b49\u4ef7\u4e8e\u52a8\u6001\u89c4\u5212\u65b9\u6cd5\uff0c\u5b83\u662f\u6700\u4f18\u5316\u4e0e\u6f14\u5316\u8def\u5f84\u76f8\u5173\u7684\u76ee\u6807\u51fd\u6570\u6700\u5408\u7406\u7684\u65b9\u6cd5\u3002<\/span><\/section>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"77\" data-source-title=\"\" data-text=\"\u8bba\u6587\u9898\u76ee\uff1aNeural Ordinary Differential Equations\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1806.07366\" data-editid=\"lw8l2m3nhryv132uww\">\n<section class=\"js_blockquote_digest\">\n<section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1aNeural Ordinary Differential Equations<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<span style=\"font-size: 15px;\">https:\/\/arxiv.org\/abs\/1806.07366<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;color: rgb(154, 154, 154);font-size: 15px;white-space: normal;line-height: 1.75em;text-align: left;\"><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);\">\u6211\u4eec\u53ef\u4ee5\u7cfb\u7edf\u6027\u5730\u5bf9\u6bd4John Holland\u7684\u5206\u7c7b\u5668\u7cfb\u7edf\u548c\u5f53\u4eca\u6d41\u884c\u7684\u524d\u9988\u795e\u7ecf\u7f51\u7edc\uff0c\u5982\u4e0b\u8868\uff1a<\/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;text-align: center;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8868 1 \u4ee5\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u89c6\u89d2\u5bf9\u6bd4\u5206\u7c7b\u5668\u7cfb\u7edf\u4e0e\u795e\u7ecf\u7f51\u7edc<\/span><\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6413662239089184\" data-s=\"300,640\" data-type=\"png\" data-w=\"1054\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-c7a8224efdd4e8ba351e11ccc68891c6.png\"  \/><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><br  \/><\/p>\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);\">\u5c3d\u7ba1\u4e8c\u8005\u5b58\u5728\u7740\u5dee\u5f02\uff0c\u4f46\u662f\u5206\u7c7b\u5668\u7cfb\u7edf\u4e0e\u795e\u7ecf\u7f51\u7edc\u7684\u76f8\u4f3c\u6027\u8fd8\u662f\u975e\u5e38\u663e\u8457\u7684\u3002\u8fd9\u4e8c\u8005\u672c\u8d28\u4e0a\u90fd\u5b9e\u73b0\u4e86\u4e00\u4e2a\u4e24\u4e2a\u4e92\u4e3a\u53cd\u65b9\u5411\u7684\u6d41\u52a8\u8fc7\u7a0b\u3002\u4e00\u4e2a\u662f\u6b63\u5411\u7684\u6d88\u606f\u63a5\u7eed\u6fc0\u6d3b\u7684\u4fe1\u606f\u6d41\uff0c\u8fd9\u5c31\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u9988\u8ba1\u7b97\u8fc7\u7a0b\u4ee5\u53ca\u5206\u7c7b\u5668\u7cfb\u7edf\u7684\u6d88\u606f\u63a5\u7eed\u6fc0\u6d3b\u7684\u8fc7\u7a0b\uff1b\u53e6\u4e00\u4e2a\u5219\u662f\u4ece\u8f93\u51fa\u5230\u8f93\u5165\u7684\u6d41\uff0c\u8fd9\u5c31\u662f\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53cd\u5411\u4f20\u64ad\u7684\u68af\u5ea6\u6216\u8bef\u5dee\uff0c\u4ee5\u53ca\u5206\u7c7b\u5668\u7cfb\u7edf\u4e2d\u7684\u4fe1\u7528\u503c\u3002\u8fd9\u79cd\u53cc\u5411\u201c\u5bf9\u51b2\u201d\u7684\u6d41\u52a8\u624d\u662f\u4e00\u4e2a\u590d\u6742\u7cfb\u7edf\u4ea7\u751f\u5b66\u4e60\u9002\u5e94\u80fd\u529b\u7684\u672c\u8d28\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u5b9e\uff0c<strong>\u51e0\u4e4e\u6240\u6709\u7684\u5177\u5907\u5b66\u4e60\u9002\u5e94\u80fd\u529b\u7684\u5927\u89c4\u6a21\u590d\u6742\u7cfb\u7edf\u90fd\u5177\u5907\u8fd9\u6837\u7684\u53cc\u5411\u201c\u5bf9\u51b2\u6d41\u201d\u7279\u5f81<\/strong>\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u5927\u8111\u4e2d\u7684\u5b66\u4e60\u9002\u5e94\u8fc7\u7a0b\u5c31\u662f\u795e\u7ecf\u5143\u6fc0\u6d3b\u7684\u6b63\u5411\u4fe1\u606f\u6d41\uff0c\u548c\u7531\u591a\u5df4\u80fa\u7b49\u6fc0\u7d20\u63a7\u5236\u7684\u53cd\u5411\u8bc4\u4ef7\u6d41\u5171\u540c\u201c\u5bf9\u51b2\u201d\u800c\u5b9e\u73b0\u7684\u3002\u5728\u4eba\u7c7b\u7ec4\u7ec7\u4e2d\uff0c\u524d\u5411\u7684\u6d41\u52a8\u662f\u7ec4\u7ec7\u6210\u5458\u63a5\u7eed\u7684\u51b3\u7b56\u800c\u4ea7\u751f\u7684\u6267\u884c\/\u884c\u52a8\u6d41\uff0c\u53cd\u5411\u7684\u5219\u662f\u5bf9\u51b3\u7b56\u8fdb\u884c\u8bc4\u4ef7\u7684\u8bc4\u4ef7\u6d41\uff0c\u4e8c\u8005\u6784\u6210\u201c\u5bf9\u51b2\u201d\uff0c\u4ece\u800c\u5bf9\u7ec4\u7ec7\u7ed3\u6784\u548c\u7ec4\u7ec7\u6210\u5458\u8fdb\u884c\u8c03\u6574\uff0c\u5982\u4e0b\u56fe\u6240\u793a\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;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"266\" data-ratio=\"0.5462012320328542\" data-type=\"png\" data-w=\"487\" data-width=\"487\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-0ab62769d41f14fab025bcf8f4c38363.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe 19 \u53cc\u5411\u5bf9\u51b2\u6d41\u89c6\u89d2\u7406\u89e3\u590d\u6742\u9002\u5e94\u7cfb\u7edf<\/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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece\u62bd\u8c61\u7684\u201c\u53cc\u5411\u5bf9\u51b2\u6d41\u201d\u7684\u89c6\u89d2\u7406\u89e3\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684\u597d\u5904\uff0c\u662f\u53ef\u4ee5\u5728\u66f4\u52a0\u5e95\u5c42\u7684\u89d2\u5ea6\u628a\u63e1\u4f4f\u5404\u7c7b\u5b66\u4e60\u7cfb\u7edf\u7684\u672c\u8d28\uff1b\u5176\u6b21\uff0c\u53ef\u4ee5\u5728\u8fd9\u79cd\u62bd\u8c61\u5c42\u6b21\u4e0a\u5efa\u7acb\u8d77\u5404\u7c7b\u4e0d\u540c\u5b66\u4e60\u9002\u5e94\u7cfb\u7edf\u7684\u7c7b\u6bd4\u5173\u7cfb\uff0c\u4ece\u800c\u53ef\u4ee5\u5c06\u4e00\u4e2a\u9886\u57df\u7684\u77e5\u8bc6\u5e73\u79fb\u5230\u53e6\u4e00\u4e2a\u9886\u57df\u4e0a\u53bb\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u662f\u5426\u80fd\u591f\u6839\u636e\u8bef\u5dee\u53cd\u4f20\u601d\u60f3\uff0c\u6216\u52a8\u6001\u89c4\u5212\u601d\u60f3\u6765\u8bbe\u8ba1\u4eba\u7c7b\u7ec4\u7ec7\u4e2d\u7684\u8bc4\u4ef7\u673a\u5236\uff1f\u6216\u8005\uff0c\u6211\u4eec\u751a\u81f3\u6709\u53ef\u80fd\u7ad9\u5728\u201c\u53cc\u5411\u6d41\u201d\u7684\u89c6\u89d2\uff0c\u6539\u8fdb\u5e76\u8d85\u8d8a\u73b0\u6709\u65b9\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u8ba9\u5b66\u4e60\u4f18\u5316\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u540c\u6837\u53ef\u4ee5\u4ece\u8303\u7574\u8bba\u7684\u89c6\u89d2\u5bf9\u53cc\u5c42\u6d41\u6a21\u578b\u8fdb\u884c\u62bd\u8c61\u4ee5\u8868\u793a\u4e00\u822c\u7684\u5177\u6709\u9002\u5e94\u5b66\u4e60\u80fd\u529b\u7684\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u3002\u4e0b\u9762\u8fd9\u7bc7\u6587\u7ae0\u7528\u8303\u7574\u8bba\u7684\u8bed\u8a00\u5c06\u795e\u7ecf\u7f51\u7edc\u4e2d\u8bef\u5dee\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u8fdb\u884c\u4e86\u6cdb\u5316\uff0c\u8fd9\u4e5f\u8bb8\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u52a0\u7cfb\u7edf\u6027\u3001\u4e00\u822c\u6027\u5730\u7406\u89e3\u53cc\u5411\u6d41\u7cfb\u7edf\u3002<\/span><\/section>\n<blockquote data-type=\"quote_container\">\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u9898\u76ee\uff1aBackprop as Functor: A compositional perspective on supervised learning<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/ieeexplore.ieee.org\/document\/8785665<\/span><\/section>\n<\/blockquote>\n<section style=\"margin-bottom: 0px;\"><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);\">\u603b\u7ed3\u6765\u770b\uff0c\u73b0\u5728\u5df2\u7ecf\u5728\u5404\u4e2a\u9886\u57df\u5927\u5c55\u8eab\u624b\u7684AI\u5927\u6a21\u578b\u53ef\u4ee5\u88ab\u6211\u4eec\u770b\u4f5c\u4e00\u4e2a\u590d\u6742\u9002\u5e94\u7cfb\u7edf\uff0c\u8fd9\u4e2a\u7279\u6b8a\u7684\u7cfb\u7edf\u5c55\u73b0\u51fa\u4e86\u4e00\u7cfb\u5217\u590d\u6742\u7cfb\u7edf\u5e38\u89c1\u7684\u73b0\u8c61\u89c4\u5f8b\uff0c\u4f8b\u5982\u6d8c\u73b0\u73b0\u8c61\u3001\u89c4\u6a21\u6cd5\u5219\u7b49\u7b49\u3002\u56e0\u800c\uff0cAI\u5927\u6a21\u578b\u6709\u53ef\u80fd\u6210\u4e3a\u590d\u6742\u79d1\u5b66\u53ef\u4ee5\u5927\u5c55\u8eab\u624b\u7684\u4e00\u4e2a\u9886\u57df\u3002\u4e00\u65b9\u9762\uff0c\u6211\u4eec\u53ef\u4ee5\u501f\u52a9\u73b0\u6709\u7684\u5206\u6790\u5de5\u5177\uff0c\u4f8b\u5982\u7f51\u7edc\u5206\u6790\u3001\u52a8\u529b\u7cfb\u7edf\u7406\u8bba\u3001\u6df7\u6c8c\u3001\u5206\u5f62\u7b49\u7406\u8bba\uff0c\u6765\u7406\u89e3\u795e\u7ecf\u7f51\u7edc\u52a8\u529b\u5b66\u53ca\u5176\u5b66\u4e60\u8fc7\u7a0b\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5bf9\u4e8e\u53ea\u6709\u5927\u6a21\u578b\u624d\u80fd\u5c55\u73b0\u51fa\u6765\u7684\u6d8c\u73b0\u80fd\u529b\u3001\u89c4\u6a21\u6cd5\u5219\u73b0\u8c61\uff0c\u5219\u53ef\u80fd\u53ef\u4ee5\u901a\u8fc7\u590d\u6742\u7cfb\u7edf\u7684\u76f8\u53d8\u7406\u8bba\u7b49\u8fdb\u884c\u6df1\u5165\u7406\u89e3\u3002\u8fdb\u4e00\u6b65\uff0c\u5982\u679c\u7ad9\u5728\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684\u89c6\u89d2\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u5c06\u590d\u6742AI\u5927\u6a21\u578b\u7c7b\u6bd4\u4e3a\u7c7b\u4f3c\u751f\u6001\u7f51\u7edc\u7684\u590d\u6742\u9002\u5e94\u7cfb\u7edf\uff0c\u4ece\u800c\u7ad9\u5728\u66f4\u9ad8\u62bd\u8c61\u7684\u5c42\u6b21\u7406\u89e3\u751f\u6001\u4f4d\u3001\u7c7b\u6bd4\u63a8\u7406\uff0c\u4ee5\u53ca\u666e\u9002\u7684\u9002\u5e94\u5b66\u4e60\u539f\u7406\u3002\u5176\u4e2d\uff0c\u8303\u7574\u8bba\u6709\u53ef\u80fd\u4e3a\u6211\u4eec\u63d0\u4f9b\u9ad8\u7ef4\u5ea6\u7684\u6570\u5b66\u5de5\u5177\u52a0\u4ee5\u62bd\u8c61\u63cf\u8ff0\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;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;text-align: center;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247563822&amp;idx=1&amp;sn=9dd41d92c7dbb4bd9a204ad0884eec85&amp;chksm=e896a0a3dfe129b5205efb02b38c16737b9d6261a34663ae26dc515fb34e9931d0920a34c131&amp;scene=21#wechat_redirect\" textvalue=\"\u200d\u200d\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span style=\"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;line-height: 0;outline: 0px;vertical-align: bottom;user-select: none;\"><span class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img\" data-cropselx1=\"0\" data-cropselx2=\"552\" data-cropsely1=\"0\" data-cropsely2=\"315\" data-imgfileid=\"100198785\" data-ratio=\"0.5714285714285714\" data-w=\"1050\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;width: 552px;visibility: visible !important;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-e07c8da9b81588e96dab311e2b766f32.png\"  \/><\/span><\/span><\/a><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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-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><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;text-decoration: underline;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247563822&amp;idx=1&amp;sn=9dd41d92c7dbb4bd9a204ad0884eec85&amp;chksm=e896a0a3dfe129b5205efb02b38c16737b9d6261a34663ae26dc515fb34e9931d0920a34c131&amp;scene=21#wechat_redirect\" textvalue=\"\u4eba\u4eba\u53ef\u5b66\u7684\u8303\u7574\u8bba\u2014\u2014\u8de8\u9886\u57df\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba | \u7cbe\u54c1\u5165\u95e8\u7cfb\u5217\u8bfe\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u4eba\u4eba\u53ef\u5b66\u7684\u8303\u7574\u8bba\u2014\u2014\u8de8\u9886\u57df\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba | \u7cbe\u54c1\u5165\u95e8\u7cfb\u5217\u8bfe<\/a><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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=2247581315&amp;idx=1&amp;sn=de5eab12f11d0a6ba98749f5e74a07bf&amp;chksm=e896e40edfe16d1873d11034d5eb9e3c9ff03d02c0dd026d6a3dae552f14d76724a0f0f8e01b&amp;scene=21#wechat_redirect\" textvalue=\"\u4eba\u4eba\u53ef\u5b66\u7684\u8303\u7574\u8bba\u7b2c\u4e8c\u5b63\u2014\u2014\u8de8\u5b66\u79d1\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba | \u7cbe\u54c1\u5165\u95e8\u7cfb\u5217\u8bfe\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u4eba\u4eba\u53ef\u5b66\u7684\u8303\u7574\u8bba\u7b2c\u4e8c\u5b63\u2014\u2014\u8de8\u5b66\u79d1\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba | \u7cbe\u54c1\u5165\u95e8\u7cfb\u5217\u8bfe<\/a><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><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);\"><strong style=\"color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.578px;text-wrap: wrap;\">\u5bf9\u4e8eAI\u7814\u7a76\u8005<\/strong><span style=\"letter-spacing: 0.578px;text-wrap: wrap;\">\u6765\u8bf4\uff0c\u91c7\u7528\u590d\u6742\u79d1\u5b66\u76f8\u5173\u7684\u7814\u7a76\u624b\u6bb5\uff1a\u975e\u7ebf\u6027\u52a8\u529b\u5b66\u3001\u590d\u6742\u7f51\u7edc\u3001\u7edf\u8ba1\u7269\u7406\u3001\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u3001\u8303\u7574\u8bba\u7b49\u7b49\u5de5\u5177\uff0c\u6709\u52a9\u4e8e\u6211\u4eec\u7ad9\u5728\u666e\u904d\u7cfb\u7edf\u7684\u89c6\u89d2\u66f4\u597d\u5730\u770b\u5f85AI\u5927\u6a21\u578b\u3002\u5b83\u4e00\u65b9\u9762\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5728\u6574\u4f53\u6027\u89d2\u5ea6\u7406\u89e3AI\u5927\u6a21\u578b\u7684\u5de5\u4f5c\u57fa\u7840\uff0c\u7279\u522b\u662f\u9488\u5bf9\u6d8c\u73b0\u3001\u89c4\u6a21\u6cd5\u5219\u7b49\u73b0\u8c61\u7684\u6df1\u5c42\u7406\u89e3\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u6539\u8fdb\u6a21\u578b\u63d0\u4f9b\u6d1e\u5bdf\u548c\u5e2e\u52a9\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u8fd9\u4e9b\u7406\u8bba\u5de5\u5177\u4e5f\u6709\u52a9\u4e8e\u6211\u4eec\u6784\u9020\u53ef\u89e3\u91ca\u6027\u7684AI\u6a21\u578b\u3002<\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.578px;text-wrap: wrap;\"><br  \/><\/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);\"><strong>\u5bf9\u4e8e\u590d\u6742\u7cfb\u7edf\u79d1\u5b66\u9886\u57df\u7684\u7814\u7a76\u8005<\/strong>\u6765\u8bf4\uff0c\u957f\u4e45\u4ee5\u6765\uff0c\u4eba\u4eec\u5f88\u96be\u5728\u590d\u6742\u79d1\u5b66\u9886\u57df\u53d6\u5f97\u91cd\u5927\u7a81\u7834\uff0c\u8fd9\u6709\u76f8\u5f53\u4e00\u90e8\u5206\u539f\u56e0\u662f\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u5f88\u96be\u8fdb\u884c\u89c2\u6d4b\u53ca\u91cd\u590d\u5b9e\u9a8c\u3002\u4e8e\u662f\uff0c\u4eba\u4eec\u901a\u8fc7\u6784\u5efa\u8ba1\u7b97\u673a\u6a21\u578b\u6765\u66ff\u4ee3\u771f\u5b9e\u7684\u590d\u6742\u7cfb\u7edf\u3002\u800c\u8fd9\u4e9b\u6a21\u578b\u53c8\u56e0\u4e3a\u8fc7\u5ea6\u7b80\u5316\uff0c\u6216\u8005\u5e76\u4e0d\u80fd\u5b8c\u6210\u5b9e\u9645\u4efb\u52a1\uff0c\u4ece\u800c\u5bfc\u81f4\u7814\u7a76\u5de5\u4f5c\u610f\u4e49\u4e0d\u5927\u3002\u73b0\u5728\uff0c\u6709\u4e86\u53ef\u4ee5\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684AI\u5927\u6a21\u578b\uff0c\u590d\u6742\u79d1\u5b66\u5bb6\u4eec\u4fbf\u53ef\u4ee5\u6709\u4e86\u5168\u65b0\u7684\u7406\u60f3\u7814\u7a76\u5bf9\u8c61\u3002\u901a\u8fc7\u7814\u7a76\u5206\u6790\u5927\u6a21\u578b\u53ef\u4ee5\u83b7\u5f97\u5173\u4e8e\u590d\u6742\u7684\u7f51\u7edc\u52a8\u529b\u5b66\u53ca\u5176\u9002\u5e94\u6f14\u5316\u7684\u7b2c\u4e00\u624b\u6750\u6599\uff0c\u4ece\u800c\u6709\u52a9\u4e8e\u4ece\u4e2d\u63d0\u70bc\u51fa\u4e00\u822c\u6027\u7684\u666e\u9002\u89c4\u5f8b\u3002\u7531\u4e8e\u6a21\u578b\u9ad8\u5ea6\u7684\u53ef\u63a7\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6570\u503c\u8ba1\u7b97\u7684\u65b9\u5f0f\u5b8c\u6210\u5b9e\u9a8c\uff0c\u4ece\u800c\u5927\u5927\u964d\u4f4e\u4e86\u6211\u4eec\u7814\u7a76\u590d\u6742\u7cfb\u7edf\u7684\u6210\u672c\u3002\u5176\u6b21\uff0c\u7531\u4e8eAI\u5927\u6a21\u578b\u53ef\u4ee5\u89e3\u51b3\u5f88\u591a\u5b9e\u9645\u95ee\u9898\uff0c\u5bf9\u6a21\u578b\u7684\u7406\u89e3\u548c\u4f18\u5316\u4e5f\u6709\u52a9\u4e8e\u5b9e\u9645\u95ee\u9898\u7684\u89e3\u51b3\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=\"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;font-size: 15px;letter-spacing: 0.034em;\">\u63a5\u4e0b\u6765\u6211\u4eec\u8ba8\u8bba\u7b2c\u4e8c\u90e8\u5206\uff0c\u7528\u5927\u6a21\u578b\u8f85\u52a9\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><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;font-size: 15px;letter-spacing: 0.034em;\"><br  \/><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.578px;font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\">\n<section style=\"padding: 21px;outline: 0px;display: inline-block;width: 514.414px;vertical-align: top;align-self: flex-start;flex: 0 0 auto;background-color: rgba(214, 236, 235, 0.33);height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;\">\n<section style=\"outline: 0px;text-align: justify;font-size: 22px;\">\n<p style=\"outline: 0px;\"><span style=\"outline: 0px;font-size: 24px;\">\u4e8c\u3001\u7528AI\u5927\u6a21\u578b\u8f85\u52a9\u590d\u6742\u7cfb\u7edf\u7814\u7a76<\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;justify-content: flex-start;display: flex;flex-flow: row;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 19px;text-align: center;\">\n<section style=\"margin-right: auto;margin-left: auto;outline: 0px;display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(248, 171, 170);background-color: rgb(248, 171, 170);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;font-size: 12px;color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-left: 7px;outline: 0px;display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 19px;text-align: center;\">\n<section style=\"margin-right: auto;margin-left: auto;outline: 0px;display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(178, 222, 227);background-color: rgb(178, 222, 227);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;font-size: 12px;color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-left: 7px;outline: 0px;display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;font-size: 19px;text-align: center;\">\n<section style=\"margin-right: auto;margin-left: auto;outline: 0px;display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(248, 171, 170);background-color: rgb(248, 171, 170);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;font-size: 12px;color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p powered-by=\"xiumi.us\" style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: perspective(0px);transform-style: flat;\">\n<section style=\"margin-top: -50px;margin-bottom: 10px;outline: 0px;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;transform: rotateY(180deg);\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;\">\n<section style=\"outline: 0px;display: inline-block;width: 30px;height: 30px;vertical-align: top;overflow: hidden;background-color: rgb(178, 222, 227);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: perspective(0px);transform-style: flat;\">\n<section style=\"outline: 0px;text-align: right;line-height: 1;transform: rotateY(180deg);\">\n<section style=\"outline: 0px;width: 0px;display: inline-block;border-top: 0.6em solid rgb(178, 222, 227);border-left: 0.6em solid rgb(178, 222, 227);border-bottom: 0.6em solid transparent !important;border-right: 0.6em solid transparent !important;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-left: 10px;outline: 0px;display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;\">\n<section style=\"outline: 0px;display: inline-block;width: 30px;height: 30px;vertical-align: top;overflow: hidden;background-color: rgb(178, 222, 227);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: perspective(0px);transform-style: flat;\">\n<section style=\"outline: 0px;text-align: right;line-height: 1;transform: rotateY(180deg);\">\n<section style=\"outline: 0px;width: 0px;display: inline-block;border-top: 0.6em solid rgb(178, 222, 227);border-left: 0.6em solid rgb(178, 222, 227);border-bottom: 0.6em solid transparent !important;border-right: 0.6em solid transparent !important;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-left: 22px;outline: 0px;display: inline-block;vertical-align: bottom;width: 225.414px;flex: 0 0 auto;height: auto;align-self: flex-end;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;outline: 0px;\">\n<section style=\"outline: 0px;background-color: rgb(214, 236, 235);height: 2px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/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;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u4e0d\u4ec5\u53ef\u4ee5\u5c06AI\u5927\u6a21\u578b\u89c6\u4e3a\u590d\u6742\u7cfb\u7edf\u6765\u52a0\u4ee5\u7814\u7a76\uff0c\u8fd8\u53ef\u4ee5\u4ee5\u8fd9\u4e9bAI\u5927\u6a21\u578b\u4e3a\u4e2d\u95f4\u8df3\u677f\uff0c\u4ece\u800c\u95f4\u63a5\u7406\u89e3\u771f\u5b9e\u4e16\u754c\u7684\u590d\u6742\u7cfb\u7edf\u3002\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\uff0c\u6211\u4eec\u9996\u5148\u53ef\u4ee5\u5c06\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u7684\u6570\u636e\u538b\u7f29\u6210\u4e00\u4e2aAI\u5927\u6a21\u578b\uff0c\u6709\u4e86\u8fd9\u4e2a\u5927\u6a21\u578b\u540e\uff0c\u6211\u4eec\u5c31\u4eff\u4f5b\u62e5\u6709\u4e86\u4e00\u4e2a\u201c\u73a9\u5177\u201d\uff0c\u4ece\u800c\u901a\u8fc7\u5404\u79cd\u6a21\u578b\u8c03\u8bd5\uff0c\u6765\u8ba4\u77e5\u5927\u6a21\u578b\u80cc\u540e\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u7684\u6982\u5ff5\u3002\u5f53\u7136\uff0c\u8fd9\u6837\u505a\u7684\u524d\u63d0\u662f\uff0cAI\u5927\u6a21\u578b\u4e0d\u4ec5\u4ec5\u80fd\u591f\u62df\u5408\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u7684\u6570\u636e\uff0c\u8fd8\u80fd\u591f\u628a\u63e1\u4f4f\u771f\u5b9e\u7684\u56e0\u679c\u89c4\u5f8b\u3002<\/span><\/p>\n<p 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><\/p>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -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 style=\"outline: 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;\">1. \u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21<\/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;text-wrap: wrap;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b14\u8005\u6240\u5728\u7684\u7814\u7a76\u7ec4\u5c31\u5728\u4ece\u4e8b\u8fd9\u6837\u7684\u5de5\u4f5c\uff0c\u6211\u4eec\u5c06\u8fd9\u4e00\u7814\u7a76\u65b9\u5411\u79f0\u4e3a\u201c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u201d\u3002\u611f\u5174\u8da3\u7684\u8bfb\u8005\uff0c\u53ef\u4ee5\u53c2\u8003\u6587\u7ae0<span style=\"letter-spacing: 0.578px;text-wrap: wrap;\">\u300a<\/span><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247511098&amp;idx=1&amp;sn=0bc2f2027a3148cc53385bea6de3305d&amp;chksm=e897f6b7dfe07fa13d22b01560988c7df77be2a384f386b7f6e3d060bf6cda6634b55e1a46ec&amp;scene=21#wechat_redirect\" textvalue=\"\u4ece\u56fe\u7f51\u7edc\u5230\u56e0\u679c\u63a8\u65ad\uff0c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u4e94\u90e8\u66f2\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"font-size: 15px;letter-spacing: 0.578px;text-wrap: wrap;\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u4ece\u56fe\u7f51\u7edc\u5230\u56e0\u679c\u63a8\u65ad\uff0c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u4e94\u90e8\u66f2<\/a><span style=\"letter-spacing: 0.578px;text-wrap: wrap;\">\u300b<\/span>\u3002\u5728\u6b64\u4e0d\u518d\u8d58\u8ff0\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -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 style=\"outline: 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;\">2. \u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u77e5\u8bc6\u63d0\u53d6<\/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;text-wrap: wrap;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u82e5\u60f3\u4ee5AI\u5927\u6a21\u578b\u8f85\u52a9\u6211\u4eec\u5bf9\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u8fdb\u884c\u7814\u7a76\uff0c\u4e00\u4e2a\u91cd\u8981\u7684\u5173\u952e\u73af\u8282\u5c31\u662f\u4ece\u5927\u6a21\u578b\u4e2d\u63d0\u70bc\u51fa\u4eba\u7c7b\u80fd\u591f\u7406\u89e3\u7684\u77e5\u8bc6\u3002\u90a3\u4e48\uff0c\u77e5\u8bc6\u53c8\u662f\u600e\u6837\u5728\u5927\u6a21\u578b\u4e2d\u5b58\u50a8\u7684\u5462\uff1f<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u8fd8\u662f\u4ee5\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u4f8b\u6765\u5c55\u5f00\u8ba8\u8bba\u3002\u5728\u5927\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u7684\u53c2\u6570\u4f1a\u6839\u636e\u8f93\u5165\u6587\u672c\u9002\u5e94\u6027\u6539\u53d8\uff0c\u4ece\u800c\u6d8c\u73b0\u51fa\u5404\u79cd\u80fd\u529b\u3002\u4f46\u662f\uff0c\u8fd9\u79cd\u80fd\u529b\u7a76\u7adf\u662f\u5982\u4f55\u4ea7\u751f\u7684\uff0c\u53c8\u5b58\u50a8\u4e8e\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u4ec0\u4e48\u5730\u65b9\u5462\uff1f<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3a\u4e86\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u501f\u9274\u4eba\u7c7b\u5927\u8111\u7684\u8ba4\u77e5\u673a\u5236\u3002\u5728\u4eba\u7c7b\u5b66\u4e60\u77e5\u8bc6\u7684\u8fc7\u7a0b\u4e2d\uff0c\u513f\u7ae5\u65e2\u4ece\u4e0e\u771f\u5b9e\u4e16\u754c\u7684\u4ea4\u4e92\u4e2d\u5b66\u4e60\u4e16\u754c\u6a21\u578b\uff0c\u53c8\u901a\u8fc7\u9605\u8bfb\u3001\u542c\u53d6\u7b49\u5a92\u4ecb\u83b7\u53d6\u77e5\u8bc6\u3002\u8fd9\u4e9b\u7ecf\u9a8c\u548c\u77e5\u8bc6\u6700\u7ec8\u88ab\u5b58\u50a8\u5728\u5927\u8111\u7684\u795e\u7ecf\u7f51\u7edc\u4e2d\uff0c\u5f62\u6210\u4e86\u6211\u4eec\u5bf9\u4e16\u754c\u7684\u8ba4\u77e5\u548c\u7406\u89e3\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u5927\u8111\u4e2d\u7684\u77e5\u8bc6<\/span><\/strong><\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8ba9\u6211\u4eec\u5148\u6765\u770b\u770b\u201c\u732b\u201d\u8fd9\u6837\u7684\u6982\u5ff5\u662f\u5982\u4f55\u4ece\u6211\u4eec\u7684\u5934\u8111\u4e2d\u201c\u6d8c\u73b0\u201d\u51fa\u6765\u7684\u3002\u4e0d\u7ba1\u662f\u4eba\u7c7b\u5927\u8111\u8fd8\u662f\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff0c\u90fd\u662f\u901a\u8fc7\u7c7b\u4f3c\u7684\u81ea\u4e0b\u800c\u4e0a\u7684\u8fc7\u7a0b\u6765\u83b7\u53d6\u77e5\u8bc6\u4e0e\u6982\u5ff5\u3002\u4ee5\u4eba\u8111\u89c6\u89c9\u5904\u7406\u4e3a\u4f8b\uff0c\u73b0\u6709\u7684\u7406\u8bba\u8ba4\u4e3a\u5927\u8111\u89c6\u89c9\u76ae\u5c42V1\u533a\u7684\u795e\u7ecf\u5143\u53ea\u80fd\u68c0\u6d4b\u5fae\u5c0f\u7684\u7279\u5f81\uff0c\u4f8b\u5982\u7ebf\u6761\u3001\u8fb9\u754c\u7b49\u3002V1\u533a\u7684\u795e\u7ecf\u5143\u5c06\u5904\u7406\u540e\u7684\u7279\u5f81\u4f20\u9012\u5230V2\u533a\uff0c\u5728V2\u533a\u5c06\u7b80\u5355\u7279\u5f81\u805a\u5408\u6210\u66f4\u590d\u6742\u7684\u7279\u5f81\uff0c\u4f8b\u5982\u89d2\u70b9\u6216\u5f27\u5f62\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u7b80\u5355\u7279\u5f81\u5230\u590d\u6742\u7279\u5f81\u518d\u5230\u8bc6\u522b\u51fa\u6574\u4e2a\u7269\u4f53\uff0c\u6bd4\u5982\u201c\u732b\u201d\u8fd9\u6837\u7684\u52a8\u7269\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u548c\u795e\u7ecf\u79d1\u5b66\u5bb6\u6770\u592b\u00b7\u970d\u91d1\u65af\uff08Jeff Hawkins\uff09\u5728<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247638963&amp;idx=1&amp;sn=4a2463d56fd985af3fb4a492685e1495&amp;chksm=e899853edfee0c28181ee1ea10674370463d3733ddc09620a7d012c33b6a76a2df6e7c43073b&amp;scene=21#wechat_redirect\" textvalue=\"\u300a\u5343\u8111\u667a\u80fd\u300b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300a\u5343\u8111\u667a\u80fd\u300b<\/a>\u4e00\u4e66\u4e2d\u63d0\u51fa\u7684\u5343\u8111\u7406\u8bba\u8ba4\u4e3a\uff0c\u5927\u8111\u4e2d\u7684\u65b0\u76ae\u8d28\u5728\u5bf9\u4e16\u754c\u8fdb\u884c\u5efa\u6a21\uff0c\u5b66\u4e60\u82e5\u5e72\u5173\u4e8e\u4e16\u754c\u77e5\u8bc6\u7684\u4e16\u754c\u6a21\u578b\uff0c\u5e76\u57fa\u4e8e\u8be5\u6a21\u578b\u8fdb\u884c\u9884\u6d4b\uff0c\u8fd9\u4e00\u70b9\u548c\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66\u9886\u57df\u7684\u81ea\u7531\u80fd\u539f\u7406\u4e3b\u52a8\u63a8\u7406\u7406\u8bba\u4e0d\u8c0b\u800c\u5408\uff0cYann Lecun\u5728\u300aA Path Towards Autonomous Machine Intelligence\u300b\u4e2d\u4e5f\u6709\u7c7b\u4f3c\u7684\u8bba\u8ff0\u3002\u6b64\u5916\u5343\u8111\u7406\u8bba\u8ba4\u4e3a\u5355\u6839\u76ae\u8d28\u67f1\u53ef\u4ee5\u5b66\u4e60\u6570\u767e\u4e2a\u590d\u6742\u7684\u7269\u4f53\u4f46\u53d7\u5230\u8f93\u5165\u7684\u9650\u5236\uff0c\u4f8b\u5982\u4e00\u6839\u89c6\u89c9\u76ae\u8d28\u67f1\u65e0\u6cd5\u5b66\u4e60\u65cb\u5f8b\u7684\u6a21\u578b\u3002\u8be5\u7406\u8bba\u8ba4\u4e3a\u65b0\u76ae\u8d28\u5e76\u975e\u4f7f\u7528\u5c42\u6b21\u7ed3\u6784\u5c06\u7279\u5f81\u805a\u5408\u6210\u6240\u8bc6\u522b\u7684\u7269\u4f53\uff0c\u800c\u662f\u4f7f\u7528\u5c42\u6b21\u7ed3\u6784\u5c06\u7b80\u5355\u7269\u4f53\u805a\u5408\u6210\u66f4\u590d\u6742\u7684\u7269\u4f53\u3002\u5c3d\u7ba1\u5343\u8111\u667a\u80fd\u7406\u8bba\u7684\u6b63\u786e\u6027\u4ecd\u7136\u5b58\u5728\u4e89\u8bae\uff0c\u4f46\u662f\u4eba\u7c7b\u5927\u8111\u901a\u8fc7\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u611f\u89c9\u8f93\u5165\u4fe1\u53f7\u8fdb\u884c\u5206\u5316\uff0c\u4ece\u800c\u4ea7\u751f\u4e0d\u540c\u529f\u80fd\u7684\u8111\u533a\uff0c\u8fd9\u4e00\u70b9\u5df2\u7ecf\u5f97\u5230\u5e7f\u6cdb\u7684\u79d1\u5b66\u8ba4\u53ef\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.476px;text-wrap: wrap;background-color: rgb(255, 255, 255);\">&gt;&gt; \u63a2\u7d22\u81ea\u7531\u80fd\u539f\u7406\u3001\u5f3a\u5316\u5b66\u4e60\u4e16\u754c\u6a21\u578b\u3001\u610f\u8bc6\u7406\u8bba\u7b49\u8bdd\u9898\uff0c\u5173\u6ce8\u6700\u65b0\u7684\u300c\u81ea\u7531\u80fd\u539f\u7406\u4e0e\u5f3a\u5316\u5b66\u4e60\u300d<span style=\"letter-spacing: 0.476px;text-wrap: wrap;background-color: rgb(255, 255, 255);\">\u8bfb\u4e66\u4f1a<\/span><\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100198782\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\" data-type=\"png\" data-w=\"1050\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-4aada653175698612327c82e808831a3.png\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;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;\">\u6b64\u5916\u5bf9\u4e8e\u5355\u4e2a\u6a21\u6001\u7684\u529f\u80fd\u800c\u8a00\u4e5f\u5b58\u5728\u5206\u5316\u73b0\u8c61\u3002\u4ee5\u8bed\u8a00\u529f\u80fd\u4e3a\u4f8b\uff0c\u4e0d\u540c\u8111\u533a\u7684\u795e\u7ecf\u5143\u53ef\u80fd\u8d1f\u8d23\u4e0d\u540c\u7684\u8bed\u8a00\u529f\u80fd\uff0c\u4eba\u7c7b\u5927\u8111\u4e2d\u7684\u8bed\u8a00\u533a\u57df\u53ef\u4ee5\u5206\u4e3a\u5e03\u7f57\u5361\u533a\u548c\u97e6\u5c3c\u514b\u533a\u3002\u7ecf\u5178\u6a21\u578b\u8ba4\u4e3a\u5e03\u6d1b\u5361\u533a\u4f4d\u4e8e\u5de6\u534a\u7403\u989d\u53f6\u7684\u540e\u4e0b\u65b9\uff0c\u4e3b\u8981\u638c\u7ba1\u8a00\u8bed\u7684\u8fd0\u52a8\uff0c\u82e5\u5e03\u6d1b\u5361\u533a\u53d7\u635f\u5c31\u5bfc\u81f4\u8fd0\u52a8\u6027\u5931\u8bed\u75c7\u3002\u5a01\u5c14\u5c3c\u514b\u533a\u5728\u989e\u53f6\u4e0a\u65b9\u3001\u9760\u8fd1\u6795\u53f6\u5904\u3002\u4e3b\u8981\u4e0e\u7406\u89e3\u53e3\u5934\u8bed\u8a00\u6709\u5173\uff0c\u5a01\u5c14\u5c3c\u514b\u533a\u53d7\u635f\u5c06\u5f15\u8d77\u542c\u89c9\u6027\u5931\u8bed\u75c7\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bed\u8a00\u6a21\u578b\u901a\u8fc7\u5b66\u4e60\u5927\u91cf\u7684\u6587\u672c\u6570\u636e\uff0c\u4e0d\u65ad\u8c03\u6574\u81ea\u8eab\u7684\u53c2\u6570\uff0c\u4ece\u800c\u9010\u6e10\u5b66\u4e60\u5230\u6587\u672c\u7684\u8bed\u8a00\u89c4\u5f8b\u548c\u8bed\u4e49\u4fe1\u606f\u3002\u8fd9\u4e9b\u89c4\u5f8b\u548c\u4fe1\u606f\u88ab\u5b58\u50a8\u5728\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u8fde\u63a5\u6743\u91cd\u4e2d\uff0c\u5f62\u6210\u4e86\u8bed\u8a00\u6a21\u578b\u5bf9\u6587\u672c\u7684\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\u3002\u90a3\u4e48\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u6240\u5b66\u5230\u7684\u77e5\u8bc6\u662f\u5426\u4e5f\u5b58\u5728\u7c7b\u4f3c\u5927\u8111\u7684\u5c42\u6b21\u4ee5\u53ca\u5206\u5316\u73b0\u8c61\u5462\uff1f<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u77e5\u8bc6<\/span><\/strong><\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Mathematica\u4ee5\u53caWolfram|Alpha \u7684\u53d1\u660e\u8005Stephen Wolfram\u505a\u4e86\u4e00\u4e2a\u7b80\u5355\u5b9e\u9a8c\uff0c\u5bf9\u8bad\u7ec3\u597d\u7684GPT-2\u6a21\u578b\u8fdb\u884c\u4e86\u5206\u6790\uff0c\u4ed6\u901a\u8fc7\u5bf9attention block\u4e2d\u7684\u5168\u8fde\u63a5\u7f51\u7edc\u53c2\u6570\u77e9\u9635\u8fdb\u884c\u79fb\u52a8\u5e73\u5747\u540e\uff0c\u5c06\u5176\u53ef\u89c6\u5316\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/span><\/p>\n<p 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><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-height=\"844\" data-imgfileid=\"100198761\" data-ratio=\"0.7416666666666667\" data-type=\"png\" data-w=\"1080\" data-width=\"1138\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-0c0267806044d83a319ca1b0d7491f0f.png\"  \/><span style=\"color: rgb(136, 136, 136);font-size: 14px;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;\">\u56fe20.&nbsp;\u8bed\u8a00\u6a21\u578b\u4e2d\u7f51\u7edc\u53c2\u6570\u77e9\u9635\u79fb\u52a8\u5e73\u5747\u540e\u7684\u53ef\u89c6\u5316<\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bed\u8a00\u6a21\u578b\u4e2d\u7f51\u7edc\u53c2\u6570\u77e9\u9635\u7684\u53ef\u89c6\u5316\u5448\u73b0\u51fa\u4e00\u4e9b\u6709\u8da3\u7684\u7c7b\u4f3c\u6591\u56fe\u7684\u5f62\u6001\u3002\u867d\u7136\u8fd9\u4e9b\u201c\u6591\u56fe\u201d\u5e76\u4e0d\u80fd\u76f4\u63a5\u544a\u8bc9\u6211\u4eec\u201c\u77e5\u8bc6\u201d\u5177\u4f53\u4f4d\u4e8e\u4f55\u5904\uff0c\u4f46\u662f\u5b83\u4eec\u7684\u5b58\u5728\u5374\u8868\u660e\u4e86\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u77e5\u8bc6\u53ef\u80fd\u5b58\u5728\u67d0\u79cd\u7ed3\u6784\u548c\u6a21\u5f0f\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6700\u8fd1\u7684\u7814\u7a76\u8868\u660e\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u5b66\u4e60\u5404\u79cd\u5c42\u6b21\u7684\u8bed\u8a00\u5b66\u77e5\u8bc6\uff0c\u5176\u4e2d\u5305\u62ec\u6d45\u5c42\u8bed\u8a00\u77e5\u8bc6\uff0c\u5982\u8bcd\u6c47\u3001\u8bcd\u6027\u548c\u53e5\u6cd5\u7b49\uff0c\u8fd9\u4e9b\u77e5\u8bc6\u5b58\u50a8\u5728Transformer\u6a21\u578b\u7684\u4f4e\u5c42\u548c\u4e2d\u5c42\u3002\u540c\u65f6\uff0c\u62bd\u8c61\u7684\u8bed\u8a00\u77e5\u8bc6\uff0c\u5982\u8bed\u4e49\u77e5\u8bc6\uff0c\u5219\u5e7f\u6cdb\u5206\u5e03\u5728Transformer\u7684\u4e2d\u5c42\u548c\u9ad8\u5c42\u7ed3\u6784\u4e2d\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u77e5\u8bc6\u795e\u7ecf\u5143<\/span><\/strong><\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u8bba\u6587\u300aKnowledge Neurons in Pretrained Transformers\u300b\u4e2d\uff0c\u4f5c\u8005\u5f15\u5165\u4e86\u77e5\u8bc6\u795e\u7ecf\u5143\u7684\u6982\u5ff5\uff0c\u5bf9Transformer\u4e2d\u7684\u4e8b\u5b9e\u6027\u77e5\u8bc6\uff08\u53ef\u4ee5\u88ab\u5224\u5b9a\u4e3a\u771f\u6216\u5047\u7684\u4fe1\u606f\uff09\u5b58\u50a8\u8fdb\u884c\u4e86\u521d\u6b65\u7814\u7a76\u3002\u901a\u8fc7\u5bf9\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578bBERT\u8fdb\u884c\u586b\u7a7a\u6d4b\u8bd5\u6765\u68c0\u67e5\u77e5\u8bc6\u795e\u7ecf\u5143\u3002\u7ed9\u5b9a\u4e00\u4e2a\u5173\u7cfb\u4e8b\u5b9e\uff0c\u4f7f\u7528\u79ef\u5206\u68af\u5ea6\u6cd5\uff08Integrated Gradients\uff09\u8fdb\u884c\u77e5\u8bc6\u5f52\u56e0 (Knowledge Attribution\uff09\u6765\u8bc6\u522b\u8868\u8fbe\u8be5\u4e8b\u5b9e\u7684\u795e\u7ecf\u5143\uff0c\u5b9e\u9a8c\u53d1\u73b0\u8fd9\u4e9b\u77e5\u8bc6\u795e\u7ecf\u5143\u7684\u6fc0\u6d3b\u4e0e\u5b83\u4eec\u5bf9\u5e94\u7684\u4e8b\u5b9e\u8868\u8fbe\u5448\u6b63\u76f8\u5173\u3002<\/span><\/p>\n<p 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><\/p>\n<section style=\"margin-bottom: 0px;line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-height=\"1260\" data-imgfileid=\"100198762\" data-ratio=\"1.1074074074074074\" data-type=\"png\" data-w=\"1080\" data-width=\"1138\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-f65c2b1b9ed887e21d8d25904f41470f.png\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);text-align: center;font-size: 14px;\">\u56fe21. \u77e5\u8bc6\u795e\u7ecf\u5143\u5de5\u4f5c\u539f\u7406<\/span><\/p>\n<p 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><\/p>\n<p 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\u8fd1\u671f\u53d1\u5c55\u7684\u4e00\u4e9b\u795e\u7ecf\u7f51\u7edc\u5f52\u56e0\u5206\u6790\u65b9\u6cd5\uff0c\u5982\u300aNeural network attributions: A causal perspective\u300b\uff0c\u8fd8\u6709\u4e00\u4e9b\u6709\u5173\u53ef\u89e3\u91ca\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u90fd\u4e3a\u6211\u4eec\u8fdb\u4e00\u6b65\u89e3\u8bfb\u795e\u7ecf\u7f51\u7edc\u63d0\u4f9b\u4e86\u5f88\u597d\u7684\u5e2e\u52a9\u3002\u4e0d\u96be\u8bbe\u60f3\uff0c\u5982\u679c\u5047\u4ee5\u65f6\u65e5\uff0cChatGPT\u8fd9\u6837\u7684\u5927\u6a21\u578b\u5c06\u53ef\u80fd\u5177\u5907\u81ea\u6211\u5f52\u56e0\uff0c\u81ea\u6211\u89e3\u91ca\u7684\u80fd\u529b\uff0c\u4ece\u800c\u4e0d\u4ec5\u80fd\u591f\u5f88\u597d\u5730\u8f85\u52a9\u4eba\u7c7b\u89e3\u51b3\u5404\u7c7b\u590d\u6742\u7cfb\u7edf\u7684\u95ee\u9898\uff0c\u4e5f\u53ef\u4ee5\u4e3a\u4eba\u7c7b\u63d0\u4f9b\u5404\u79cd\u4e0d\u540c\u7684\u9886\u57df\u77e5\u8bc6\u3002<\/span><\/p>\n<p 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><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 14px;color: rgb(136, 136, 136);\">&gt;&gt; \u795e\u7ecf\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u76f8\u4e92\u542f\u53d1\uff1f\u5173\u6ce8\u300cNeuroAI\u300d\u8bfb\u4e66\u4f1a\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0em;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;text-wrap: wrap;text-align: center;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247645814&amp;idx=1&amp;sn=cdb37d5aa7a4b2827c39d7d9e476d625&amp;chksm=e899e0fbdfee69edf3e7c9be3479303189d39c3b1fae33370176ba1767133bba6eadf32b77db&amp;scene=21#wechat_redirect\" textvalue=\"\u200d\u200d\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\" data-positionback=\"static\" style=\"outline: 0px;vertical-align: bottom;user-select: none;line-height: 0;inset: auto;\"><img class=\"rich_pages wxw-img\" data-backh=\"316\" data-backw=\"562\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"316\" data-galleryid=\"\" data-imgfileid=\"100198787\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1050\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;width: 562px;visibility: visible !important;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-25445ac679f9b3248e695e96b5fdc996.png\"  \/><\/span><\/a><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;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;text-wrap: wrap;\">\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><span style=\"outline: 0px;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;letter-spacing: 0.544px;\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.544px;text-wrap: wrap;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;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247645814&amp;idx=1&amp;sn=cdb37d5aa7a4b2827c39d7d9e476d625&amp;chksm=e899e0fbdfee69edf3e7c9be3479303189d39c3b1fae33370176ba1767133bba6eadf32b77db&amp;scene=21#wechat_redirect\" textvalue=\"NeuroAI \u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u63a2\u7d22\u795e\u7ecf\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u524d\u6cbf\u4ea4\u53c9\u9886\u57df\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">NeuroAI \u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u63a2\u7d22\u795e\u7ecf\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u524d\u6cbf\u4ea4\u53c9\u9886\u57df<\/a><\/p>\n<p 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><\/p>\n<p 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><\/p>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -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 style=\"outline: 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;\">3. \u901a\u7528\u9886\u57df\u7684AI\u5927\u6a21\u578b<\/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;text-wrap: wrap;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u590d\u6742\u79d1\u5b66\u7684\u4e00\u4e2a\u594b\u6597\u76ee\u6807\u5c31\u662f\u627e\u5230\u5404\u79cd\u4e0d\u540c\u590d\u6742\u7cfb\u7edf\u80cc\u540e\u7684\u901a\u7528\u6027\u89c4\u5f8b\u548c\u65b9\u6cd5\u3002\u4f8b\u5982\uff0c\u89c4\u6a21\u6cd5\u5219\u5c31\u662f\u8de8\u8d8a\u4e0d\u540c\u590d\u6742\u7cfb\u7edf\u7684\u4e00\u79cd\u901a\u7528\u6cd5\u5219\uff0c\u6216\u552f\u8c61\u89c4\u5f8b\uff1b\u518d\u5982\uff0c\u6d8c\u73b0\u5219\u662f\u4e0d\u540c\u590d\u6742\u7cfb\u7edf\u6240\u5171\u7528\u7684\u4e00\u79cd\u62bd\u8c61\u6982\u5ff5\uff1b\u7f51\u7edc\u5206\u6790\u5219\u662f\u53ef\u4ee5\u6a2a\u8de8\u4e0d\u540c\u5b66\u79d1\u7684\u666e\u904d\u7684\u5206\u6790\u65b9\u6cd5\u3002\u5bf9\u4e8e\u8fd9\u4e9b\u8de8\u9886\u57df\u7684\u3001\u901a\u7528\u7684\u77e5\u8bc6\u63d0\u53d6\u6b63\u662f\u590d\u6742\u79d1\u5b66\u8ffd\u6c42\u7684\u76ee\u6807\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684\u590d\u6742\u79d1\u5b66\u5c1a\u6ca1\u6709\u53d1\u73b0\u8de8\u8d8a\u4e0d\u540c\u590d\u6742\u7cfb\u7edf\u7684\u666e\u9002\u539f\u7406\u7684\u5b58\u5728\u3002\u90a3\u4e48\uff0cAI\u5927\u6a21\u578b\u80fd\u5426\u5e2e\u52a9\u6211\u4eec\u5b9e\u73b0\u8fd9\u4e00\u70b9\u5462\uff1f\u4e0d\u96be\u53d1\u73b0\uff0c\u5176\u5b9e\u5bf9\u8fd9\u4e00\u76ee\u6807\u7684\u8ffd\u6c42\u7684\u524d\u63d0\u5c31\u662fAI\u5927\u6a21\u578b\u8981\u80fd\u591f\u8de8\u9886\u57df\u7684\u89e3\u51b3\u95ee\u9898\uff0c\u8fd9\u4e5f\u6070\u6070\u662f\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u771f\u6b63\u7684\u7ec8\u6781\u76ee\u6807\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8981\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u9996\u5148\u7b2c\u4e00\u6b65\u5c31\u662f\u8981\u83b7\u53d6\u5404\u79cd\u4e0d\u540c\u590d\u6742\u7cfb\u7edf\u7684\u4f20\u611f\u6570\u636e\uff0c\u800c\u8fd9\u4e9b\u6570\u636e\u6709\u7684\u662f\u4ee5\u65f6\u95f4\u5e8f\u5217\u7684\u65b9\u5f0f\u5b58\u50a8\uff0c\u6709\u7684\u662f\u4ee5\u56fe\u7247\u7684\u65b9\u5f0f\u5b58\u50a8\uff0c\u6709\u7684\u5219\u662f\u7528\u6587\u672c\u63cf\u8ff0\u7684\u65b9\u5f0f\u5b58\u50a8\u7684\u3002\u56e0\u6b64\uff0cAI\u7cfb\u7edf\u9996\u5148\u5e94\u8be5\u5148\u5177\u5907\u4e00\u4e2a\u80fd\u591f\u5904\u7406\u591a\u6a21\u6001\u6570\u636e\u7684\u6570\u636e\u9884\u5904\u7406\u5c42\u3002\u5176\u6b21\uff0c\u5f53AI\u7cfb\u7edf\u878d\u5408\u4e86\u591a\u4e2a\u6a21\u6001\u7684\u6570\u636e\u4e4b\u540e\uff0c\u8fd8\u5e94\u80fd\u5b8c\u6210\u66f4\u9ad8\u5c42\u6b21\u7684\u63a8\u7406\u3002\u8fd9\u4e0d\u4ec5\u9700\u8981\u901a\u8fc7\u6df1\u5ea6\u7684\u7f51\u7edc\u624d\u80fd\u5b9e\u73b0\uff0c\u800c\u4e14\u8fd8\u9700\u8981\u6709\u4e00\u4e2a\u901a\u7528\u7684\u4e0e\u5e95\u5c42\u8f93\u5165\u6570\u636e\u65e0\u5173\u7684\u901a\u7528\u63a5\u53e3\uff0c\u4ece\u800c\u5c06\u62bd\u8c61\u7684\u63a8\u7406\u5c42\u548c\u6d45\u5ea6\u7684\u611f\u77e5\u5c42\u52a0\u4ee5\u5206\u79bb\u3002\u6700\u540e\uff0c\u5982\u679c\u80fd\u591f\u878d\u5408\u53ef\u89e3\u91ca\u6027\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u5219\u7cfb\u7edf\u8fd8\u5e94\u80fd\u5728\u66f4\u6df1\u7684\u5c42\u6b21\u7ed9\u51fa\u8de8\u9886\u57df\u7684\u62bd\u8c61\u77e5\u8bc6\u3002\u4e5f\u8bb8\uff0c\u8fd9\u4e9b\u77e5\u8bc6\u6b63\u662f\u6211\u4eec\u68a6\u5bd0\u4ee5\u6c42\u7684\u590d\u6742\u7cfb\u7edf\u7684\u901a\u7528\u539f\u7406\u3002<\/span><\/p>\n<p 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><\/p>\n<section style=\"margin-bottom: 0px;line-height: 1.75em;text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-height=\"575\" data-imgfileid=\"100198763\" data-ratio=\"0.6504524886877828\" data-type=\"png\" data-w=\"884\" data-width=\"884\" style=\"height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-ed6440863f5f6e6672ef0dcf14001dd0.png\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);text-align: center;font-size: 14px;\">\u56fe22. \u7efc\u5408\u8bed\u8a00\u548c\u89c6\u89c9\u4e24\u79cd\u6a21\u6001\u7684\u5927\u6a21\u578bAI\u7cfb\u7edf<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5c3d\u7ba1\u5f88\u591aAI\u7814\u7a76\u8005\u5e76\u4e0d\u5173\u5fc3\u590d\u6742\u79d1\u5b66\u7684\u53d1\u5c55\uff0c\u4f46\u53ef\u559c\u7684\u662f\uff0cAI\u7814\u7a76\u8005\u4eec\u6b63\u5728\u575a\u5b9a\u4e0d\u79fb\u5730\u5411\u901a\u7528\u9886\u57df\u8fdb\u519b\u3002\u4f8b\u5982\uff0c\u5fae\u8f6f\u6700\u8fd1\u7684\u4e00\u7bc7\u8bba\u6587\u300aLanguage Models are General-Purpose Interfaces\u300b\u6b63\u5728\u5c1d\u8bd5\u80fd\u591f\u7efc\u5408\u8bed\u8a00\u548c\u89c6\u89c9\u7684\u901a\u7528\u76ee\u7684\u63a5\u53e3\uff0c\u5982\u4e0a\u56fe\u6240\u793a\u3002\u8be5\u7cfb\u7edf\u4e0d\u4ec5\u80fd\u591f\u5904\u7406\u591a\u6a21\u6001\u7684\u6570\u636e\uff0c\u800c\u4e14\u8fd8\u80fd\u591f\u5c1d\u8bd5\u89e3\u51b3\u4e0d\u540c\u5f62\u5f0f\u7684\u5404\u79cd\u9886\u57df\u7684\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u4f9b\u4e00\u4e2a\u901a\u7528\u76ee\u7684\u63a5\u53e3\u3002\u5c3d\u7ba1\uff0c\u8fd9\u79cd\u901a\u7528\u9886\u57df\u4e2d\u7684\u5927\u6a21\u578b\u624d\u521a\u521a\u8d77\u6b65\uff0c\u4f46\u662f\u672a\u6765\u7684\u53d1\u5c55\u5c06\u4e0d\u53ef\u9650\u91cf\u3002<\/span><\/p>\n<p 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><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u603b\u7ed3\u6765\u770b\uff0c\u6709\u4e86AI\u5927\u6a21\u578b\uff0c\u6211\u4eec\u4fbf\u53ef\u4ee5\u5bf9\u590d\u6742\u7cfb\u7edf\u5c55\u5f00\u66f4\u52a0\u6df1\u5165\u7684\u7814\u7a76\u3002\u9996\u5148\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06AI\u5927\u6a21\u578b\u770b\u4f5c\u662f\u771f\u5b9e\u4e16\u754c\u4e2d\u5404\u7c7b\u590d\u6742\u7cfb\u7edf\u7684\u901a\u7528\u538b\u7f29\u5668\uff0c\u4ece\u800c\u5c06\u8fd9\u4e9b\u590d\u6742\u7cfb\u7edf\u751f\u6210\u7684\u6570\u636e\u538b\u7f29\u8fdbAI\u5927\u6a21\u578b\u4e2d\uff1b\u5176\u6b21\uff0c\u6211\u4eec\u4fbf\u53ef\u4ee5\u901a\u8fc7\u7814\u7a76\u8fd9\u4e9bAI\u5927\u6a21\u578b\u4ece\u800c\u5c1d\u8bd5\u63d0\u53d6\u5b83\u6240\u5efa\u6a21\u7684\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u77e5\u8bc6\uff0c\u5f53\u7136\u8fd9\u9700\u8981\u5f52\u56e0\u5206\u6790\u3001\u53ef\u89e3\u91ca\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff1b\u6700\u540e\uff0c\u672a\u6765\u7684\u901a\u7528AI\u5927\u6a21\u578b\u5c06\u6709\u53ef\u80fd\u6253\u901a\u4e0d\u540c\u9886\u57df\u4e4b\u95f4\u7684\u58c1\u5792\uff0c\u4ece\u800c\u81ea\u52a8\u5316\u5730\u63d0\u70bc\u8de8\u9886\u57df\u7684\u901a\u7528\u77e5\u8bc6\u5b58\u50a8\u5230\u5927\u6a21\u578b\u7684\u6df1\u5c42\u7f51\u7edc\u4e2d\u3002\u800c\u8fdb\u4e00\u6b65\uff0c\u8c03\u7528\u53ef\u89e3\u91ca\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\uff0c\u6211\u4eec\u4fbf\u6709\u53ef\u80fd\u4eceAI\u5927\u6a21\u578b\u4e2d\u63d0\u70bc\u51fa\u4eba\u7c7b\u80fd\u591f\u7406\u89e3\u7684\u590d\u6742\u7cfb\u7edf\u80cc\u540e\u7684\u6df1\u5c42\u6b21\u3001\u901a\u7528\u7684\u89c4\u5f8b\u4e86\u3002<\/span><\/p>\n<p 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><\/p>\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<hr style=\"border-style: solid;border-right-width: 0px;border-bottom-width: 0px;border-left-width: 0px;border-color: rgba(0, 0, 0, 0.1);transform-origin: 0px 0px;transform: scale(1, 0.5);\"  \/>\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=\"color: rgb(136, 136, 136);font-size: 13px;text-align: center;\">\u8fd9\u7bc7\u7ed3\u5408\u591a\u7bc7\u7ecf\u5178\u8bba\u6587\u7684\u5b66\u4e60\u8def\u5f84\u5728\u201c\u96c6\u667a\u6591\u56fe\u201d\u7f51\u7ad9\u9996\u53d1\uff0c\u6b22\u8fce\u626b\u7801\u767b\u5f55\u96c6\u667a\u6591\u56fe\uff0c\u83b7\u53d6\u5b8c\u6574\u5b66\u4e60\u8def\u5f84\u3002<\/span><\/section>\n<section style=\"text-align: center;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"png\" data-w=\"400\" style=\"width: 118px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-15455fb6c2d406e8c8f2e2048fee0d6f.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;text-align: center;\">https:\/\/pattern.swarma.org\/article\/224<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;text-align: center;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;text-align: center;\"><br  \/><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;text-wrap: wrap;outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;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;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;color: rgb(12, 130, 169);font-size: 16px;\"><strong style=\"outline: 0px;\">\u66f4\u591a\u4eba\u5de5\u667a\u80fd\u548cAI+Science\u4e3b\u9898\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;text-wrap: wrap;outline: 0px;letter-spacing: 0.544px;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<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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;line-height: 2em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(136, 136, 136);letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><br  \/><\/span><\/section>\n<p style=\"outline: 0px;color: rgb(34, 34, 34);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;line-height: 2em;text-align: center;margin-left: 0px;margin-right: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247681407&amp;idx=1&amp;sn=54aed4abdccf3e26b1add4bb8eb17d3c&amp;chksm=e8995ff2dfeed6e4fc9f8d4145253b0fd6819e5461bfbb7b47127d38520480b394cb40fd01db&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\" rel=\"noopener noreferrer\"><span style=\"outline: 0px;font-size: 15px;color: rgb(136, 136, 136);letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><span class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img\" data-backh=\"321\" data-backw=\"562\" data-galleryid=\"\" data-imgfileid=\"100198790\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\" data-type=\"png\" data-w=\"1050\" style=\"letter-spacing: 0.578px;text-align: center;width: 100%;height: auto !important;\"  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center;margin-left: 0px;margin-right: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247679496&amp;idx=1&amp;sn=2f889356c9fcf6fb460dcd87f05036af&amp;chksm=e8996485dfeeed937ca8c59e909b6c991d2ff1cbd132117a91bf54acf9e6205bd0ab2a9e4fb2&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\" rel=\"noopener noreferrer\"><span style=\"outline: 0px;font-size: 15px;color: rgb(136, 136, 136);letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><span class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img\" data-backh=\"321\" data-backw=\"562\" data-galleryid=\"\" data-imgfileid=\"100198791\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\" data-type=\"png\" data-w=\"1050\" style=\"letter-spacing: 0.578px;text-align: 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&quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;line-height: 2em;\"><br  \/><\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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);line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);\"><strong style=\"outline: 0px;\"><span style=\"outline: 0px;font-size: 15px;\">\u672c\u8bfe\u7a0b\u9762\u5411\u5177\u6709\u4e00\u5b9a\u7406\u5de5\u79d1\u80cc\u666f\u548c\u7f16\u7a0b\u6280\u672f\u57fa\u7840\u7684\u5b66\u751f\uff0c\u5168\u9762\u4ecb\u7ecd\u57fa\u4e8e\u5927\u6570\u636e\u6280\u672f\u9a71\u52a8\u4e3a\u4e3b\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1a\u795e\u7ecf\u7f51\u7edc\u3001\u6df1\u5ea6\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u56e0\u679c\u63a8\u65ad\u3001\u751f\u6210\u6a21\u578b\u3001\u8bed\u8a00\u6a21\u578b\u3001\u9762\u5411\u79d1\u5b66\u53d1\u73b0\u7684AI\u7b49\u524d\u6cbf\u9886\u57df<\/span><\/strong><span style=\"outline: 0px;font-size: 15px;\">\u3002\u5e0c\u671b\u5b66\u5458\u80fd\u591f\u5728\u672c\u8bfe\u7a0b\u7684\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u4e86\u89e3\u6570\u636e\u9a71\u52a8\u7684\u4eba\u5de5\u667a\u80fd\u6700\u65b0\u65b9\u6cd5\u3001\u6280\u672f\u548c\u524d\u6cbf\u53d1\u5c55\u60c5\u51b5\uff0c\u540c\u65f6\u901a\u8fc7\u4e00\u5b9a\u7684\u8bfe\u7a0b\u9879\u76ee\u5b9e\u8df5\uff0c\u80fd\u591f\u5177\u5907\u5229\u7528\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u5b9e\u64cd\u3001\u7f16\u7a0b\u80fd\u529b\u3002<span style=\"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;text-wrap: wrap;background-color: rgb(255, 255, 255);\">\u8bfe\u7a0b\u76ee\u524d\u5df2\u5168\u90e8\u4e0a\u7ebf\uff0c\u626b\u7801\u53ef\u62a5\u540d\u8bfe\u7a0b\u3002<\/span><\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;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;text-wrap: wrap;background-color: rgb(255, 255, 255);\"><br  \/><\/span><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247667315&amp;idx=1&amp;sn=fca3a09806e753fa83d3fd6eb8ccf9d8&amp;chksm=e89914fedfee9de82ae7107592b173d2a1c35141fab0006d3eac2dcb2dd1e74aa78a86e09a93&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\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img\" data-backh=\"330\" data-backw=\"578\" data-galleryid=\"\" data-imgfileid=\"100198873\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\" data-type=\"png\" data-w=\"1050\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-64c430dbe433ff2303036d6c201a1ce0.png\"  \/><\/span><\/a><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;white-space: normal;letter-spacing: 0.544px;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<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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;line-height: 2em;\"><br  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;text-wrap: wrap;outline: 0px;letter-spacing: 0.544px;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;\">\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP<\/strong><\/p>\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;text-wrap: wrap;outline: 0px;letter-spacing: 0.544px;\">\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(136, 136, 136);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u957f\u671f\u6df1\u8015\u590d\u6742\u7cfb\u7edf\u4e0e\u8de8\u5b66\u79d1\u7814\u7a76\uff0c\u5728\u7f51\u7edc\u79d1\u5b66\u3001\u7cfb\u7edf\u7406\u8bba\u3001\u6df7\u6c8c\u79d1\u5b66\u7b49\u7ecf\u5178\u9886\u57df\u6301\u7eed\u7b56\u5212\u7cbe\u54c1\u8bfe\u7a0b\uff0c\u540c\u65f6\u4e5f\u8ffd\u8e2a\u56e0\u679c\u79d1\u5b66\u3001\u6df1\u5ea6\u5b66\u4e60\u3001\u590d\u6742\u7ecf\u6d4e\u5b66\u3001\u751f\u547d\u590d\u6742\u6027\u3001\u793e\u4f1a\u8ba1\u7b97\u3001AI+Science\u3001\u5927\u6a21\u578b\u3001\u795e\u7ecf\u79d1\u5b66\u3001\u57ce\u5e02\u79d1\u5b66\u7b49\u4ea4\u53c9\u524d\u6cbf\u3002\u6c47\u96c6\u4e86\u5927\u91cf\u7684\u63a2\u7d22\u8005\uff0c\u5305\u62ec\u6559\u6388\u3001\u7855\u535a\u3001\u5de5\u7a0b\u5e08\u3001\u521b\u4e1a\u8005\u7b49\u7b49\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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);line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;color: rgb(136, 136, 136);\"><br  \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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);line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;color: rgb(136, 136, 136);\">\u4e3a\u4e86\u5e2e\u52a9\u6709\u5b66\u4e60\u9700\u6c42\u7684\u670b\u53cb\u592f\u5b9e\u5b66\u79d1\u57fa\u7840\uff0c\u5e2e\u6709\u79d1\u7814\u9700\u6c42\u7684\u670b\u53cb\u6df1\u5165\u524d\u6cbf\u4ea4\u6d41\uff0c\u6211\u4eec\u5f00\u653e\u4e861\u5e74\u5236\u548c2\u5e74\u5236\u7684\u96c6\u667a\u5b66\u56edVIP\u8ba1\u5212\u3002VIP\u7528\u6237\u53ef\u4ee5\u6df1\u5ea6\u53c2\u4e0e\u96c6\u667a\u4ff1\u4e50\u90e8\u793e\u533a\uff0c\u5e76\u5728\u4f1a\u5458\u671f\u5185\u89e3\u9501\u96c6\u667a\u5b66\u56ed\u5168\u7ad9\u8bfe\u7a0b\u6743\u9650\u3002<\/span><\/p>\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzI0MjY5NTM2MQ==&amp;mid=2247508039&amp;idx=1&amp;sn=b9e492efd41fab0c2fa3ff4eb092c1f4&amp;scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\" style=\"width: 100%;\"><img class=\"rich_pages wxw-img\" data-backh=\"257\" data-backw=\"562\" data-galleryid=\"\" data-imgfileid=\"100198904\" data-ratio=\"0.45740740740740743\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2024\/02\/wxsync-2024-02-e1a14c52a4d511bafcccffb60cabfbe6.jpeg\"  \/><\/span><\/a><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-wrap: wrap;outline: 0px;letter-spacing: 0.544px;clear: both;min-height: 1em;line-height: 2em;\"><span style=\"font-size: 14px;\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI0MjY5NTM2MQ==&amp;mid=2247508039&amp;idx=1&amp;sn=b9e492efd41fab0c2fa3ff4eb092c1f4&amp;chksm=e97a8de9de0d04ffabc439f22170122154bb9c4655cbf957bb5325258661059ef436dd8ce14f&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP\uff0c\u4e00\u6b21\u6027\u83b7\u53d6\u96c6\u667a\u5e73\u53f0\u6240\u6709\u5185\u5bb9\u8d44\u6e90\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"11\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);text-decoration: underline;outline: 0px;cursor: pointer;font-size: 14px;\" rel=\"noopener noreferrer\">\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP\uff0c\u4e00\u6b21\u6027\u83b7\u53d6\u96c6\u667a\u5e73\u53f0\u6240\u6709\u5185\u5bb9\u8d44\u6e90<\/a><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-wrap: wrap;outline: 0px;letter-spacing: 0.544px;clear: both;min-height: 1em;line-height: 2em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);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;line-height: 2em;\"><br  \/><\/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;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;<\/strong><span style=\"text-decoration: underline;\"><strong style=\"outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247658505&amp;idx=1&amp;sn=da037ed9283f35332f2c394749278c80&amp;chksm=e8993684dfeebf92635a318888140575f01b7dd8ba1d67ae8eccc0031199a56a601f7a5669dc&amp;scene=21#wechat_redirect\" textvalue=\"\u8ba9 ChatGPT \u62e5\u6709\u610f\u8bc6\uff0c\u51af\u00b7\u8bfa\u4f9d\u66fc\u4f1a\u600e\u4e48\u505a\uff1f\u2014\u2014\u81ea\u6307\u673a\u5668\u7684\u5965\u79d8\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u8ba9 ChatGPT \u62e5\u6709\u610f\u8bc6\uff0c\u51af\u00b7\u8bfa\u4f9d\u66fc\u4f1a\u600e\u4e48\u505a\uff1f\u2014\u2014\u81ea\u6307\u673a\u5668\u7684\u5965\u79d8<\/a><\/strong><\/span><strong style=\"outline: 0px;\"><\/strong><strong style=\"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=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">2.&nbsp;<\/strong><span style=\"text-decoration: underline;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247657937&amp;idx=1&amp;sn=e7239d5f596f7b5ffc647a63935fb65b&amp;chksm=e899335cdfeeba4a86d44530445b0736f3ae38a42b3ffaf5c3360d31c36664de6306784e744b&amp;scene=21#wechat_redirect\" textvalue=\"ChatGPT \u5411\u901a\u7528\u610f\u8bc6\u673a\u5668\u8fdb\u5316\u7684\u5173\u952e\u2014\u2014\u81ea\u6307\u7684\u542f\u793a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">ChatGPT \u5411\u901a\u7528\u610f\u8bc6\u673a\u5668\u8fdb\u5316\u7684\u5173\u952e\u2014\u2014\u81ea\u6307\u7684\u542f\u793a<\/a><\/strong><\/span><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><\/strong><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><\/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;\">3.&nbsp;<\/strong><\/strong><span style=\"text-decoration: underline;\"><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=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656569&amp;idx=1&amp;sn=8cfa69426acdda822fbd517cb0e54c52&amp;chksm=e8993ef4dfeeb7e2aff700b36694eb83ce52d3f986eb6f7576a75e6400f4c996b1bfd9b9bd3c&amp;scene=21#wechat_redirect\" textvalue=\"\u610f\u8bc6\u673a\u5668\uff1aChatGPT \u80fd\u5426\u62e5\u6709\u81ea\u6211\u610f\u8bc6\uff1f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u610f\u8bc6\u673a\u5668\uff1aChatGPT \u80fd\u5426\u62e5\u6709\u81ea\u6211\u610f\u8bc6\uff1f<\/a><\/strong><\/strong><\/span><strong style=\"outline: 0px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><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=\"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><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;\"><span style=\"outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"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;text-wrap: wrap;outline: 0px;background-color: rgb(255, 255, 255);\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">4.&nbsp;<\/strong><\/strong><span style=\"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;text-wrap: wrap;background-color: rgb(255, 255, 255);text-decoration: underline;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">&nbsp;<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247662766&amp;idx=1&amp;sn=071ac5bd9a139e720ede6024ae6fd0c4&amp;chksm=e8992623dfeeaf3517778ddeb5702b44a3fbdfbc8d5eadb28871ad0c96cc9ca3483a9539fff9&amp;scene=21#wechat_redirect\" textvalue=\"\u201c\u610f\u8bc6\u673a\u5668\u201d\u521d\u63a2\uff1a\u5982\u4f55\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u5177\u5907\u81ea\u6211\u610f\u8bc6\uff1f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u201c\u610f\u8bc6\u673a\u5668\u201d\u521d\u63a2\uff1a\u5982\u4f55\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u5177\u5907\u81ea\u6211\u610f\u8bc6\uff1f<\/a><\/strong><\/strong><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;\"><span style=\"outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">5<strong style=\"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;text-wrap: wrap;background-color: rgb(255, 255, 255);outline: 0px;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">.&nbsp;<\/strong><\/strong><span style=\"letter-spacing: 0.544px;text-decoration: underline;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">&nbsp;<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247665134&amp;idx=1&amp;sn=bb1a09c3cbfb548f3a123f7ca9bdb174&amp;chksm=e8991f63dfee96753ecfb0e9fcc41fa4fab58a140bf330cf745794f4a4c03895211c9c8bcf41&amp;scene=21#wechat_redirect\" textvalue=\"AI\u5947\u70b9\u4e34\u8fd1\uff0c\u5982\u4f55\u5524\u9192\u884c\u661f\u667a\u80fd\uff1f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI\u5947\u70b9\u4e34\u8fd1\uff0c\u5982\u4f55\u5524\u9192\u884c\u661f\u667a\u80fd\uff1f<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;\"><span style=\"outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">6.&nbsp;<\/strong><\/span><span style=\"outline: 0px;text-decoration: underline;\"><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=2247667315&amp;idx=1&amp;sn=fca3a09806e753fa83d3fd6eb8ccf9d8&amp;chksm=e89914fedfee9de82ae7107592b173d2a1c35141fab0006d3eac2dcb2dd1e74aa78a86e09a93&amp;scene=21#wechat_redirect\" textvalue=\"\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b\" 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\">\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\">7.&nbsp;<\/strong><\/strong><\/strong><\/strong><span style=\"outline: 0px;text-decoration: underline;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><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=MzI0MjY5NTM2MQ==&amp;mid=2247508039&amp;idx=1&amp;sn=b9e492efd41fab0c2fa3ff4eb092c1f4&amp;chksm=e97a8de9de0d04ffabc439f22170122154bb9c4655cbf957bb5325258661059ef436dd8ce14f&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP\uff0c\u4e00\u6b21\u6027\u83b7\u53d6\u96c6\u667a\u5e73\u53f0\u6240\u6709\u5185\u5bb9\u8d44\u6e90\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"11\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;color: var(--weui-LINK);cursor: pointer;\" rel=\"noopener noreferrer\">\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP\uff0c\u4e00\u6b21\u6027\u83b7\u53d6\u96c6\u667a\u5e73\u53f0\u6240\u6709\u5185\u5bb9\u8d44\u6e90<\/a><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/span><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;text-wrap: wrap;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;\"><strong style=\"outline: 0px;\">8.&nbsp;<\/strong><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247667297&amp;idx=2&amp;sn=988b7314df45d949e69e81257801fff2&amp;chksm=e89914ecdfee9dfac76f9245fb1fd0e5b25d567e20790fbdab671234588ad0e88e1acf205711&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u200d\u590d\u6742\uff01\" 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\"><span style=\"outline: 0px;text-decoration: underline;\"><strong style=\"outline: 0px;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/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;\"><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=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247615893&amp;idx=2&amp;sn=96bad22819460c3b17f165fef8817c89&amp;chksm=e8965f18dfe1d60e531b3a749cfdfade06962791e3f1b100872d24e032b6b3130a6ead599060&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\uff0c\u200d\u4e00\u8d77\u590d\u6742\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;text-decoration: underline;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;letter-spacing: 0.544px;\" rel=\"noopener noreferrer\"><strong style=\"outline: 0px;\"><\/strong><\/a><\/strong><\/strong><\/strong><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;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\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/section>\n<p>\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b\u200b<\/p>\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 2023\u5e74\u4f0a\u59cb\uff0cChatGPT\u5f15\u7206\u4e86\u793e\u4f1a\u5404\u754c\u5bf9\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u524d\u6cbf\u7684\u5173\u6ce8\uff0c\u5c24\u5176\u662fChatGPT\u80cc\u540e\u7684\u6838\u5fc3\u6280\u672f\u2014\u2014\u5927\u8bed\u8a00\u6a21\u578b\u3002\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u6d8c\u73b0\u51fa\u5f3a\u5927\u7684\u5b66\u4e60\u80fd\u529b\uff1f\u4ece\u590d\u6742\u79d1\u5b66\u89c6\u89d2\uff0cAI \u5927\u6a21\u578b\u53ef\u4ee5\u770b\u4f5c\u4e0e\u751f\u6001\u7f51\u7edc\u7c7b\u4f3c\u7684\u590d\u6742\u9002\u5e94\u7cfb\u7edf\uff0c\u5c55\u73b0\u51fa\u590d\u6742\u7cfb\u7edf\u5e38\u89c1\u7684\u73b0\u8c61\u89c4\u5f8b\uff0c\u4f8b\u5982\u6d8c\u73b0\u3001\u89c4\u6a21\u6cd5\u5219\u7b49\u3002\u56e0\u6b64\uff0c\u590d\u6742\u7cfb\u7edf\u7684&#8230;<\/p>\n","protected":false},"author":0,"featured_media":48160,"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\/48200"}],"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=48200"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/48200\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/48160"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=48200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=48200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=48200"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=48200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}