{"id":36115,"date":"2025-01-06T07:00:10","date_gmt":"2025-01-05T23:00:10","guid":{"rendered":"https:\/\/17aitech.com\/?p=36115"},"modified":"2025-01-06T07:00:10","modified_gmt":"2025-01-05T23:00:10","slug":"ai-%e8%9b%8b%e7%99%bd%e8%b4%a8%e5%a4%ba%e8%af%ba%e5%a5%96%ef%bc%8c%e6%b8%85%e5%8d%8e%e8%81%82%e5%86%8d%e6%b8%85%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%a7%a3%e7%a0%81%e7%94%9f%e7%89%a9%e8%af%ad","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36115","title":{"rendered":"AI \u86cb\u767d\u8d28\u593a\u8bfa\u5956\uff0c\u6e05\u534e\u8042\u518d\u6e05\uff1a\u5927\u6a21\u578b\u89e3\u7801\u751f\u7269\u8bed\u8a00 | \u667a\u8005\u8bbf\u8c08"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-16-7\" target=\"_blank\">AI \u86cb\u767d\u8d28\u593a\u8bfa\u5956\uff0c\u6e05\u534e\u8042\u518d\u6e05\uff1a\u5927\u6a21\u578b\u89e3\u7801\u751f\u7269\u8bed\u8a00 | \u667a\u8005\u8bbf\u8c08<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bd1fa2251736b1739e04488b9eda6d70.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bd1fa2251736b1739e04488b9eda6d70.png\"><\/a><\/p>\n<section>\n<section>\n<section>\n<section>\n<p><mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u7684\u5353\u8d8a\u53d1\u5c55<\/p>\n<p>\u6e90\u4e8e\u5bf9\u6280\u672f\u4e0e\u4ea7\u4e1a\u672c\u8d28\u7684\u6d1e\u5bdf<\/p>\n<p><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u89c6\u9891\u680f\u76ee\u300c\u667a\u8005\u8bbf\u8c08\u300d<\/p>\n<p>\u9080\u8bf7\u9886\u57df\u4e13\u5bb6\uff0c\u6d1e\u6089 AI \u6838\u5fc3\u8d8b\u52bf<\/p>\n<p>\u6df1\u5316\u884c\u4e1a\u8ba4\u77e5\uff0c\u6fc0\u53d1\u521b\u65b0\u601d\u8003<\/p>\n<p>\u4e0e\u667a\u8005\u540c\u884c\uff0c\u5171\u521b AI 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AI \u836f\u7269\u6a21\u578b\uff0c\u8fd9\u79cd\u6a21\u5f0f\u5177\u6709\u66f4\u9ad8\u7684\u5546\u4e1a\u53ef\u884c\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2c618af52b7cd1e965904a5f783622f0.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2c618af52b7cd1e965904a5f783622f0.gif\"><\/a><\/section>\n<section>\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u5bf9\u8bdd\u5f0f\u836f\u7269\u7814\u53d1\u52a9\u624b ChatDD 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-617b5f2a30ad3ebda583ec06c5e3985f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-617b5f2a30ad3ebda583ec06c5e3985f.png\"><\/a><\/section>\n<section><strong>\u65f6\u95f4\u6233<\/strong><\/section>\n<section>\n<section>\n<section>\n<section>\n<section><\/section>\n<section>\n<section>\n<section>\n<section>\n<p><strong>01:15 \u00a0\u00a0<\/strong>\u836f\u7269\u7814\u53d1\u75db\u70b9\uff1a\u5e72\u6e7f\u5b9e\u9a8c\u4e0d\u7ed3\u5408<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section>\n<section><\/section>\n<section>\n<section>\n<section>\n<section>\n<p><strong>02:28 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80%\u300190% 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data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u7b97\u6cd5\u7ed3\u5408\u8d77\u6765\u7684\u89d2\u5ea6\uff0c\u6211\u89c9\u5f97\u9700\u8981\u4e24\u4e2a\u6a21\u578b\u7684\u878d\u5408\uff0c\u8fd9\u662f\u5728\u4ea4\u4e92\u7684\u5c42\u9762\uff0c\u5728\u77e5\u8bc6\u878d\u5408\u8fd9\u4e2a\u5c42\u9762\uff0c\u5176\u5b9e\u4e5f\u9700\u8981\u4e24\u4e2a\u6a21\u6001\u6a21\u578b\u7684\u878d\u5408\uff0c\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u6709\u5927\u91cf\u7528\u81ea\u7136\u8bed\u8a00\u5199\u4e0b\u6765\u7684\u77e5\u8bc6\uff0c\u6bd4\u5982\u53d1\u73b0\u4e86\u4e00\u4e2a\u9776\u70b9\uff0c\u4e5f\u5c31\u662f\u53d1\u73b0\u4e86\u4e00\u4e2a\u86cb\u767d\u8d28\u548c\u75be\u75c5\u7684\u5173\u8054\uff0c\u90a3\u4e48\u8fd9\u4e00\u90e8\u5206\u77e5\u8bc6\u5982\u4f55\u4e0e\u751f\u7269\u6a21\u6001\u7684\u77e5\u8bc6\u878d\u5408\u5728\u4e00\u8d77\uff0c\u4e5f\u662f\u4e00\u4e2a\u4e9f\u5f85\u6253\u901a\u7684\u95ee\u9898\u3002\u6240\u4ee5\u57fa\u4e8e\u8fd9\u6837\u7684\u8003\u8651\uff0c\u6211\u4eec\u51b3\u5b9a\u505a\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u5bf9\u8bdd\u5f0f\u836f\u7269\u7814\u53d1\u52a9\u624b\u3002<\/section>\n<p><em><strong>02\u3001<\/strong><\/em><strong>\u6784\u5efa\u751f\u7269\u533b\u836f\u9886\u57df\u7684\u57fa\u5ea7\u5927\u6a21\u578b<\/strong><\/p>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u6c34\u6728\u5206\u5b50\u56e2\u961f\u7814\u53d1\u4e86\u4e00\u4e2a\u53eb\u505a ChatDD-FM \u7684\u5927\u6a21\u578b\uff0c\u60a8\u80fd\u7ed9\u6211\u4eec\u4ecb\u7ecd\u4e00\u4e0b\u8fd9\u4e2a\u6a21\u578b\u5417\uff1f<\/section>\n<section><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u6211\u4eec\u5e0c\u671b ChatDD-FM \u6210\u4e3a\u8fd9\u4e2a\u884c\u4e1a\u7684\u57fa\u5ea7\u6a21\u578b\u3002\u8981\u6210\u4e3a\u57fa\u5ea7\u6a21\u578b\uff0c\u5b83\u9996\u5148\u5c31\u5f97\u80fd\u591f\u8868\u793a\u8fd9\u4e2a\u884c\u4e1a\u91cc\u9762\u7528\u5230\u7684\u6240\u6709\u6570\u636e\uff0c\u5f53\u7136\u4e5f\u80fd\u591f\u53bb\u5b8c\u6210\u8fd9\u4e2a\u884c\u4e1a\u91cc\u7684\u4efb\u52a1\uff0c\u540c\u65f6\u8fd8\u8981\u80fd\u591f\u4e0e\u751f\u7269\u533b\u836f\u884c\u4e1a\u91cc\u9762\u7684\u4e13\u5bb6\u53bb\u8fdb\u884c\u5bf9\u8bdd\uff0c\u80fd\u591f\u8c03\u7528\u8fd9\u4e2a\u884c\u4e1a\u91cc\u9762\u6240\u6709\u7684\u5de5\u5177\u53bb\u89e3\u51b3\u4e13\u5bb6\u4eec\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u6240\u4ee5\u5728\u8fd9\u91cc\u9762\u5929\u7136\u5c31\u5b58\u5728\u4e24\u7c7b\u6a21\u6001\u6570\u636e\u7684\u8868\u793a\uff0c\u4e00\u7c7b\u662f\u6587\u672c\u6a21\u6001\uff0c\u8fd8\u6709\u4e00\u7c7b\u662f\u751f\u7269\u6a21\u6001\u3002\u90a3\u6587\u672c\u6a21\u6001\u9664\u4e86\u81ea\u7136\u8bed\u8a00\uff0c\u8fd8\u6709\u7ed3\u6784\u5316\u7684\u77e5\u8bc6\uff08\u6bd4\u5982<mark data-type=\"concepts\" data-id=\"6d74712b-ff57-46af-bd46-cd8e9fc29d20\">\u77e5\u8bc6\u5e93<\/mark>\uff09\u548c\u975e\u7ed3\u6784\u5316\u7684\u8868\u793a\u3002\u751f\u7269\u6a21\u6001\u91cc\u9762\u5219\u6709\u86cb\u767d\u8d28\u5206\u5b50\u3001\u6c28\u57fa\u9178\u5e8f\u5217\u3001\u5355\u7ec6\u80de\u3001\u6d3b\u6027\u5c0f\u5206\u5b50\uff0c\u7b49\u7b49\u3002\u8fd9\u91cc\u9762\u7684\u6bcf\u4e00\u79cd\u751f\u7269\u6570\u636e\uff0c\u6211\u4eec\u90fd\u4f1a\u53bb\u6253\u9020\u4e00\u4e2a\u7f16\u7801\u5668\uff0c\u6bd4\u5982\u6211\u4eec\u4f1a\u6709\u4e00\u4e2a\u86cb\u767d\u8d28\u7684\u7f16\u7801\u5668\uff0c\u4e5f\u53ef\u4ee5\u53eb\u505a\u86cb\u767d\u8d28\u8bed\u8a00\u5927\u6a21\u578b\uff0c\u4e5f\u6709\u5c0f\u5206\u5b50\u7684\u5927\u6a21\u578b\uff0c\u5355\u7ec6\u80de\u7684\u5927\u6a21\u578b\u2026\u2026\u5bf9\u4e8e\u8fd9\u6bcf\u4e00\u4e2a\u5927\u6a21\u578b\uff0c\u6211\u4eec\u4e5f\u5e0c\u671b\u4e13\u5bb6\u80fd\u591f\u7528\u81ea\u7136\u8bed\u8a00\u53bb\u7406\u89e3\u3001\u53bb\u6c9f\u901a\uff0c\u56e0\u4e3a\u4e13\u5bb6\u770b\u5230\u4e00\u4e2a\u86cb\u767d\u8d28\uff0c\u6216\u8005\u770b\u5230\u4e00\u4e2a\u5c0f\u5206\u5b50\uff0c\u5bf9\u4e8e\u8fd9\u4e2a\u7ed3\u6784\u672c\u8eab\uff0c\u5bf9\u4e8e\u5b83\u7684\u751f\u7269\u5b66\u529f\u80fd\uff0c\u6bd4\u5982\u8fd9\u4e2a\u5c0f\u5206\u5b50\u57fa\u56e2\u653e\u5728\u8fd9\u91cc\u53ef\u80fd\u4f1a\u5e26\u6765\u4ec0\u4e48\u6837\u7684\u529f\u80fd\u7b49\u7b49\uff0c\u8fd9\u6837\u4e00\u4e9b\u751f\u7269\u6a21\u6001\u8bed\u4e49\u7684\u4fe1\u606f\uff0c\u5176\u5b9e\u4e13\u5bb6\u662f\u5e0c\u671b\u80fd\u591f\u53bb\u4e0e\u7cfb\u7edf\u4ea4\u4e92\u7684\u3002<\/section>\n<section><\/section>\n<section>\u6240\u4ee5\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u591a\u6a21\u6001\u7684\u751f\u7269\u533b\u836f\u5927\u6a21\u578b\uff0c\u80fd\u591f\u5728\u81ea\u7136\u8bed\u8a00\u548c\u751f\u7269\u8bed\u8a00\u4e4b\u95f4\u8fdb\u884c\u7ffb\u8bd1\uff0c\u4e13\u5bb6\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u53bb\u63d0\u95ee\uff0c\u4ed6\u751a\u81f3\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u53bb\u8bf4\uff0c\u300c\u5e2e\u6211\u518d\u4f18\u5316\u4e00\u4e0b\u8fd9\u4e2a\u5206\u5b50\uff0c\u51cf\u5c11\u4e00\u4e0b\u6bd2\u6027\u300d\uff0c\u7136\u540e\u6a21\u578b\u53cd\u9988\u4e00\u4e9b\u4e0d\u540c\u7684\u5efa\u8bae\u3002<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u6bd4\u5982\u8bf4\u6211\u53ef\u4ee5\u76f4\u63a5\u8f93\u5165\u4e00\u53e5\u8bdd\uff0c\u300c\u7ed9\u6211\u8bbe\u8ba1\u4e00\u4e2a\u611f\u5192\u836f\u300d\uff0c\u7136\u540e\u5b83\u5c31\u8f93\u51fa\u4e00\u4e2a\u611f\u5192\u836f\uff1f<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u5bf9\uff0c\u7406\u8bba\u4e0a\u662f\u53ef\u4ee5\u7684\uff0c\u4f46\u4ece\u5b9e\u8df5\u89d2\u5ea6\u8bb2\uff0c\u57fa\u4e8e\u73b0\u5728\u8fd9\u4e2a\u5927\u6a21\u578b\u7684\u80fd\u529b\uff0c\u8fd9\u6837\u505a\u53ef\u80fd\u4e0d\u662f\u6700\u4f18\u7684\uff0c\u73b0\u5728\u6700\u4f18\u7684\u65b9\u6cd5\u53ef\u80fd\u662f\u7ed9\u5b83\u4e00\u4e2a\u5c0f\u5206\u5b50\u6216\u8005\u4e00\u4e2a\u9aa8\u67b6\uff0c\u4e13\u5bb6\u7528\u81ea\u7136\u8bed\u8a00\u8bf4\u300c\u5982\u679c\u66f4\u6362\u8fd9\u4e2a\u9aa8\u67b6\uff0c\u6216\u8005\u63d0\u5347\u67d0\u4e00\u4e2a\u6027\u80fd\uff0c\u9700\u8981\u505a\u4ec0\u4e48\uff0c\u7ed9\u6211\u4e00\u4e9b\u5efa\u8bae\u300d\u3002\u751a\u81f3\u6700\u597d\u4e5f\u4e0d\u662f\u4ece\u5934\u751f\u6210\u4e00\u4e2a\u5206\u5b50\uff0c\u56e0\u4e3a\u4ece\u5934\u751f\u6210\u5206\u5b50\u6d89\u53ca\u5230\u5f88\u591a\u590d\u6742\u7684\u8fc7\u7a0b\u548c\u53cd\u5e94\uff0c\u6211\u4eec\u9700\u8981\u4e86\u89e3\u5176\u4e2d\u7684\u5177\u4f53\u7ec6\u8282\uff0c\u6bd4\u5982\u8fd9\u4e2a\u5206\u5b50\u5b83\u662f\u600e\u4e48\u5408\u6210\u7684\u7b49\u7b49\u3002\u56e0\u6b64\uff0c\u53ef\u80fd\u6700\u597d\u8fd8\u662f\u901a\u8fc7\u865a\u62df\u7b5b\u9009\u7684\u65b9\u6cd5\uff0c\u6216\u8005\u8bf4\u5728\u751f\u6210\u4e00\u4e2a\u5206\u5b50\u7684\u65f6\u5019\uff0c\u7136\u540e\u627e\u5230\u4e00\u4e2a\u8ddf\u8fd9\u4e2a\u5206\u5b50\u76f8\u4f3c\u7684\u7684\u53ef\u5408\u6210\u7684\u836f\u7269\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u518d\u63a5\u7740\u4f18\u5316\u3002\u5f53\u7136\uff0c\u5728\u5b9e\u8df5\u4e2d\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u4e00\u5b9a\u662f\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u53bb\u8ddf\u5927\u6a21\u578b\u6c9f\u901a\u7684\uff0c\u8ba9\u5927\u6a21\u578b\u53ef\u4ee5\u671d\u8bed\u4e49\u65b9\u5411\u53bb\u4f18\u5316\u3002<\/section>\n<p><em><strong>03\u3001<\/strong><\/em><strong>\u591a\u5c3a\u5ea6\u5efa\u6a21\u53ca\u878d\u5408\uff1a<\/strong><strong>\u7edf\u4e00\u5230\u539f\u5b50<\/strong><\/p>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u5728\u751f\u7269\u6a21\u6001\u91cc\u65e2\u6709\u7ec6\u80de\uff0c\u53c8\u6709\u86cb\u767d\u8d28\u3001\u7ec4\u7ec7\u7b49\u7b49\uff0c\u5982\u4f55\u5728\u4e00\u4e2a\u6a21\u578b\u91cc\u9762\u628a\u8fd9\u4e9b\u4e0d\u540c\u5c3a\u5ea6\u3001\u4e0d\u540c\u6a21\u6001\u7684\u6570\u636e\u90fd\u7edf\u4e00\u5230\u4e00\u8d77\uff0c\u5e76\u4e14\u53bb\u8868\u8fbe\u5b83\u4eec\u4e4b\u95f4\u7684\u8fd9\u4e9b\u590d\u6742\u5173\u7cfb\u5462\uff1f<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u8fd9\u4e2a\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u95ee\u9898\u3002\u4eba\u4f53\u6709\u5f88\u591a\u7ec4\u7ec7\uff0c\u6bcf\u4e2a\u7ec4\u7ec7\u90fd\u6709\u4e0d\u540c\u7684\u529f\u80fd\uff0c\u5728\u809d\u810f\u5c31\u662f\u6392\u6bd2\u7684\uff0c\u5728\u773c\u7403\u5c31\u662f\u770b\u4e1c\u897f\u7684\uff0c\u56e0\u6b64\u5b58\u5728\u5f88\u5f3a\u7684\u8bed\u4e49\uff08Semantic meaning\uff09\u3002\u540c\u65f6\uff0c\u773c\u7403\u672c\u8eab\u53c8\u5177\u6709\u7a7a\u95f4\u7ed3\u6784\uff0c\u5b83\u91cc\u9762\u6709\u5f88\u591a\u7ec6\u80de\uff0c\u7ec6\u80de\u4e4b\u95f4\u8981\u4ea7\u751f\u76f8\u4e92\u4f5c\u7528\uff0c\u5728\u6bcf\u4e2a\u7ec6\u80de\u91cc\u9762\u53c8\u6709\u86cb\u767d\u8d28\uff0c\u86cb\u767d\u8d28\u548c\u836f\u7269\u5982\u679c\u8981\u76f8\u4e92\u4f5c\u7528\uff0c\u53ef\u80fd\u8981\u4e0e\u5c0f\u5206\u5b50\u7ed3\u5408\uff0c\u90a3\u4e48\u5316\u5b66\u5c0f\u5206\u5b50\u91cc\u7684\u539f\u5b50\u53bb\u4ea7\u751f\u4f5c\u7528\uff0c\u4e0e\u86cb\u767d\u91cc\u7684\u6c28\u57fa\u9178\u7ed3\u5408\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u4e0d\u540c\u7684\u5c3a\u5ea6\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u7684\u81ea\u7136\u8bed\u8a00\u4e5f\u662f\u4e00\u6837\uff0c\u6211\u4eec\u53ef\u80fd\u6709\u56fe\u4e66\u9986\uff0c\u53ef\u80fd\u662f\u5206\u7c7b\u522b\u7684\u56fe\u4e66\u9986\uff0c\u6709\u4e0d\u540c\u529f\u80fd\u7684\u56fe\u4e66\u9986\uff0c\u56fe\u4e66\u9986\u91cc\u9762\u53c8\u6709\u4e00\u672c\u672c\u7684\u4e66\uff0c\u4e66\u91cc\u9762\u53c8\u6709\u7ae0\u8282\uff08Section\uff09\uff0c\u91cc\u9762\u53c8\u6709\u6bb5\u843d\uff08Paragraph\uff09\uff0c\u6700\u540e\u5230\u8bcd\uff0c\u5bf9\u5427\uff1f\u6240\u4ee5\u6211\u4eec\u89c9\u5f97\u4eba\u4f53\u3001\u751f\u7269\u8bed\u8a00\uff0c\u53ef\u80fd\u8ddf\u81ea\u7136\u8bed\u8a00\u7c7b\u4f3c\uff0c\u8fd9\u91cc\u9762\u4e5f\u53ef\u4ee5\u627e\u5230\u4e00\u4e2a\u6700\u57fa\u672c\u7684 Token\uff0c\u90a3\u5c31\u662f\u539f\u5b50\u3002\u6240\u4ee5\uff0c<strong>\u6211\u4eec\u8ba4\u4e3a\u57fa\u4e8e\u539f\u5b50\u6709\u53ef\u80fd\u6253\u9020\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u751f\u7269\u6a21\u6001\u7684\u57fa\u7840\u6a21\u578b\uff0c\u80fd\u591f\u8868\u8fbe\u5305\u542b\u5c0f\u5206\u5b50\u548c\u86cb\u767d\u7b49\u4e0d\u540c\u5c3a\u5ea6\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u5e76\u4e14\u672a\u6765\u53ef\u80fd\u6709\u66f4\u591a\u7684\u751f\u7269\u8bed\u4e49\u53d1\u5c55\u8d77\u6765<\/strong>\uff0c\u6240\u4ee5\u6211\u4eec\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u89e3\u51b3\u591a\u5c3a\u5ea6\u5efa\u6a21\u95ee\u9898\u7684\u91cd\u8981\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u6700\u8fd1\u6211\u4eec\u6709\u5408\u4f5c\u63d0\u51fa\u4e00\u4e2a\u5de5\u4f5c\uff0c\u8d77\u4e86\u4e2a\u540d\u5b57\u53eb ESM All-Atom\uff08ESM-AA\uff09\u3002\u8fd9\u4e2a\u6a21\u578b\u901a\u8fc7\u5c06\u86cb\u767d\u8d28\u7684\u4e00\u90e8\u5206\u6c28\u57fa\u9178\u5c55\u5f00\uff08Unzip\uff09\uff0c\u628a\u5b83\u6574\u5408\u6210\u5bf9\u5e94\u7684\u539f\u5b50\uff0c\u901a\u8fc7\u6df7\u5408\u86cb\u767d\u6570\u636e\u4e0e\u5206\u5b50\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u8fd9\u6837\u6a21\u578b\u5c31\u540c\u65f6\u5177\u5907\u4e86\u5904\u7406\u4e0d\u540c\u5c3a\u5ea6\u751f\u7269\u7ed3\u6784\u7684\u80fd\u529b\u3002\u8bad\u7ec3\u7684\u65f6\u5019\uff0c\u4e0d\u5149\u6709\u86cb\u767d\u8d28\uff0c\u6211\u4eec\u8fd8\u628a\u5206\u5b50\u3001\u5c0f\u5206\u5b50\u6570\u636e\u4e5f\u653e\u5728\u6a21\u578b\u91cc\u9762\u3002\u4e3a\u4e86\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u5b66\u4e60\u548c\u4f18\u5316\u539f\u5b50\u5c3a\u5ea6\u7684\u4fe1\u606f\uff0c\u6211\u4eec\u8fd8\u5229\u7528\u539f\u5b50\u5c3a\u5ea6\u7684\u5206\u5b50\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u3002\u901a\u8fc7\u5f15\u5165\u591a\u5c3a\u5ea6\u4f4d\u7f6e\u7f16\u7801\u7684\u673a\u5236\uff0c\u6a21\u578b\u53ef\u4ee5\u5f88\u597d\u5730\u5bf9\u4e0d\u540c\u5c3a\u5ea6\u7684\u4fe1\u606f\u8fdb\u884c\u533a\u5206\uff0c\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u7cbe\u51c6\u7406\u89e3\u6b8b\u57fa\u5c42\u9762\u548c\u539f\u5b50\u5c42\u9762\u7684\u4f4d\u7f6e\u548c\u7ed3\u6784\u7684\u4fe1\u606f\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-0512717f12bef966003290490c21a85d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-0512717f12bef966003290490c21a85d.png\"><\/a><\/p>\n<section>ESM-AA \u6a21\u578b\u591a\u5c3a\u5ea6\u9884\u8bad\u7ec3\u8fc7\u7a0b\u6982\u89c8\u3002\u6838\u5fc3\u662f\u591a\u5c3a\u5ea6\u4f4d\u7f6e\u7f16\u7801\uff08Multi-scale PE\uff09\u6a21\u5757\uff0c\u5206\u522b\u5904\u7406\u86cb\u767d\u8d28\u548c\u5206\u5b50\u7684\u4e0d\u540c\u5c3a\u5ea6\u4fe1\u606f\u3002\u6a21\u578b\u7684\u8f93\u5165\u662f\u5355\u72ec\u7684\u86cb\u767d\u8d28\u6216\u5206\u5b50\uff0c\u800c\u4e0d\u662f\u86cb\u767d\u8d28-\u5206\u5b50\u5bf9\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5b66\u4e60\u66f4\u901a\u7528\u7684\u8868\u793a\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u86cb\u767d\u8d28-\u5206\u5b50\u76f8\u4e92\u4f5c\u7528\u4efb\u52a1\u3002\u6765\u6e90\uff1aZheng\u00a0<em>et al.<\/em>, arXiv:2403.12995, 2024<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u5728\u60a8\u770b\u6765\uff0c\u5982\u679c\u6211\u4eec\u8981\u628a\u6240\u6709\u7684\u751f\u7269\u6a21\u6001\u90fd\u7edf\u4e00\u5230\u4e00\u4e2a\u6846\u67b6\u4e0b\u9762\u6765\u8868\u793a\uff0c\u8fd8\u6709\u54ea\u4e9b\u96be\u70b9\u9700\u8981\u53bb\u514b\u670d\uff1f<\/section>\n<section><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u5982\u679c\u8981\u5b9e\u73b0\u4e00\u4e2a\u7edf\u4e00\u7684\u6846\u67b6\u6765\u8868\u793a\u751f\u7269\u6a21\u6001\u4fe1\u606f\uff0c\u9996\u5148\u8981\u6709\u5f88\u591a\u7684\u6570\u636e\uff0c\u628a\u4eba\u4f53\u7684\u7ec4\u7ec7\u3001\u7ec6\u80de\u3001\u86cb\u767d\u4ee5\u53ca\u5c0f\u5206\u5b50\u836f\u7269\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u901a\u8fc7\u9ad8\u901a\u91cf\u6d4b\u5e8f\u7b49\u6280\u672f\u8fdb\u884c\u6570\u5b57\u5316\uff0c\u8fd9\u6837\u5c31\u80fd\u4ea7\u751f\u5927\u91cf\u7684\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u672a\u6765\u6709\u4e86\u6570\u636e\u4e4b\u540e\uff0c\u600e\u4e48\u6253\u78e8\u4e00\u4e2a\u6a21\u578b\uff1f\u8fd9\u4e2a\u6a21\u578b\u80fd\u591f\u65e2\u8003\u8651\u5b8f\u89c2\u53c8\u8003\u8651\u7ec6\u8282\uff0c\u6211\u89c9\u5f97\u6709\u53ef\u80fd\u50cf\u89c6\u89c9\u8bc6\u522b\u91cc\u9762\u7684\u7269\u4f53\u68c0\u6d4b\uff08Object Detection\uff09\uff0c\u6bcf\u4e2a\u533a\u57df\u90fd\u6709\u8bed\u4e49\uff0c\u4f8b\u5982\u91cc\u9762\u6709\u4e00\u8f86\u8f66\u3001\u8f66\u4e0a\u6709\u8f6e\u5b50\u3001\u8f6e\u5b50\u8fd8\u6709\u5f88\u591a\u66f4\u7ec6\u7684 Object\uff0c\u5f53\u7136\u6700\u540e\u5b83\u4eec\u90fd\u7531\u6700\u57fa\u672c\u5355\u5143\u2014\u2014\u50cf\u7d20\uff08Pixel\uff09\u7ec4\u6210\u3002<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u6709\u5f88\u591a\u8de8\u5c3a\u5ea6\u7814\u7a76\u7684\u5de5\u4f5c\uff0c\u4e0e\u6211\u4eec\u6700\u8fd1\u7814\u7a76\u7684\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u5355\u7ec6\u80de\u8868\u793a\u5b66\u4e60\u5de5\u4f5c\u6709\u4e9b\u7c7b\u4f3c\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a9224d0d7b799acf20467f1243c8c2c3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a9224d0d7b799acf20467f1243c8c2c3.png\"><\/a><\/p>\n<section>\u56e2\u961f\u63d0\u51fa\u4e86\u5355\u7ec6\u80de\u4e0e\u6587\u672c\u8de8\u6a21\u6001\u5927\u6a21\u578b LangCell\uff0c\u5c06\u5355\u7ec6\u80de RNA\u6d4b\u5e8f\uff08scRNA-seq\uff09\u6570\u636e\u548c\u76f8\u5173\u7684\u5143\u6570\u636e\uff08\u5982\u7ec6\u80de\u7c7b\u578b\u3001\u53d1\u80b2\u9636\u6bb5\u548c\u75be\u75c5\u72b6\u6001\uff09\u6574\u5408\u5230\u4e00\u4e2a\u7edf\u4e00\u7684\u6846\u67b6\u4e2d\uff0c\u5b9e\u73b0\u5bf9\u5355\u7ec6\u80de\u6570\u636e\u7684\u5168\u9762\u7406\u89e3\u548c\u591a\u6a21\u6001\u8868\u793a\u3002\u6765\u6e90\uff1aS. Zhao <em>et al.<\/em>, LangCell: Language-Cell Pre-training for Cell Identity Understanding, ICML 2024<\/section>\n<section><\/section>\n<section>\u4f46\u662f\uff0c\u5728\u878d\u5408\u5355\u7ec6\u80de\u3001\u86cb\u767d\u8d28\u548c\u5c0f\u5206\u5b50\u8fd9\u4e9b\u8de8\u5c3a\u5ea6\u7684\u751f\u7269\u6570\u636e\u4e0a\uff0c\u5728\u7b97\u6cd5\u4e0a\u53c8\u9700\u8981\u6709\u5927\u91cf\u7684\u521b\u65b0\u3002\u4e0d\u540c\u5c3a\u5ea6\u4e4b\u95f4\u5b58\u5728\u590d\u6742\u7684\u76f8\u4e92\u5f71\u54cd\u548c\u4f9d\u8d56\u5173\u7cfb\uff0c\u5982\u4f55\u5728\u6a21\u578b\u4e2d\u51c6\u786e\u6355\u6349\u548c\u4fdd\u6301\u8fd9\u4e9b\u5173\u7cfb\u662f\u4e00\u4e2a\u91cd\u5927\u6311\u6218\u3002\u5bf9\u6b64\uff0c\u53ef\u4ee5\u8bbe\u8ba1\u8de8\u5c3a\u5ea6\u7684<mark data-type=\"tech_methods\" data-id=\"60bee267-89dc-4606-ba24-6b3f7d1f6189\">\u6ce8\u610f\u529b\u673a\u5236<\/mark>\uff0c\u786e\u4fdd\u4e0d\u540c\u5c3a\u5ea6\u7684\u4fe1\u606f\u80fd\u591f\u6709\u6548\u5730\u4e92\u76f8\u5f71\u54cd\u548c\u8865\u5145\uff0c\u5e2e\u52a9\u6a21\u578b\u6709\u6548\u6574\u5408\u4e0d\u540c\u5c3a\u5ea6\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u63d0\u5347\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u540c\u6a21\u6001\u7684\u6570\u636e\u5728\u7ed3\u6784\u3001\u5c3a\u5bf8\u548c\u7279\u5f81\u5206\u5e03\u4e0a\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff0c\u5982\u4f55\u6709\u6548\u6574\u5408\u8fd9\u4e9b\u5f02\u8d28\u6570\u636e\u662f\u53e6\u4e00\u4e2a\u5173\u952e\u6311\u6218\u3002\u672a\u6765\u6211\u4eec\u8ba1\u5212\u5c06\u66f4\u591a\u751f\u7269\u6a21\u6001\u7684\u6570\u636e\u90fd<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5230\u539f\u5b50\u8868\u793a\u7a7a\u95f4\uff0c\u5b9e\u73b0\u6570\u636e\u7684\u517c\u5bb9\u548c\u4e92\u64cd\u4f5c\uff0c\u786e\u4fdd\u4e0d\u540c\u5c3a\u5ea6\u548c\u6a21\u6001\u7684\u6570\u636e\u90fd\u5728\u4e00\u4e2a\u5171\u4eab\u7684\u8868\u793a\u7a7a\u95f4\u4e2d\u8fdb\u884c<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u548c\u4ea4\u4e92\uff0c\u5b9e\u73b0\u4fe1\u606f\u7684\u65e0\u7f1d\u878d\u5408\u3002<\/section>\n<section><\/section>\n<section>\u5728\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u7ed3\u5408<mark data-type=\"tech_methods\" data-id=\"e240bcd1-bf0d-4628-b794-f07f3bea7083\">\u591a\u4efb\u52a1\u5b66\u4e60<\/mark>\uff0c\u6bd4\u5982\u86cb\u767d\u8d28\u6298\u53e0\u3001Co-folding\u3001\u86cb\u767d\u8d28-\u5c0f\u5206\u5b50\u76f8\u4e92\u4f5c\u7528\u9884\u6d4b\u3001\u836f\u7269\u6bd2\u6027\u9884\u6d4b\u3001\u5206\u5b50\u7f16\u8f91\u7b49\u7b49\uff0c\u63d0\u5347\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\u5229\u7528\u5927\u89c4\u6a21\u7684\u751f\u7269\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u6355\u6349\u4e30\u5bcc\u7684\u751f\u7269\u77e5\u8bc6\u548c\u591a\u5c3a\u5ea6\u4fe1\u606f\uff0c\u4e3a\u4e0b\u6e38\u4efb\u52a1\u63d0\u4f9b\u4e00\u4e2a\u5f3a\u5927\u7684\u751f\u7269\u6570\u636e Foundation Model\u3002<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u90a3\u73b0\u5728\u6c34\u6728\u5206\u5b50\u5728\u6570\u636e\u8fd9\u65b9\u9762\u6709\u4ec0\u4e48\u6295\u5165\uff0c\u6216\u8005\u662f\u8bf4\u91cd\u70b9\u6295\u5165\u5728\u54ea\u91cc\uff1f<\/section>\n<section><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u6211\u4eec\u73b0\u5728\u5927\u91cf\u7684\u6570\u636e\u8fd8\u662f\u57fa\u4e8e\u516c\u5f00\u6570\u636e\uff0c\u5c31\u662f\u5df2\u7ecf\u505a\u4e86\u5b9e\u9a8c\u4e5f\u88ab\u516c\u5f00\u51fa\u6765\u7684\u6570\u636e\u3002\u9664\u4e86\u8fd9\u79cd\u5b9e\u9a8c\u6570\u636e\u4ee5\u5916\uff0c\u6211\u4eec\u8fd8\u6709\u5f88\u591a\u6587\u672c\u6570\u636e\uff0c\u5176\u4e2d\u53ef\u80fd\u6709\u51e0\u5343\u4e07\u7684\u8bba\u6587\u3001\u4e13\u5229\uff0c\u8fd8\u6709\u5f88\u591a\u7ed3\u6784\u5316\u7684<mark data-type=\"concepts\" data-id=\"6d74712b-ff57-46af-bd46-cd8e9fc29d20\">\u77e5\u8bc6\u5e93<\/mark>\u6570\u636e\uff0c\u90a3\u4e48\uff0c\u8fd9\u4e9b\u6570\u636e\u5982\u4f55\u53bb\u8ddf\u751f\u7269\u6a21\u6001\u7684\u6570\u636e\u5bf9\u9f50\uff0c\u8fd9\u90e8\u5206\u7684\u5de5\u4f5c\u5f88\u6709\u6311\u6218\uff0c\u4e5f\u662f\u6211\u4eec\u6570\u636e\u5de5\u4f5c\u7684\u91cd\u70b9\u3002<\/section>\n<section><\/section>\n<section>\u5047\u8bbe\u4f60\u8981\u53bb\u627e\u5230\u4e00\u4e2a\u5c0f\u5206\u5b50\u8ddf\u6587\u672c\u7684\u5bf9\u9f50\u7684 Pair\uff0c\u90a3\u8fd9\u4e2a\u6587\u672c\u4e0d\u4ec5\u8981\u80fd\u63cf\u8ff0\u8fd9\u4e2a\u5c0f\u5206\u5b50\uff0c\u8fd8\u5e94\u8be5\u65b9\u65b9\u9762\u9762\u90fd\u8bb2\u5230\uff0c\u4ece\u4e0d\u540c\u7684\u89d2\u5ea6\u53bb\u63cf\u8ff0\uff0c\u6211\u4eec\u53eb\u505a\u591a\u89c6\u89d2\uff08Multiview representation\uff09\uff0c\u6bd4\u5982\u5173\u4e8e\u5c0f\u5206\u5b50\u7684\u63cf\u8ff0\uff0c\u53ef\u4ee5\u662f\u5173\u4e8e\u5c0f\u5206\u5b50\u7684\u57fa\u56e2\uff0c\u6bcf\u4e2a\u57fa\u56e2\u8d77\u4ec0\u4e48\u4f5c\u7528\uff0c\u4e5f\u53ef\u4ee5\u662f\u5c0f\u5206\u5b50\u5728\u5b8f\u89c2\u4e0a\u7684\u6027\u8d28\uff0c\u8fd8\u53ef\u80fd\u662f\u8fd9\u4e2a\u5c0f\u5206\u5b50\u5728\u67d0\u4e9b\u7ed3\u6784\u4e0a\u67d0\u4e9b\u529f\u80fd\u7684\u63cf\u8ff0\uff0c\u8fd9\u6837\u624d\u6709\u5229\u4e8e\u5927\u6a21\u578b\u5b66\u4e60\u3002\u4e0d\u5149\u662f\u5728\u6570\u636e\u5904\u7406\u4e0a\uff0c\u5728\u6a21\u578b\u7684\u7814\u53d1\u4e0a\u6700\u597d\u90fd\u80fd\u8003\u8651\u5230\u8fd9\u4e9b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-43886d07f372e64d6ba51ef657bad539.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-43886d07f372e64d6ba51ef657bad539.png\"><\/a><\/p>\n<p>\u56e2\u961f\u63d0\u51fa\u7684\u5206\u5b50\u8868\u793a\u5b66\u4e60\u6a21\u578b MV-Mol\uff0c\u5c06\u5316\u5b66\u7ed3\u6784\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u751f\u7269\u533b\u5b66\u6587\u672c\u4e2d\u7684\u975e\u7ed3\u6784\u5316\u77e5\u8bc6\u4ee5\u53ca<mark data-type=\"tech_methods\" data-id=\"6e896233-3f15-47a4-9b2e-479d7cc5478b\">\u77e5\u8bc6\u56fe\u8c31<\/mark>\u4e2d\u7684\u7ed3\u6784\u5316\u77e5\u8bc6\u878d\u5408\u5230\u4e00\u8d77\uff0c\u5229\u7528\u6587\u672c\u63d0\u793a\u6765\u6a21\u62df\u89c6\u56fe\u4fe1\u606f\uff0c\u5e76\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u878d\u5408\u67b6\u6784\u6765\u63d0\u53d6\u57fa\u4e8e\u89c6\u56fe\u7684\u5206\u5b50\u8868\u793a\uff0c\u5b9e\u73b0\u4e86\u5bf9\u5206\u5b50\u7279\u6027\u7684\u66f4\u51c6\u786e\u9884\u6d4b\u4ee5\u53ca\u5728\u5206\u5b50\u7ed3\u6784\u548c\u6587\u672c\u7684\u591a\u6a21\u6001\u7406\u89e3\u65b9\u9762\u7684\u6027\u80fd\u63d0\u5347\u3002\u6765\u6e90\uff1aY. Luo <em>et la.<\/em>, Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge, KDD 2024<\/p>\n<section>\u6211\u4eec\u8981\u505a\u8fd9\u4e2a\u884c\u4e1a\u7684\u52a9\u624b\uff0c\u5c31\u5f97\u628a\u77e5\u8bc6\u641e\u51c6\u786e\uff0c\u6211\u521a\u624d\u8bb2\u7684\u662f\u7528\u6765\u8bad\u7ec3\u6a21\u578b\u7684\u6570\u636e\uff0c\u8fd8\u6709\u4e00\u90e8\u5206\u6570\u636e\u662f\u5728\u7528\u6237\u5728\u63d0\u95ee\u7684\u65f6\u5019\uff0c\u6211\u4eec\u4e5f\u8981\u628a\u6700\u51c6\u786e\u7684\u77e5\u8bc6\u56de\u7b54\u7ed9\u7528\u6237\uff0c\u4e3a\u4e86\u5177\u5907\u8fd9\u6837\u7684\u80fd\u529b\uff0c\u90a3\u5bf9\u4e8e\u8fd9\u90e8\u5206\u80fd\u529b\uff0c\u6211\u4eec\u6b63\u5728\u5efa\u4e00\u4e2a\u6c34\u6728\u5206\u5b50\u7684<mark data-type=\"concepts\" data-id=\"6d74712b-ff57-46af-bd46-cd8e9fc29d20\">\u77e5\u8bc6\u5e93<\/mark>\u3002<\/section>\n<section><\/section>\n<section>\u6211\u5728\u5fae\u8f6f\u505a\u4e86\u5f88\u591a\u5b9e\u4f53\u6316\u6398\u3001\u5b9e\u4f53\u641c\u7d22\u7684\u5de5\u4f5c\uff0c\u5176\u5b9e\u5728\u5f88\u65e9\u4ee5\u524d\u6211\u505a\u8fc7\u4e00\u4e2a\u53eb\u505a\u300c\u4eba\u7acb\u65b9\u300d\u7684\u9879\u76ee\uff0c\u628a\u5404\u4e2a\u4eba\u7684\u5404\u4e2a\u4fe1\u606f\uff0c\u4e0d\u7ba1\u662f\u7ed3\u6784\u5316\u7684\u3001\u975e\u7ed3\u6784\u5316\u7684\u90fd\u96c6\u5408\u8d77\u6765\uff0c\u7136\u540e\u7528\u4e00\u4e2a\u641c\u7d22\uff0c\u4e00\u641c\u5c31\u80fd\u591f\u641c\u5230\u5173\u4e8e\u8fd9\u4e2a\u4eba\u7684\u5404\u79cd\u5404\u6837\u7684\u4fe1\u606f\uff0c\u90a3\u4e2a\u5de5\u4f5c\u5728<mark data-type=\"tech_methods\" data-id=\"6e896233-3f15-47a4-9b2e-479d7cc5478b\">\u77e5\u8bc6\u56fe\u8c31<\/mark>\u90a3\u4e2a\u5e74\u4ee3\u8fd8\u662f\u6bd4\u8f83\u6709\u5f15\u9886\u4f5c\u7528\u7684\uff0c\u5bf9\u4e8e\u6211\u4eec\u6b63\u5728\u6784\u5efa\u7684\u6c34\u6728\u5206\u5b50<mark data-type=\"concepts\" data-id=\"6d74712b-ff57-46af-bd46-cd8e9fc29d20\">\u77e5\u8bc6\u5e93<\/mark>\uff0c\u4e5f\u6709\u5f88\u591a\u7684\u501f\u9274\u610f\u4e49\u3002\u6211\u4eec\u6b63\u5728\u505a\u4e00\u4e2a\u53eb EntityChat \u7684\u6280\u672f\uff0c\u5e0c\u671b\u5bf9\u4e00\u4e2a\u5b9e\u4f53\u7684\u95ee\u9898\uff0c\u53ef\u4ee5\u5229\u7528\u5b83\u7684\u7ed3\u6784\u5316\u77e5\u8bc6\u3001\u975e\u7ed3\u6784\u5316\u7684\u77e5\u8bc6\u548c\u751f\u7269\u6a21\u6001\u7684\u77e5\u8bc6\u53bb\u56de\u7b54\u3002<\/section>\n<p><em><strong>04\u3001<\/strong><\/em><strong>\u836f\u7269\u7814\u53d1\u52a9\u624b ChatDD\uff1a<\/strong><\/p>\n<p><strong>\u4ea7\u54c1\u3001\u670d\u52a1\u53ca\u5546\u4e1a\u6a21\u5f0f<\/strong><\/p>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u6c34\u6728\u5206\u5b50\u73b0\u5728\u662f\u5df2\u7ecf\u63a8\u51fa\u4e86\u4ea7\u54c1\u7ea7\u7684\u5e94\u7528 ChatDD\uff0c\u60a8\u80fd\u591f\u7ed3\u5408\u5177\u4f53\u7684\u4f7f\u7528\u573a\u666f\u7ed9\u6211\u4eec\u4ecb\u7ecd\u4e00\u4e0b\u5417\uff1f<\/section>\n<section><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u6211\u4eec\u5e0c\u671b ChatDD \u6210\u4e3a\u8fd9\u4e2a\u884c\u4e1a\u7684\u52a9\u624b\uff0c\u6240\u4ee5\u5e0c\u671b\u5b83\u80fd\u591f\u89e3\u51b3\u836f\u7269\u7814\u53d1\u5404\u4e2a\u73af\u8282\u4e2d\u7684\u95ee\u9898\u3002\u6211\u4eec\u73b0\u5728\u4e3b\u8981\u96c6\u4e2d\u5728\u4e09\u5927\u7c7b\u573a\u666f\uff1a\u7acb\u9879\u3001\u4e34\u5e8a\u524d\u836f\u7269\u7814\u53d1\uff0c\u4ee5\u53ca\u4e34\u5e8a\u8bd5\u9a8c\u3002\u5728\u6bcf\u4e2a\u9886\u57df\u6211\u4eec\u90fd\u5e0c\u671b\u627e\u4e00\u4e2a\u706f\u5854\u5ba2\u6237\u53bb\u5408\u4f5c\uff0c\u770b\u4e00\u770b\u4ed6\u4eec\u7684\u771f\u5b9e\u9700\u6c42\u662f\u4ec0\u4e48\uff0c\u6211\u4eec\u6a21\u578b\u548c\u6570\u636e\u7684\u80fd\u529b\u8981\u600e\u4e48\u624d\u80fd\u591f\u53bb\u89e3\u51b3\u4ed6\u4eec\u6700\u6838\u5fc3\u7684\u75db\u70b9\uff0c\u6240\u4ee5\u6bcf\u4e2a\u573a\u666f\u90fd\u4e0d\u5927\u5bb9\u6613\u3002\u4ee5\u7acb\u9879\u4e3a\u4f8b\uff0c\u6211\u4eec\u4e5f\u5728\u4e0e\u4e00\u4e2a\u6bd4\u8f83\u5934\u90e8\u7684\u516c\u53f8\u5728\u5408\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u836f\u5382\u8981\u5f00\u5c55\u4e00\u4e2a\u9879\u76ee\uff0c\u9996\u5148\u9700\u8981\u627e\u5230\u8db3\u591f\u7684\u8bc1\u636e\u63d0\u4ea4\u7ed9\u8fd9\u4e2a\u516c\u53f8\u7684\u7acb\u9879\u59d4\u5458\u4f1a\uff0c\u5047\u8bbe\u6bcf\u4e2a\u516c\u53f8\u90fd\u6709\u4e00\u4e2a\u7acb\u9879\u59d4\u5458\u4f1a\uff0c\u5b83\u80af\u5b9a\u8981\u53bb\u505a\u4e00\u4e2a<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u65b9\u6848\uff0c\u63d0\u4f9b\u8db3\u591f\u7684\u6750\u6599\u8bc1\u660e\u8fd9\u662f\u4e00\u4e2a\u597d\u9879\u76ee\uff0c\u80fd\u4e3a\u516c\u53f8\u5e26\u6765\u5de8\u5927\u7684\u524d\u666f\uff0c\u6216\u8005\u8bf4\u98ce\u9669\u6709\u9650\uff0c\u6216\u8005\u6211\u4eec\u5fc5\u987b\u53bb\u505a\u7b49\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u7136\uff0c\u836f\u7269\u7814\u53d1\u7684\u9879\u76ee\u6709\u591a\u79cd\uff0c\u53ef\u80fd\u662f\u521b\u65b0\u836f\u9879\u76ee\uff0c\u4e5f\u53eb First-in-class\uff0c\u4e5f\u53ef\u80fd\u662f Best-in-class\uff0c\u5c31\u662f\u8fd9\u4e2a\u836f\u4eba\u5bb6\u5df2\u7ecf\u6709\u4e86\uff0c\u90a3\u6211\u4eec\u505a\u5f97\u66f4\u597d\uff1b\u8fd8\u6709\u4e00\u4e2a\u5c31\u662f\u4eff\u5236\u836f\uff0c\u522b\u4eba\u4e13\u5229\u8fc7\u671f\u4e86\uff0c\u6211\u4eec\u628a\u5b83\u7ed9\u505a\u51fa\u6765\uff0c\u53ea\u8981\u80fd\u8d5a\u94b1\u4e5f\u53ef\u4ee5\u3002\u4e0d\u540c\u7684\u7acb\u9879\uff0c\u7528\u5230\u7684\u6570\u636e\u548c\u6a21\u578b\u7684\u80fd\u529b\u53ef\u80fd\u4e5f\u4e0d\u5927\u4e00\u6837\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u4e0d\u7ba1\u4f60\u505a\u521b\u65b0\u836f\u8fd8\u662f\u505a Best-in-class \u6216\u662f\u4eff\u5236\u836f\uff0c\u90fd\u8981\u53bb\u8003\u8651\u5e02\u573a\u548c\u884c\u4e1a\u7ade\u4e89\u5bf9\u624b\u3002\u5176\u4ed6\u7684\u836f\u53d1\u5c55\u600e\u4e48\u6837\uff0c\u8fd9\u4e2a\u75be\u75c5\u7684\u4eba\u7fa4\u600e\u4e48\u6837\uff0c\u8fd9\u79cd\u836f\u73b0\u5728\u6709\u6ca1\u6709\u4e13\u5229\uff0c\u4e13\u5229\u662f\u4e0d\u662f\u8981\u5230\u671f\uff0c\u8fd9\u6837\u6d77\u91cf\u4fe1\u606f\u7684\u878d\u5408\u3001\u67e5\u627e\u4ee5\u53ca\u9884\u6d4b\uff0c\u5982\u679c\u8ba9\u4eba\u53bb\u505a\uff0c\u662f\u975e\u5e38 Time consuming \u7684\uff0c\u90a3\u7528\u5927\u6a21\u578b\u5c31\u80fd\u591f\u5f88\u597d\u5730\u89e3\u51b3\u8fd9\u4e00\u90e8\u5206\u7684\u5de5\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u7136\u540e\u8fd8\u8981\u4e0e\u4e13\u5bb6\u5bc6\u5207\u6c9f\u901a\uff0c\u4e13\u5bb6\u8fd8\u5f97\u8981\u7528\u63d0\u793a\u8bcd\uff08Prompt\uff09\uff0c\u4e0d\u65ad\u5730\u53bb\u5229\u7528\u7ecf\u9a8c\u548c\u76f4\u89c9\uff0c\u4e0e\u5927\u6a21\u578b\u4e92\u52a8\uff0c\u6700\u7ec8\u8fd8\u662f\u5f97\u8ba9\u4e13\u5bb6\u505a\u51fa\u5224\u65ad\u3002\u5927\u6a21\u578b\u5219\u662f\u80fd\u591f\u7ed9\u4e13\u5bb6\u63d0\u4f9b\u8db3\u591f\u7684\u8bc1\u636e\u6216\u8005\u5efa\u8bae\uff0c\u8bf4\u53d1\u73b0\u4e86\u8fd9\u4e2a\u901a\u8def\uff0c\u6216\u8005\u53d1\u73b0\u4e86\u8fd9\u4e2a\u4e1c\u897f\u53ef\u80fd\u662f\u4e2a\u901a\u8def\uff0c\u6216\u8005\u8bf4\u524d\u4eba\u5df2\u7ecf\u5728\u8fd9\u4e2a\u65b9\u9762\u63d0\u51fa\u8fc7\u8fd9\u4e48\u4e00\u4e2a\u89c2\u70b9\uff0c\u6b63\u597d\u80fd\u878d\u5408\u4e0a\u2026\u2026\u901a\u8fc7 ChatDD \u8fd9\u79cd\u4e0d\u65ad\u7684\u4ea4\u4e92\uff0c\u6211\u4eec\u5e0c\u671b\u8ba9\u8fd9\u4e2a\u9879\u76ee\u7684\u5e26\u5934\u4eba\uff0c\u4ed6\u548c\u4ed6\u7684\u56e2\u961f\u6700\u540e\u80fd\u591f\u627e\u5230\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u5e02\u573a\u7a7a\u95f4\uff0c\u53bb\u52a9\u529b\u4ed6\u7ed9\u516c\u53f8\u63d0\u4f9b\u7acb\u9879\u8bc1\u660e\u3002<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>ChatDD \u5df2\u7ecf\u80fd\u591f\u5728\u7acb\u9879\u8fd9\u4e2a\u73af\u8282\u8d77\u5230\u975e\u5e38\u5927\u7684\u5e2e\u52a9\u4e86\uff1f<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u5bf9\uff0c\u6211\u4eec\u7684\u5ba2\u6237\u53cd\u5e94\u8fd8\u662f\u975e\u5e38\u597d\u7684\u3002<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"institutions\" 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ChatDD \u5e2e\u5ba2\u6237\u7acb\u9879\uff0c\u6216\u8005\u53bb\u505a\u4e34\u5e8a\u524d\u7684<mark data-type=\"tech_tasks\" data-id=\"f0592cde-aa36-49b1-b02a-8ceb6e5c1da0\">\u836f\u7269\u53d1\u73b0<\/mark>\uff0c\u6216\u8005\u505a\u4e34\u5e8a\uff0c\u8fd9\u4e2a\u6a21\u5f0f\u5bf9\u6211\u4eec\u6253\u9020\u4ea7\u54c1\u4e5f\u5f88\u6709\u597d\u5904\uff0c\u80fd\u591f\u63d0\u5347\u6211\u4eec\u6a21\u578b\u7684\u80fd\u529b\uff0c\u540c\u65f6\u7aef\u5230\u7aef\u5730\u89e3\u51b3\u5ba2\u6237\u95ee\u9898\u3002\u505a\u5230\u4e00\u5b9a\u7a0b\u5ea6\u4ee5\u540e\uff0c\u5982\u679c\u6211\u4eec\u6210\u4e3a\u8fd9\u4e2a\u884c\u4e1a\u91cc\u9760\u524d\u7684\u63d0\u4f9b\u5546\uff0c\u5927\u91cf\u7684\u751f\u7269\u533b\u836f\u4efb\u52a1\u90fd\u662f\u7531 ChatDD \u5728\u5e2e\u5fd9\u89e3\u51b3\uff0c\u6211\u4eec\u53ef\u80fd\u8fd8\u6709\u4e00\u4e2a\u6a21\u5f0f\uff0c\u90a3\u5c31\u662f\u5e94\u7528\u5546\u5e97\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u4e3a ChatDD 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Facebook\uff08Meta\uff09\u53ef\u80fd\u4e5f\u4f1a\u91c7\u7528\u8fd9\u6837\u7684\u6a21\u5f0f\uff0c\u56e0\u4e3a\u5b83\u5f00\u6e90\u4e4b\u540e\u5927\u5bb6\u90fd\u5728\u7528\uff0c\u5c31\u6709\u5f88\u591a\u6574\u5408\u7684\u7a7a\u95f4\u3002\u90a3\u8fd9\u6837\u7684\u8bdd\u8fd9\u4e2a\u6a21\u5f0f\u53ef\u80fd\u5c31\u53d8\u6210\u4e86\uff0c\u5982\u679c\u6211\u4eec ChatDD 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data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u73b0\u5728\u5173\u4e8e\u901a\u7528\u5927\u6a21\u578b\u548c\u5782\u76f4\u5927\u6a21\u578b\u6709\u4e00\u4e2a\u4e89\u8bae\uff0c\u662f\u4ece\u5934\u8bad\u7ec3\u4e00\u4e2a\u81ea\u5df1\u884c\u4e1a\u7684\u5927\u6a21\u578b\uff0c\u8fd8\u662f\u62ff\u4e00\u4e2a\u5f00\u6e90\u7684\u57fa\u5ea7\uff0c\u7528\u81ea\u5df1\u7684\u6570\u636e\u6765\u5fae\u8c03\uff0c\u8fd9\u4e24\u8005\u4e4b\u95f4\u7684\u5dee\u5f02\u5982\u4f55\u5224\u65ad\uff1f<\/section>\n<section><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u6211\u4e2a\u4eba\u89c9\u5f97\u53ef\u80fd\u4e0d\u9700\u8981\u4ece\u5934\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u7684\u5927\u6a21\u578b\uff0c\u56e0\u4e3a\u6587\u672c\u8fd9\u4e2a\u81ea\u7136\u8bed\u8a00\u7684\u8bed\u6cd5\uff0c\u901a\u7528\u5927\u6a21\u578b\u90fd\u5b66\u5230\u4e86\uff0c\u56e0\u4e3a\u5b83\uff08\u6570\u636e\uff09\u591a\uff0c\u591a\u7684\u8bdd\u5c31\u5b66\u5f97\u66f4\u51c6\uff0c\u7406\u89e3\u5f97\u66f4\u6e05\u695a\u3002\u4f46\u662f\u5728\u5782\u76f4\u884c\u4e1a\u91cc\u9762\uff0c\u53ef\u80fd\u6709\u5f88\u591a\u81ea\u5df1\u7684\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u4e0d\u662f\u81ea\u7136\u8bed\u8a00\uff0c\u5b83\u6709\u81ea\u5df1\u7684\u8bed\u6cd5\uff0c\u90a3\u8fd9\u4e2a\u65f6\u5019\u4f60\u7528\u901a\u7528\u5927\u6a21\u578b\u4e5f\u5b66\u4e0d\u4e86\uff0c\u5bf9\u5427\uff1f<\/section>\n<section><\/section>\n<section><strong>\u90a3\u6240\u4ee5\u8fd9\u4e2a\u884c\u4e1a\u662f\u5426\u9700\u8981\u4e00\u4e2a\u5782\u76f4\u5927\u6a21\u578b\uff0c\u5173\u952e\u662f\u5b83\u6709\u6ca1\u6709\u81ea\u5df1\u72ec\u7279\u8bed\u6cd5\u7684\u6570\u636e\uff0c\u8fd9\u4e2a\u6570\u636e\u975e\u5e38\u5f71\u54cd\u5b83\u4e0b\u6e38\u4efb\u52a1\u7684\u6027\u80fd\uff0c\u5982\u679c\u662f\uff0c\u8fd9\u5c31\u662f\u4e00\u4e2a\u9700\u8981\u5782\u76f4\u5927\u6a21\u578b\u7684\u884c\u4e1a\u3002<\/strong>\u5f53\u7136\uff0c\u662f\u4e0d\u662f\u53ea\u505a\u8fd9\u4e2a\u884c\u4e1a\u6a21\u6001\u7684\u5927\u6a21\u578b\u5c31\u884c\u4e86\u5462\uff1f\u4e5f\u4e0d\u884c\uff0c\u4e3a\u4ec0\u4e48\u5462\uff1f\u56e0\u4e3a\u6bcf\u4e2a\u884c\u4e1a\u91cc\u90fd\u6709\u4eba\uff0c\u90fd\u79ef\u7d2f\u4e86\u5f88\u591a\u884c\u4e1a\u5185\u90e8\u7684\u77e5\u8bc6\uff0c\u8fd9\u4e9b\u77e5\u8bc6\u662f\u7528\u81ea\u7136\u8bed\u8a00\u6784\u6210\u7684\uff0c\u90a3\u4eba\u4e5f\u5e0c\u671b\u7528\u81ea\u7136\u8bed\u8a00\u8ddf\u8fd9\u4e2a\u5927\u6a21\u578b\u8fdb\u884c\u4ea4\u4e92\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8ba9\u4eba\u80fd\u591f\u66f4\u597d\u5730\u4ea4\u4e92\uff0c\u66f4\u597d\u5730\u53bb\u4e86\u89e3\u8fd9\u4e2a\u884c\u4e1a\u7684\u6570\u636e\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u4e00\u4e2a\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u5c06\u81ea\u7136\u8bed\u8a00\u548c\u8fd9\u4e2a\u884c\u4e1a\u6570\u636e\u5bf9\u9f50\uff0c\u8fdb\u884c\u7ffb\u8bd1\u3002<\/section>\n<section><\/section>\n<section><strong><mark 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train\uff09\u548c\u505a SFT \u5c31\u6bd4\u8f83\u8db3\u591f\u3002<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\uff1a<\/strong>\u90a3\u8fd9\u4e2a\u975e\u81ea\u7136\u8bed\u8a00\u6a21\u6001\u7684\u884c\u4e1a\u5927\u6a21\u578b\uff0c\u8981\u5b9e\u73b0\u667a\u80fd\u6d8c\u73b0\uff0c\u6216\u8005\u662f\u8bf4\u8db3\u591f\u667a\u80fd\u80fd\u591f\u5e2e\u52a9\u4eba\u6216\u8005\u662f\u4e0e\u4eba\u534f\u4f5c\uff0c\u5b83\u7684\u89c4\u6a21\u6709\u4e00\u4e2a\u9608\u503c\u5417\uff1f<\/section>\n<section><\/section>\n<section><strong>\u8042\u518d\u6e05\uff1a<\/strong>\u89c4\u6a21\u7684\u6765\u8bb2\u6211\u89c9\u5f97\u80af\u5b9a\u4e5f\u4e0d\u80fd\u592a\u5c0f\uff0c\u4e00\u822c\u90fd\u8bf4\u81f3\u5c11 10B \u4ee5\u4e0a\u3002\u5982\u679c\u6709\u8fd9\u6837\u7684\u6570\u636e\uff0c\u6211\u4eec\u9700\u8981\u53bb\u627e\u5230\u8bad\u7ec3\u8fd9\u4e2a\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684 Pair 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