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Chan\u627f\u8bfa\u65a5\u8d445\u4ebf\u7f8e\u5143\u5efa\u7acb\u80af\u666e\u7eb3\u81ea\u7136\u548c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\uff0c\u4ee5\u624e\u514b\u4f2f\u683c\u7684\u6bcd\u4eb2\u548c\u5916\u7956\u7236\u6bcd\u7684\u540d\u5b57\u547d\u540d\u3002<\/p>\n<p>\u5f53\u65f6\uff0c\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u75f4\u8ff7\u4ecd\u7136\u4e3b\u8981\u5c40\u9650\u4e8e\u7845\u8c37\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u3002<\/p>\n<p>\u6d41\u884c\u7684\u804a\u5929\u673a\u5668\u4eba\u5c1a\u5b58\u5728\u91cd\u5927\u7f3a\u9677\uff0c\u81f3\u5c11\u5728\u6d41\u884c\u7684\u89c2\u70b9\u4e2d\uff0c\u80af\u5b9a\u4e0d\u4f1a\u5f88\u5feb\u8d76\u4e0a\u4eba\u7c7b\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202408\/25\/28b3977137adcb9a5be4200edee04d022cd9e8.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u624e\u514b\u4f2f\u683c\u548cPriscilla Chan\u5728\u80af\u666e\u7eb3\u81ea\u7136\u548c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\u6210\u7acb\u4eea\u5f0f\u4e0a\u53d1\u8868\u8bb2\u8bdd<\/p>\n<p>\u7136\u800c\uff0c\u5f53\u5b66\u672f\u754c\u7684\u8f66\u8f6e\u7f13\u6162\u8f6c\u52a8\u65f6\uff0c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5374\u8fbe\u5230\u4e86\u60ca\u4eba\u7684\u901f\u5ea6\u3002<\/p>\n<p>2022\u5b66\u5e74\uff0c\u80af\u666e\u7eb3\u7814\u7a76\u6240\u8fd8\u5728\u805a\u96c6\u6559\u5458\u5e76\u5efa\u7acb\u7ba1\u7406\u57fa\u7840\u8bbe\u65bd\uff0cChatGPT\u5c31\u63a8\u51fa\u4e86\uff0c\u6210\u4e3a\u5386\u53f2\u4e0a\u589e\u957f\u6700\u5feb\u7684\u6d88\u8d39\u8005\u5e94\u7528\u7a0b\u5e8f\uff0c\u5728\u77ed\u77ed\u4e24\u4e2a\u6708\u5185\u5c31\u8fbe\u5230\u4e861\u4ebf\u7528\u6237\u3002<\/p>\n<p>\u5c3d\u7ba1\u54c8\u4f5b\u5927\u5b66\u7684\u80af\u666e\u7eb3\u7814\u7a76\u6240\u770b\u8d77\u6765\u5962\u534e\u4e14\u8d44\u91d1\u5145\u8db3\uff0c\u4f465\u4ebf\u7f8e\u5143\u7684\u8d44\u91d1\u5bf9\u4e8eAI\u4ea7\u4e1a\u6765\u8bf4\uff0c\u5b9e\u5728\u662f\u676f\u6c34\u8f66\u85aa\u3002<\/p>\n<p>\u5728\u8fc7\u53bb\u4e24\u5e74\u91cc\uff0c\u524d\u6cbf\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u8d44\u672c\u5bc6\u96c6\u5ea6\u63d0\u9ad8\u4e86\u51e0\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n<p>2021\u5e74\uff0c\u6700\u5927\u7684AI\u6a21\u578b\u7684\u5236\u4f5c\u6210\u672c\u662f\u6570\u767e\u4e07\u7f8e\u5143\uff0c\u4f46\u76ee\u524d\u8bad\u7ec3\u524d\u6cbf\u6a21\u578b\u7684\u6210\u672c\u53ef\u80fd\u4f1a\u8d85\u8fc710\u4ebf\u7f8e\u5143\u3002<\/p>\n<p>\u8fd9\u79cd\u4e0d\u65ad\u81a8\u80c0\u7684\u89c4\u6a21\u6781\u5927\u5730\u6539\u53d8\u4e86\u5b66\u672f\u548c\u884c\u4e1a\u7814\u7a76\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n<p>\u54c8\u4f5b\u5927\u5b66\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u5fc5\u987b\u63d0\u51fa\u66f4\u5c0f\u7684\u95ee\u9898\uff0c\u6216\u8005\u7279\u522b\u7684\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u81ea\u5df1\u8bad\u7ec3\u4e0b\u4e00\u4ee3\u6a21\u578b\u3002<\/p>\n<p>\u968f\u7740\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u8d44\u52a9\u4e4b\u95f4\u7684\u5dee\u8ddd\u8d8a\u6765\u8d8a\u5927\uff0c\u751a\u81f3\u4e00\u4e9b\u6559\u6388\u9009\u62e9\u4e86\u300c\u51fa\u9003\u300d\u3002<\/p>\n<p>\u53bb\u5e747\u6708\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u5e94\u7528\u6570\u5b66\u6559\u6388Yaron Singer\u79bb\u5f00\u54c8\u4f5b\u5927\u5b66\uff0c\u4e13\u6ce8\u4e8e\u4ed6\u7684\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u521d\u521b\u516c\u53f8Robust Intelligence\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u6559\u6388Boaz Barak\u4eca\u5e74\u6625\u5929\u4f11\u5047\u524d\u5f80OpenAI\u5de5\u4f5c\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202408\/25\/37b1f0b27e446d8a2f25404e91634e36f4d628.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5c3d\u7ba1\u5982\u6b64\uff0c\u80af\u666e\u7eb3\u7814\u7a76\u6240\u53ef\u4ee5\u5728\u4e0d\u8bad\u7ec3\u6700\u77e5\u540d\u6a21\u578b\u7684\u60c5\u51b5\u4e0b\u8d21\u732e\u77e5\u8bc6\u3002<\/p>\n<p>\u7814\u7a76\u6240\u6267\u884c\u4e3b\u4efbElise Porter\u6307\u51fa\uff0c\u4e00\u4e9b\u5b9e\u9a8c\u76ee\u524d\u6b63\u5728\u80af\u666e\u7eb3\u7814\u7a76\u6240\u7684\u96c6\u7fa4\u4e0a\u8fd0\u884c\uff0c\u63a2\u7d22\u6a21\u578b\u7684\u300c\u7f29\u653e\u5b9a\u5f8b\u300d\u3002<\/p>\n<p>\u867d\u7136\u8fd9\u4e9b\u5b9e\u9a8c\u53ef\u80fd\u53ea\u9700\u8981\u6570\u5341\u6216\u6570\u767e\u4e2aGPU\u6765\u8fd0\u884c\uff0c\u4f46\u5b83\u4eec\u7684\u7ed3\u679c\u53ef\u80fd\u4f1a\u544a\u8bc9\u4f01\u4e1a\u5b9e\u9a8c\u5ba4\u5982\u4f55\u6784\u5efa\u6700\u5927\u7684\u6a21\u578b\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202408\/25\/e37458a648513c3ed57980d332d392ed6ef2fd.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u80af\u666e\u7eb3\u81ea\u7136\u4e0e\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\u8d2d\u4e70\u4e86\u8fd1400\u4e2a\u5148\u8fdbGPU\uff0c\u4ee5\u52a0\u5f3a\u5176\u7528\u4e8e\u8bad\u7ec3\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u8d44\u6e90<\/p>\n<p>Porter\u8bf4\uff0c\u5373\u4f7f\u5728\u5de5\u4e1a\u754c\uff0c\u516c\u53f8\u5728\u82b1\u8d39\u6570\u5343\u4e07\u6216\u6570\u4ebf\u7f8e\u5143\u521b\u5efa\u4e00\u4e2a\u5927\u578b\u6a21\u578b\u4e4b\u524d\u300c\u4ecd\u7136\u5fc5\u987b\u8fdb\u884c\u6982\u5ff5\u9a8c\u8bc1\u300d\u3002<\/p>\n<p>\u8fd9\u6b63\u662f\u54c8\u4f5b\u53ef\u4ee5\u505a\u7684\u4e8b\u60c5\uff1a\u627e\u5230\u95ee\u9898\u7684\u300c\u6700\u4f73\u70b9\u300d\uff0c\u5176\u7b54\u6848\u300c\u6709\u610f\u4e49\u5e76\u521b\u9020\u8fdb\u6b65\u300d\uff0c\u540c\u65f6\u65e0\u9700\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u8ba1\u7b97\u96c6\u7fa4\u5373\u53ef\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n<h4>\u5145\u8db3\u7684\u9879\u76ee\u8d44\u91d1<\/h4>\n<p>\u4eba\u5de5\u667a\u80fd\u5728\u54c8\u4f5b\u5927\u5b66\u7684\u5f71\u54cd\u529b\u8fdc\u8fdc\u8d85\u51fa\u4e86\u80af\u666e\u7eb3\u7814\u7a76\u6240\uff0c\u800c\u4e14\u5176\u8d44\u91d1\u4e0d\u4ec5\u4ec5\u6765\u81ea\u624e\u514b\u4f2f\u683c\u3002<\/p>\n<p>\u5728\u8fc7\u53bb\u7684\u4e00\u5e74\u91cc\uff0c\u54c8\u4f5b\u5927\u5b66\u6210\u7acb\u4e86\u4e09\u4e2a\u5168\u6821\u8303\u56f4\u5185\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u7ec4\uff0c\u5728\u5176\u7f51\u7ad9\u4e0a\u4e13\u95e8\u5f00\u8f9f\u4e86\u4e00\u4e2a\u4e13\u95e8\u8ba8\u8bba\u8be5\u4e3b\u9898\u7684\u90e8\u5206\uff0c\u5e76\u8d5e\u52a9\u4e86\u66f4\u591a\u72ec\u7acb\u6d3b\u52a8\u3002<\/p>\n<p>\u4eca\u5e74\u590f\u5929\uff0c\u54c8\u4f5b\u6cd5\u5b66\u9662\u4e0e\u4f2f\u514b\u66fc\u00b7\u514b\u83b1\u56e0\u4e92\u8054\u7f51\u4e0e\u793e\u4f1a\u4e2d\u5fc3\u5408\u4f5c\u5ba3\u5e03\u4e86\u4e00\u9879\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u548c\u6cd5\u5f8b\u7684\u5021\u8bae\uff0c\u4eca\u5e74\u79cb\u5929\uff0c\u533b\u5b66\u9662\u63a5\u53d7\u4e86\u7b2c\u4e00\u6279\u65b0\u4eba\u5de5\u667a\u80fd\u533b\u5b66\u535a\u58eb\u8bfe\u7a0b\u7684\u7533\u8bf7\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202408\/25\/68e5aac66befeac88391516b57697155540c1c.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4f2f\u514b\u66fc\u00b7\u514b\u83b1\u56e0\u4e92\u8054\u7f51\u4e0e\u793e\u4f1a\u4e2d\u5fc3<\/p>\n<p>\u901a\u8fc7\u5176\u4e2d\u4e00\u4e2a\u5de5\u4f5c\u7ec4\uff0c\u54c8\u4f5b\u5927\u5b66\u5efa\u7acb\u4e86\u53e6\u4e00\u4e2a\u590f\u5b63\u7814\u7a76\u9879\u76ee\uff0c\u4ee5\u8d44\u52a9AI\u7814\u7a76\uff0c\u751a\u81f3\u53ea\u662f\u4f7f\u7528\u751f\u6210\u5f0fAI\u7684\u9879\u76ee\u3002<\/p>\n<p>\u636e\u591a\u4f4d\u6559\u6388\u79f0\uff0c\u7531\u6b64\u4ea7\u751f\u7684GenAI\u7814\u7a76\u8ba1\u5212\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u83b7\u5f97\u4e86\u8d44\u91d1\u3002<\/p>\n<p>\u8bbe\u8ba1\u7814\u7a76\u751f\u9662\u6559\u6388Carole T. Voulgaris\u901a\u8fc7 GenAI \u7814\u7a76\u9879\u76ee\u8058\u8bf7\u4e86\u4e24\u540d\u6691\u671f\u7814\u7a76\u52a9\u7406\uff0c\u5979\u8868\u793a\u83b7\u5f97\u8d44\u91d1\u7684\u8fc7\u7a0b\u300c\u611f\u89c9\u5c31\u50cf\u9b54\u672f\u4e00\u6837\u300d\u3002<\/p>\n<p>\u300c\u5927\u5b66\u7684\u5de5\u4f5c\u7ec4\u4e00\u76f4\u5728\u52aa\u529b\u5c3d\u53ef\u80fd\u5feb\u5730\u63d0\u4f9b\u65b0\u8d44\u6e90\u300d\uff0c\u8d1f\u8d23\u7814\u7a76\u7684\u526f\u6559\u52a1\u957fJohn H. Shaw\u5728\u4e00\u5c01\u7535\u5b50\u90ae\u4ef6\u58f0\u660e\u4e2d\u5199\u9053\u3002<\/p>\n<p>\u6559\u6388\u4eec\u8fd8\u5229\u7528\u54c8\u4f5b\u7684\u8d44\u91d1\u4e3a\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u7ecf\u6d4e\u5b66\u548c\u7269\u7406\u79d1\u5b66\u7b49\u8bfe\u7a0b\u5f00\u53d1\u6559\u80b2\u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\n<p>Logan S. McCarty\u5728\u8d44\u52a9\u804a\u5929\u673a\u5668\u4eba\u7684\u529e\u516c\u5ba4\u62c5\u4efb\u79d1\u5b66\u6559\u80b2\u526f\u9662\u957f\uff0c\u4ed6\u8868\u793a\uff0c\u7ed3\u679c\u300c\u975e\u5e38\u6709\u5e0c\u671b\u300d\u3002<\/p>\n<p>\u300c\u5b66\u751f\u4eec\u975e\u5e38\u613f\u610f\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u51fa\u4e00\u4e9b\u770b\u4f3c\u611a\u8822\u7684\u95ee\u9898\uff0c\u4ed6\u4eec\u53ef\u80fd\u4e0d\u613f\u610f\u95ee\u4eba\u7c7b \u300d\uff0c\u4ed6\u8bf4\u3002<\/p>\n<p>\u90a3\u4e48\u8fd9\u4e9b\u94b1\u4ece\u54ea\u91cc\u6765\u5462\uff1f<\/p>\n<p>McCarty\u5728\u4eca\u5e74\u5e74\u521d\u8868\u793a\uff0c\u300c\u8fd9\u4e9b\u90fd\u4e0d\u5c5e\u4e8e\u6211\u4eec\u7684\u9884\u7b97\u300d\uff0c\u4f46\u5f53\u4eba\u5de5\u667a\u80fd\u8fd9\u6837\u7684\u4e1c\u897f\u51fa\u73b0\u65f6\uff0c\u6211\u4eec\u4f1a\u5c1d\u8bd5\u96c6\u4f53\u5bfb\u627e\u8d44\u91d1\u6765\u7b79\u96c6\u3002\u5c31\u8bfe\u7a0b\u804a\u5929\u673a\u5668\u4eba\u800c\u8a00\uff0c\u8d44\u91d1\u6765\u81ea\u53ef\u81ea\u7531\u652f\u914d\u7684\u8d44\u91d1\u4ee5\u53ca\u300c\u8bfe\u7a0b\u521b\u65b0\u57fa\u91d1\u300d\u3002<\/p>\n<p>\u4e00\u4e9b\u6559\u6388\u79f0\u8d5e\u5927\u5b66\u7684\u8fc5\u901f\u53cd\u5e94\u3002<\/p>\n<p>\u8ba1\u7b97\u673a\u79d1\u5b66\u6559\u6388Ariel Procaccia\u5728\u4e00\u5c01\u7535\u5b50\u90ae\u4ef6\u4e2d\u5199\u9053\uff0c\u300c\u54c8\u4f5b\u5927\u5b66\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u62e5\u6709\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u5f71\u54cd\u529b\u3002\u300d<\/p>\n<p>\u4ed6\u5f15\u7528\u4e86\u80af\u666e\u7eb3\u7814\u7a76\u6240\u548cSEAS\u5185\u7684\u65b0\u4eba\u5de5\u667a\u80fd\u8ba1\u5212\uff0c\u300c\u6211\u9884\u8ba1\u8fd9\u4e9b\u4e3e\u63aa\u5c06\u5e26\u6765\u56f4\u7ed5\u4eba\u5de5\u667a\u80fd\u7684\u6709\u5f71\u54cd\u529b\u7684\u5927\u89c4\u6a21\u5408\u4f5c\u3002\u300d<\/p>\n<p>\u300c\u6211\u5bf9\u54c8\u4f5b\u5927\u5b66\u975e\u5e38\u6ee1\u610f\u300d\uff0c\u5929\u6587\u5b66\u6559\u6388V. Ashley Villar\u8bf4\uff0c\u300c \u4ed6\u4eec\u771f\u7684\u63a5\u53d7\u4e86\u6211\u8ba4\u4e3a\u5c06\u662f\u9769\u547d\u6027\u7684\u4e1c\u897f\u3002\u300d<\/p>\n<h4>\u6559\u6388\u4eec\u4e5f\u5728\u4f7f\u7528AI<\/h4>\n<p>\u53bb\u5e74\u6625\u5929\uff0c\u4e00\u4f4d\u540c\u4e8b\u544a\u8bc9\u54c8\u4f5b\u5927\u5b66\u80af\u5c3c\u8fea\u5b66\u9662\u6559\u6388Gautam Nair\u4e00\u9879\u4ed6\u53d1\u73b0\u7684\u975e\u540c\u5bfb\u5e38\u7684\u7edf\u8ba1\u6570\u636e\uff1a\u5fae\u8f6f\u7684\u56e2\u961f\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\u4f7f\u7528\u4e86LLM\uff0c\u6bd4\u90a3\u4e9b\u6ca1\u6709\u8fd9\u6837\u505a\u7684\u4eba\u66f4\u6709\u6548\u7387\u3002<\/p>\n<p>Nair\u88ab\u8fd9\u4e2a\u4e8b\u5b9e\u9707\u60ca\u4e86\uff0c\u4e8e\u662f\u4e5f\u5f00\u59cb\u4f7f\u7528LLM\u3002<\/p>\n<p>\u4eba\u5de5\u667a\u80fd\u73b0\u5728\u53ef\u4ee5\u5e2e\u52a9\u4ed6\u505a\u4e00\u5207\u4e8b\u60c5\uff0c\u4ece\u7f16\u5199\u4ee3\u7801\u3001\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u5230\u6982\u8ff0\u5b66\u672f\u6587\u7ae0\u3002<\/p>\n<p>\u4ed6\u4e0d\u662f\u552f\u4e00\u4e00\u4e2a\u3002<\/p>\n<p>\u6765\u81ea\u827a\u672f\u4e0e\u79d1\u5b66\u5b66\u9662\u4ee5\u53ca\u54c8\u4f5b\u5927\u5b66\u8bb8\u591a\u7814\u7a76\u751f\u9662\u7684\u6559\u6388\u5df2\u7ecf\u5f00\u59cb\u5c06\u4eba\u5de5\u667a\u80fd\u7eb3\u5165\u4ed6\u4eec\u7684\u7814\u7a76\u548c\u6559\u5b66\u4e2d\u3002<\/p>\n<p>\u5728ChatGPT\u5c06\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53d8\u6210\u6d41\u884c\u8bed\u4e4b\u524d\uff0c\u7814\u7a76\u4eba\u5458\u5c31\u5df2\u7ecf\u5f00\u59cb\u70ed\u8877\u4e8e\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u4e86\uff0c\u8fd9\u662f\u6a21\u5f0f\u8bc6\u522b\u7cfb\u7edf\u7684\u5e7f\u4e49\u672f\u8bed\uff0c\u662f\u9762\u90e8\u8bc6\u522b\u548c\u8c37\u6b4c\u7ffb\u8bd1\u7684\u57fa\u7840\u3002<\/p>\n<p>\u300c\u673a\u5668\u5b66\u4e60\u5f88\u5feb\u5c31\u878d\u5165\u4e86\u793e\u4f1a\u79d1\u5b66\u548c\u751f\u547d\u79d1\u5b66\u9886\u57df\u300d\uff0c \u5b83\u6b63\u5728\u65e5\u76ca\u63a8\u52a8\u5927\u91cf\u524d\u6cbf\u7814\u7a76\uff0c\u5b9e\u9645\u4e0a\u662f\u4efb\u4f55\u6709\u5927\u91cf\u6570\u636e\u7684\u7814\u7a76\u3002<\/p>\n<p>\u5728\u5fc3\u7406\u5b66\u65b9\u9762\uff0c\u8be5\u7cfb\u73b0\u5728\u5927\u7ea6\u6709\u4e00\u534a\u7684\u6f14\u8bb2\u300c\u90fd\u6709\u67d0\u79cd\u673a\u5668\u5b66\u4e60\u7684\u6210\u5206\u300d\u3002<\/p>\n<p>\u5929\u6587\u5b66\u6559\u6388Villar\u5c06\u673a\u5668\u5b66\u4e60\u7684\u65e5\u76ca\u666e\u53ca\u4e0e\u57fa\u7840\u7edf\u8ba1\u6570\u636e\u7684\u91c7\u7528\u76f8\u63d0\u5e76\u8bba\u3002\u5979\u8bf4\uff0c\u673a\u5668\u5b66\u4e60\u662f\u300c\u76ee\u524d\u6211\u4eec\u5728\u79d1\u5b66\u9886\u57df\u6240\u505a\u7684\u8bb8\u591a\u5de5\u4f5c\u7684\u57fa\u672c\u7ec4\u6210\u90e8\u5206\u3002\u300d<\/p>\n<p>ChatGPT\u7684\u51fa\u73b0\u53ea\u662f\u52a0\u901f\u4e86\u8fd9\u4e00\u8d8b\u52bf\uff0c\u4f46\u51fa\u73b0\u4e86\u65b0\u7684\u53d8\u5316\uff1a\u9664\u4e86\u7b80\u5355\u5730\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6765\u5206\u6790\u6570\u636e\u4e4b\u5916\uff0c\u4e00\u4e9b\u6559\u6388\u5f00\u59cb\u5c06\u4eba\u5de5\u667a\u80fd\u672c\u8eab\u89c6\u4e3a\u7814\u7a76\u5bf9\u8c61\u3002<\/p>\n<p>\u5728\u5fc3\u7406\u5b66\u9886\u57df\uff0c\u6709\u4eba\u7814\u7a76\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5c24\u5176\u662fChatGPT\uff0c\u5c31\u597d\u50cf\u5b83\u662f\u4e00\u4e2a\u5b69\u5b50\u3001\u4e00\u53ea\u9ed1\u7329\u7329\u6216\u6211\u4eec\u8bd5\u56fe\u7406\u89e3\u7684\u67d0\u79cd\u65b0\u667a\u80fd\u3002<\/p>\n<p>\u6559\u6388\u4eec\u4e5f\u50cf\u5b66\u751f\u4e00\u6837\u4f7f\u7528\u5b83\u3002<\/p>\n<p>\u6700\u8fd1\uff0cNair\u4f7f\u7528LLM\u4e3a\u56fd\u4f1a\u6f14\u8bb2\u63d0\u51fa\u4e00\u79cd\u65b0\u7684\u5206\u7c7b\u65b9\u6848\u5e76\u7f16\u5199\u4ee3\u7801\uff0c\u8be5\u65b9\u6848\u53ef\u4ee5\u4e3a\u4ed6\u7684\u7814\u7a76\u56e2\u961f\u8282\u7701\u6570\u767e\u5c0f\u65f6\u7684\u624b\u52a8\u6807\u8bb0\u65f6\u95f4\u3002<\/p>\n<p>McCarty\u6559\u6388\u4e86\u4e00\u95e8\u5173\u4e8e\u751f\u6210\u5f0fAI\u7684Gen Ed\u8bfe\u7a0b\uff0c\u540d\u4e3a\u300c\u673a\u5668\u7684\u5d1b\u8d77\u300d\uff0c\u4ed6\u8bf4\u4ed6\u4f7f\u7528ChatGPT\u6765\u5e2e\u52a9\u4ed6\u7406\u89e3\u6280\u672fCS\u8bba\u6587\uff0c\u4e3a\u8bfe\u7a0b\u505a\u51c6\u5907\u3002<\/p>\n<p>\u5bf9\u4e8e\u5176\u4ed6\u4eba\u6765\u8bf4\uff0c\u66f4\u597d\u7684\u751f\u6210\u6a21\u578b\u6b63\u5728\u89e3\u5f00\u4ee5\u524d\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<p>\u8bbe\u8ba1\u7814\u7a76\u751f\u9662\u6559\u5458 Allen Sayegh \u7814\u7a76\u4eba\u4eec\u5bf9\u5efa\u7b51\u73af\u5883\u7684\u53cd\u5e94\uff0c\u4ed6\u6b63\u5728\u5c1d\u8bd5\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u751f\u6210\u865a\u62df\u73b0\u5b9e\u300c\u6c89\u6d78\u5f0f\u7a7a\u95f4\u300d\uff0c\u5e76\u4f7f\u5176\u5b9e\u65f6\u9002\u5e94\u7528\u6237\u7684\u53cd\u5e94\u3002<\/p>\n<p>\u300c\u4f5c\u4e3a\u4e00\u540d\u7814\u7a76\u4eba\u5458\uff0c\u8fd9\u662f\u4e00\u79cd\u5174\u594b\u611f\u300d\uff0c\u5fc3\u7406\u5b66\u5bb6Greene\u8bf4\uff0c\u300c\u4f46\u4f5c\u4e3a\u5173\u5fc3\u4e16\u754c\u7684\u4eba\u7c7b\uff0c\u6211\u8ba4\u8bc6\u7684\u5f88\u591a\u4eba\u90fd\u62c5\u5fc3\u4eba\u5de5\u667a\u80fd\u7684\u7834\u574f\u6027\u5f71\u54cd\u3002\u300d<\/p>\n<p>\u4e0d\u8fc7\uff0c\u76ee\u524d\u4ed6\u5e76\u4e0d\u592a\u62c5\u5fc3\u673a\u5668\u4f1a\u53d6\u4ee3\u4ed6\u7684\u5de5\u4f5c\uff0c\u6216\u8005\u4ed6\u7684\u540c\u4e8b\u7684\u5de5\u4f5c\u3002<\/p>\n<p>\u300c\u76f8\u5bf9\u800c\u8a00\uff0c\u6211\u8ba4\u4e3a\u79d1\u5b66\u5bb6\u7684\u5de5\u4f5c\u66f4\u6709\u53ef\u80fd\u5f97\u5230\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8865\u5145\uff0c\u800c\u4e0d\u662f\u88ab\u53d6\u4ee3\u3002\u300d<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_21867\" class=\"pvc_stats total_only  \" data-element-id=\"21867\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 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