{"id":34436,"date":"2024-12-06T14:56:23","date_gmt":"2024-12-06T06:56:23","guid":{"rendered":"https:\/\/17aitech.com\/?p=34436"},"modified":"2024-12-06T14:56:23","modified_gmt":"2024-12-06T06:56:23","slug":"%e7%90%86%e8%b4%a2ai%e5%8b%87%e9%97%af%e3%80%8c%e6%97%a0%e4%ba%ba%e5%8c%ba%e3%80%8d%ef%bc%9a%e7%90%86%e8%a7%a3%e4%b8%93%e5%ae%b6%e3%80%81%e6%88%90%e4%b8%ba%e4%b8%93%e5%ae%b6","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34436","title":{"rendered":"\u7406\u8d22AI\u52c7\u95ef\u300c\u65e0\u4eba\u533a\u300d\uff1a\u7406\u89e3\u4e13\u5bb6\u3001\u6210\u4e3a\u4e13\u5bb6"},"content":{"rendered":"

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2020 \u5e74\uff0c\u300c AI \u7406\u8d22\u52a9\u7406\u300d\u652f\u5c0f\u5b9d\u6b63\u5f0f\u5bf9\u5916\u4e0a\u7ebf\uff0c\u8682\u8681\u8d22\u5bcc\u5e0c\u671b\u80fd\u8865\u8db3\u884c\u4e1a\u670d\u52a1\u7684\u7a7a\u767d\u3002\u4e0d\u4e45\uff0c\u8682\u8681\u8d22\u5bcc\u53c8\u6295\u5165 50 \u4e2a\u4eba\u5e74\u2014\u2014 \u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf<\/mark>\u7684\u5f00\u53d1\u6210\u672c\u2014\u2014\u518d\u9020\u652f\u5c0f\u5b9d \uff08 1.0 \uff09\u3002\u00a0<\/p>\n

\u8c01\u66fe\u60f3\u534a\u5e74\u540e\uff0c\u8fd9\u4f4d\u521a\u8fbe\u4e13\u4e1a\u6c34\u51c6\u7684 AI \u52a9\u7406\uff0c\u53c8\u7387\u5148\u642d\u4e0a\u5927\u6a21\u578b\u7684\u5feb\u8f66\uff0c\u4ece\u68c0\u7d22\u5f0f AI\uff08 1.0 \uff09\u8fdb\u5316\u5230\u751f\u6210\u5f0fAI\uff08 2.0 \uff09\uff0c\u8ba9 4300 \u4e07\u666e\u901a\u6295\u8d44\u8005\u5148\u4e00\u6b65\u62e5\u6709\u4e86\u81ea\u5df1\u7684\u300c\u79c1\u4eba\u7406\u8d22\u4e13\u5bb6\u300d\u3002\u00a0<\/p>\n

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\u4e00\u3001\u7a7a\u964d\u70ed\u641c\uff0cAI \u7684\u8bdd\u5927\u5bb6\u542c\u61c2\u4e86\u00a0<\/strong><\/p>\n

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

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

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\u540c\u6837\u7684\u95ee\u9898\u6254\u7ed9\u901a\u7528\u5927\u6a21\u578b\uff0cTA \u7684\u56de\u7b54\u66f4\u50cf\u9694\u9774\u6414\u75d2\uff0c\u56e0\u4e3a\u4e0d\u4f1a\u5bf9\u6211\u4eec\u7684\u95ee\u9898\u505a\u4efb\u4f55\u5047\u8bbe\uff0c\u6240\u4ee5\uff0c\u8bf4\u4e86\u5f88\u591a\uff0c\u5374\u53c8\u50cf\u4ec0\u4e48\u90fd\u6ca1\u8bf4\u3002\u00a0<\/p>\n

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

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\u4f59\u97f3\u672a\u843d\uff0c\u6211\u4eec\u77a5\u89c1\u652f\u5c0f\u5b9d\u9996\u9875\u53f3\u4e0a\u65b9\u663e\u793a\uff0c\u5df2\u6709 600 \u591a\u4e07\u4eba\u53d1\u8d77\u4e86\u63d0\u95ee\u3002\u00a0<\/p>\n

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\u5728\u300c\u6a21\u4eff\u4e13\u5bb6\u3001\u6210\u4e3a\u4e13\u5bb6\u300d\u7684\u300c\u804c\u4e1a\u89c4\u5212\u300d\u4e0b\uff0c\u652f\u5c0f\u5b9d\u7684\u6280\u672f\u53d1\u5c55\u4e5f\u88ab\u5206\u4e3a\u4e24\u5c42\uff1a\u4e00\u5c42\uff0c\u8ba9\u652f\u5c0f\u5b9d\u6a21\u4eff\u4e13\u5bb6\u53bb\u7406\u89e3\u7528\u6237\uff1b\u7b2c\u4e8c\u5c42\uff0c\u8ba9\u5b83\u4e0d\u518d\u88ab\u52a8\u7b49\u5f85\u95ee\u9898\uff0c\u901a\u8fc7\u4e3b\u52a8\u670d\u52a1\u7528\u6237\uff0c\u6210\u4e3a\u4e13\u5bb6\u3002\u00a0<\/p>\n

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\u4e0d\u540c\u4e8e\u641c\u7d22\u573a\u666f\u4e2d\u660e\u786e\u8be6\u7ec6\u7684\u7528\u6237 query\uff0c\u7406\u8d22\u5bf9\u8bdd\u4e2d\uff0c\u7528\u6237\u7684\u8868\u8fbe\u5f80\u5f80\u7b80\u5355\u6a21\u7cca\uff0c\u5982\u300c\u5c0f\u7c73\u73b0\u5728\u600e\u4e48\u6837\u300d\u3001\u300c\u73b0\u5728\u9ec4\u91d1\u600e\u4e48\u6837\u300d\uff0c\u4e43\u81f3\u9519\u5b57\u6216\u7f29\u5199,\u5982\u300c\u63a8\u8350\u4e00\u652f\u519b\u5de5\u57fa\u300d\u3002\u524d\u5927\u6a21\u578b\u65f6\u4ee3\uff0cAI \u4f9d\u9760\u5173\u952e\u8bcd\u5339\u914d\u6216\u6d45\u5c42\u8bed\u4e49\u5206\u6790\uff0c\u5f88\u5bb9\u6613\u5224\u65ad\u5931\u8bef\uff0c\u5bfc\u81f4\u670d\u52a1\u504f\u79bb\u7528\u6237\u771f\u5b9e\u9700\u6c42\u3002\u00a0<\/p>\n

\u652f\u5c0f\u5b9d 1.0 \u5c1d\u8bd5\u8fc7\u7528\u4e0a\u4e0b\u6587\u5efa\u6a21\u7f13\u89e3\u8fd9\u4e00\u95ee\u9898\uff0c\u7ec8\u7a76\u4e0d\u8fc7\u626c\u6c64\u6b62\u6cb8\u3002\u63a5\u5165\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u540e\uff0c\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u591a\u667a\u80fd\u4f53\uff08 Agent \uff09\u6846\u67b6\uff08\u300c\u4eff\u91d1\u878d\u4e13\u5bb6\u591a\u667a\u80fd\u4f53\u534f\u540c\u63a8\u7406\u300d\uff09\u5f7b\u5e95\u98a0\u8986\u4e86\u4f20\u7edf\u4ece NLU \u5230\u751f\u6210\u7684 Pileline \u3002\u00a0<\/p>\n

\u5f53\u4f60\u95ee\u300c\u5c0f\u7c73\u73b0\u5728\u600e\u4e48\u6837\u300d\uff0c\u53ef\u4ee5\u8111\u8865\u8fd9\u6837\u4e00\u6bb5\u753b\u9762\uff0c\u652f\u5c0f\u5b9d\u5185\u90e8\u7684\u591a\u4e2a Agent \u5c06\u5404\u53f8\u5176\u804c\uff1a<\/p>\n

\u4e00\u4e2a\u7528\u6237\u670d\u52a1 Agent \u7ed3\u5408\u670d\u52a1\u5386\u53f2\u548c\u7528\u6237\u753b\u50cf<\/mark>\uff0c\u751f\u6210\u591a\u4e2a\u53ef\u80fd\u7684\u610f\u56fe\u5047\u8bbe\uff0c\u4e00\u4e2a\u77e5\u8bc6\u68c0\u7d22 Agent \u4e3a\u6bcf\u4e2a\u5047\u8bbe\u641c\u96c6\u80cc\u666f\u77e5\u8bc6\u548c\u76f8\u5173\u8d44\u8baf\uff0c\u4e00\u4e2a\u4e13\u4e1a\u987e\u95ee Agent \u4ece\u5e02\u573a\u548c\u6295\u987e\u4e13\u4e1a\u89c6\u89d2\u8865\u5145\u89c2\u70b9\u548c\u5efa\u8bae\u3002<\/p>\n

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

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

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

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\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56de\u7b54\u300c\u5df4\u83f2\u7279\u73b0\u5728\u4e3a\u4ec0\u4e48\u52a0\u500d\u4e0b\u6ce8\u6cb9\u6c14\u80a1\u7968 \u300d\u3002 <\/sup><\/em><\/p>\n

\u8ba9\u652f\u5c0f\u5b9d\u5411\u4e13\u5bb6\u5bf9\u9f50\uff0c\u6b63\u662f\u8fd9\u652f\u961f\u4f0d\u7684\u6838\u5fc3\u5de5\u4f5c\uff0c\u5176\u4e2d\u4e00\u4e2a\u6781\u5176\u91cd\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u300c\u5bf9\u9f50\u8bad\u7ec3\u300d\uff0c\u8fd9\u4e5f\u662f ChatGPT \u83b7\u5f97\u6210\u529f\u7684\u5173\u952e\u3002\u00a0<\/p>\n

\u4e0d\u8fc7\uff0c\u300c\u7406\u8d22\u4e13\u5bb6\u300d\u5b9a\u4f4d\u4f7f\u5f97\u652f\u5c0f\u5b9d\u7684\u5bf9\u9f50\u6c34\u4f4d\u9700\u8981\u6bd4 OpenAI \u7684\u300c 3H \u300d\uff08 Helpful\u3001Harmless\u3001Honest \uff09\u66f4\u9ad8\uff0c\u9762\u5411\u7406\u8d22\u8fd9\u6837\u7684\u4e25\u8c28\u5e94\u7528\uff0c\u652f\u5c0f\u5b9d\u6280\u672f\u56e2\u961f\u300c\u7531\u5185\u5230\u5916\u300d\u5411\u4e13\u5bb6\u5bf9\u9f50\uff0c\u5bf9\u9f50\u6807\u51c6\u4ece 3H \u5347\u7ea7\u4e3a\u4e25\u8c28\u6027\u548c\u4e13\u4e1a\u6027\uff0c\u6574\u4f53\u5de5\u4f5c\u4e5f\u53ef\u8c13\u7ec6\u81f4\u5165\u5fae\u3002\u00a0<\/p>\n

\u9996\u5148\uff0c\u5bf9\u9f50\u5de5\u4f5c\u80cc\u9760\u4e24\u4e2a\u6838\u5fc3\u8bad\u7ec3\u73af\u8282\u2014\u2014\u76d1\u7763\u5fae\u8c03\uff08 SFT \uff09\u548c\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08 RLHF \uff09\uff0c\u524d\u8005\u660e\u786e\u6307\u793a\u6a21\u578b\u5e94\u8be5\u5b8c\u6210\u54ea\u4e9b\u4efb\u52a1\uff0c\u540e\u8005\u6559\u5bfc\u6a21\u578b\u5982\u4f55\u4ee5\u4eba\u7c7b\u504f\u597d\u7684\u6807\u51c6\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u3002\u00a0<\/p>\n

\u4e3a\u4e86\u8ba9\u652f\u5c0f\u5b9d\u80fd\u4e25\u8c28\u5730\u5b8c\u6210\u4efb\u52a1\uff0c\u5927\u6a21\u578b\u5e95\u5ea7\u5c31\u9700\u8981\u52aa\u529b\u514b\u670d\u4f17\u6240\u5468\u77e5\u7684\u6a21\u578b\u5e7b\u89c9\u3002\u7c7b\u4f3c\u4e8e\u9a7e\u7167\u8bad\u7ec3\u8ba9\u53f8\u673a\u5bf9\u9f50\u4e86\u5b89\u5168\u9a7e\u9a76\u7684\u6807\u51c6\uff0c\u652f\u5c0f\u5b9d\u5e95\u5c42\u6a21\u578b\u4e5f\u5bf9\u9f50\u4e86\u4e25\u8c28\u7684\u6807\u51c6\u3002\u5728\u76d1\u7763\u5fae\u8c03\uff08 SFT \uff09\u9636\u6bb5\uff0c\u4ed6\u4eec\u4ece\u6570\u636e\u3001\u91cf\u7eb2\u3001\u5b9e\u4f53\u3001\u5173\u7cfb\u3001\u4e8b\u5b9e\u3001\u89c2\u70b9\u548c\u8ba1\u7b97\u7b49\u7ef4\u5ea6\u62c6\u89e3\u300c\u4e25\u8c28\u300d\uff0c\u4e3a\u4e0d\u540c\u4efb\u52a1\u573a\u666f\u51c6\u5907\u76f8\u5e94\u7684\u6570\u636e\u96c6\uff0c\u6559\u4f1a\u652f\u5c0f\u5b9d\u5982\u4f55\u4e25\u8c28\u5730\u5904\u7406\u6570\u5b57\u3001\u89c2\u70b9\u3001\u5b9e\u4f53\uff0c\u4fdd\u969c\u5b83\u4eec\u7684\u53ef\u4fe1\u53ef\u6eaf\u6e90\u3002\u00a0<\/p>\n

\u5728\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08 RLHF \uff09\u73af\u8282\uff0c\u4ed6\u4eec\u8fdb\u4e00\u6b65\u8bad\u7ec3\u5927\u6a21\u578b\u5bf9\u4e25\u8c28\u6027\u548c\u4e13\u4e1a\u6027\u7684\u81ea\u53d1\u9075\u4ece\uff0c\u8fd9\u4e5f\u662f\u8ba9\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u80dc\u4efb\u4e25\u8c28\u5e94\u7528\u7684\u5173\u952e\u3002\u65b0\u7248\u652f\u5c0f\u5b9d\u4f1a\u5728\u7f3a\u4e4f\u4fe1\u606f\u65f6\u300c\u8ba4\u6002\u300d\uff0c\u907f\u514d\u5f3a\u7b54\uff1b\u4f1a\u50cf\u4eba\u7c7b\u4e13\u5bb6\u4e00\u6837\uff0c\u63d0\u4f9b\u4e13\u4e1a\u5206\u6790\u7684\u540c\u65f6\uff0c\u8bc6\u522b\u548c\u5b89\u629a\u7528\u6237\u60c5\u7eea\uff0c\u8fd9\u90fd\u5f52\u529f\u4e8e\u8fd9\u4e2a\u8bad\u7ec3\u73af\u8282\u4e3a\u7cfb\u7edf\u5bf9\u9f50\u4e86\u4e13\u5bb6\u7684\u56de\u7b54\u6807\u51c6\u3002<\/p>\n

\u63a5\u53d7\u5b8c\u76d1\u7763\u5fae\u8c03\uff08 SFT \uff09\u548c\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60<\/mark>\uff08 RLHF \uff09\u300c\u8c03\u6559\u300d\u7684\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\uff0c\u5c31\u50cf\u624b\u63e1\u9a7e\u7167\u7684\u53f8\u673a\uff0c\u4e0a\u8def\u603b\u5f52\u6709\u5371\u9669\uff0c\u8fd8\u9700\u8981\u5b89\u5168\u7684\u6c7d\u8f66\u548c\u4ea4\u901a\u7cfb\u7edf\u3002\u4e3a\u6b64\uff0c\u6280\u672f\u56e2\u961f\u4e5f\u5b89\u6392\u4e86\u6570\u636e\u94fe\u8def\u3001\u667a\u80fd\u4f53\u53cd\u601d\u3001\u5b89\u5168\u56f4\u680f\u3001\u653b\u9632\u5de1\u68c0\u7b49\u7cfb\u7edf\u6027\u63aa\u65bd\u8fdb\u4e00\u6b65\u4fdd\u969c\u652f\u5c0f\u5b9d\u7684\u4e25\u8c28\u6027\u3002\u00a0<\/p>\n

\u4e0d\u8fc7\uff0c\u77e5\u6613\u884c\u96be\uff0c\u6700\u5927\u7684\u6311\u6218\u5176\u5b9e\u662f\u6784\u5efa\u4e13\u5bb6\u6c34\u5e73\u7684\u9ad8\u8d28\u91cf\u6307\u4ee4\u96c6\u6240\u9700\u8981\u7684\u5b9a\u529b\u548c\u8d44\u6e90\u2014\u2014\u5f53\u4f60\u4e3a\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u5199\u597d\u5267\u672c\u540e\uff0c\u63a5\u4e0b\u6765\u5c31\u8981\u51c6\u5907\u76f8\u5e94\u7684\u6307\u4ee4\u6570\u636e\uff08\u548c\u94f6\u5b50\uff09\u3002\u00a0<\/p>\n

\u6280\u672f\u56e2\u961f\u82b1\u4e86\u5927\u91cf\u5fc3\u601d\u6784\u5efa\u91d1\u878d\u80fd\u529b\u6307\u4ee4\u96c6\u3002\u4ed6\u4eec\u501f\u9274\u4e86\u5e03\u9c81\u59c6\u6a21\u578b\uff0c\u8fd9\u662f\u6559\u80b2\u5fc3\u7406\u5b66\u4e2d\u4e00\u79cd\u5e7f\u53d7\u8ba4\u53ef\u7684\u80fd\u529b\u8bc4\u4f30\u65b9\u6cd5\uff0c\u63d0\u4f9b\u4e86\u6e05\u6670\u7684\u8ba4\u77e5\u53d1\u5c55\u8def\u5f84\uff0c\u5c06\u80fd\u529b\u57f9\u517b\u5212\u5206\u4e3a\u8bb0\u5fc6\u3001\u7406\u89e3\u3001\u5e94\u7528\u3001\u5206\u6790\u3001\u8bc4\u4ef7\u3001\u521b\u9020\u7b49\u9012\u8fdb\u9636\u6bb5\uff0c\u4e3a\u8bad\u7ec3\u8fc7\u7a0b\u63d0\u4f9b\u4e86\u660e\u786e\u4e3b\u7ebf\u3002\u00a0<\/p>\n

\u901a\u8fc7\u5c06\u8fd9\u516d\u4e2a\u8ba4\u77e5\u5c42\u6b21\u4e0e\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\u4ea4\u53c9\u5bf9\u5e94\uff0c\u6280\u672f\u56e2\u961f\u8be6\u7ec6\u5b9a\u4e49\u4e86\u652f\u5c0f\u5b9d\u5728\u6bcf\u4e2a\u573a\u666f\u548c\u8ba4\u77e5\u9636\u6bb5\u5e94\u638c\u63e1\u7684\u5177\u4f53\u6280\u80fd\uff0c\u5e76\u636e\u6b64\u8bbe\u8ba1\u8bad\u7ec3\u4efb\u52a1\uff0c\u6700\u7ec8\u5f62\u6210\u4e86\u4e00\u5957\u4e13\u4e1a\u7684\u91d1\u878d\u80fd\u529b\u57f9\u517b\u65b9\u6848\u3002<\/p>\n

\u5728\u6570\u636e\u6807\u6ce8\u4e0a\uff0c\u8682\u8681\u8d22\u5bcc\u4e5f\u6295\u5165\u4e86\u5927\u91cf\u7cbe\u529b\u548c\u8d44\u6e90\u3002\u652f\u5c0f\u5b9d\u5e95\u5c42\u7684\u4e25\u8c28\u5e94\u7528\u5927\u6a21\u578b\u9762\u5411\u4e13\u5bb6\u8fdb\u884c\u5bf9\u9f50\u8bad\u7ec3\uff0c\u8fd9\u610f\u5473\u7740\u53ea\u6709\u4e13\u5bb6\u6c34\u51c6\u7684\u4eba\u624d\u80fd\u6ee1\u8db3\u6807\u6ce8\u5de5\u4f5c\u7684\u4e25\u8c28\u6027\u548c\u4e13\u4e1a\u6027\uff0c\u4ed6\u4eec\u4e0d\u4ec5\u4e3a\u6b64\u7ec4\u5efa\u4e86\u4e00\u4e2a\u5177\u6709\u4e13\u4e1a\u6807\u6ce8\u80fd\u529b\u7684\u56e2\u961f\uff0c\u8fd8\u7ef4\u62a4\u7740\u4e00\u652f\u5177\u6709\u91d1\u878d\u548c\u7b97\u6cd5\u590d\u5408\u80fd\u529b\u7684\u6280\u672f\u961f\u4f0d\uff0c\u4e13\u95e8\u9488\u5bf9\u9ad8\u96be\u5ea6\u95ee\u9898\u6784\u5efa\u7cbe\u51c6\u7684\u91d1\u878d\u8bed\u6599\u548c\u6570\u636e\uff0c\u786e\u4fdd\u652f\u5c0f\u5b9d\u80fd\u591f\u5728\u590d\u6742\u7684\u91d1\u878d\u9886\u57df\u6e38\u5203\u6709\u4f59\u3002\u00a0<\/p>\n

\u4e94\u3001\u63a5\u529b\uff1a\u300c\u539f\u751f\u5927\u6a21\u578b\u6280\u672f\u4eba\u5458\u300d\u00a0<\/strong><\/p>\n

\u65f6\u95f4\u5012\u8f6c 2018 \u5e74\uff0c\u652f\u5c0f\u5b9d\u7684\u300c\u524d\u8eab\u300d\u2014\u2014\u5185\u90e8\u4ee3\u53f7\u4e3a\u300c\u5b89\u5a1c\u300d\u7684\u667a\u80fd\u7406\u8d22 AI \u9879\u76ee\u542f\u52a8\uff0c\u6070\u9022 OpenAI \u7684 ChatGPT \u524d\u8eab GPT-1.0 \u5f00\u59cb\u7814\u53d1\u3002\u5f53\u65f6\uff0cAI \u7684\u771f\u6b63\u5a01\u529b\u5c1a\u672a\u5b8c\u5168\u91ca\u653e\u3002\u00a0<\/p>\n

\u652f\u5c0f\u5b9d\u7684\u521d\u671f\u56e2\u961f\u6c47\u805a\u4e86 NLP\u3001CV \u548c\u5de5\u7a0b\u6280\u672f\u7b49\u591a\u9886\u57df\u7684\u7cbe\u82f1\u3002\u4ed6\u4eec\u6000\u7740\u63a2\u9669\u5bb6\u7684\u70ed\u60c5\u51fa\u53d1,\u5374\u5f88\u5feb\u53d1\u73b0\u524d\u8def\u5d0e\u5c96\u96be\u884c\u3002\u6bcf\u4e00\u6b65\u90fd\u50cf\u5728\u8352\u91ce\u4e2d\u5f00\u8f9f\u9053\u8def\uff0c\u5373\u4fbf\u4eb2\u773c\u76ee\u7779\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u5e26\u6765\u7684\u5de8\u5927\u7a81\u7834\uff0c\u4ecd\u96be\u4ee5\u5b8c\u5168\u4fe1\u4efb\u5b83\u7684\u6f5c\u529b\u3002\u8fc7\u5f80\u79ef\u7d2f\u7684\u77e5\u8bc6\u548c\u6280\u80fd\u4eff\u4f5b\u4e00\u591c\u8d2c\u503c\uff0c\u4e5f\u5f92\u589e\u4e00\u4e9b\u4e0d\u5b89\u4e0e\u538b\u529b\u3002\u00a0<\/p>\n

\u5982\u4eca\uff0c\u8fd9\u4e2a\u6280\u672f\u56e2\u961f\u4e5f\u4e0d\u65ad\u6269\u5145\u7740\u65b0\u9c9c\u8840\u6db2\uff0c\u4e00\u7fa4\u300c\u539f\u751f\u5927\u6a21\u578b\u6280\u672f\u4eba\u5458\u300d\u6b63\u6210\u4e3a\u56e2\u961f\u4e2d\u575a\u529b\u91cf\u3002\u8fd9\u4e9b\u4eba\u80fd\u4e22\u6389\u4e4b\u524d\u7684\u6280\u672f\u5305\u88b1\uff0c\u5929\u751f\u4ee5\u5927\u6a21\u578b\u601d\u7ef4\u89e3\u51b3\u95ee\u9898\uff0c\u4eff\u4f5b\u4ece\u4e0d\u62c5\u5fc3\u6280\u672f\u7684\u8fb9\u754c\uff0c\u5728\u4e0d\u77e5\u4e0d\u89c9\u4e2d\u62d3\u5c55\u4e86\u66fe\u7ecf\u7684\u6280\u672f\u8fb9\u754c\u3002\u00a0<\/p>\n

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