{"id":19201,"date":"2025-12-14T07:15:47","date_gmt":"2025-12-14T07:15:47","guid":{"rendered":"https:\/\/goteech.io\/?page_id=19201"},"modified":"2025-12-15T05:39:56","modified_gmt":"2025-12-15T05:39:56","slug":"glossary","status":"publish","type":"page","link":"https:\/\/goteech.io\/zh-hk\/glossary\/","title":{"rendered":"Generative AI Glossary: Essential Definitions | Teech"},"content":{"rendered":"
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\u5fc5\u5099\u7684\u751f\u6210\u5f0f AI \u6838\u5fc3\u8a5e\u5f59\u8868\uff08A\u2013Z\uff09<\/h2>\n\t \n\t \n\t \t
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\u9019\u4efd\u8a5e\u5f59\u8868\u6709\u751a\u9ebc\u7528\uff1f<\/h2>\n\t \n\t \n\t \t
\u8fd1\u4f86\u5de5\u4f5c\u5c0d\u8a71\u662f\u5426\u7a81\u7136\u5145\u6eff\u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08Generative AI\uff09\u300d\u3001\u300c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u300d\u3001\u300c\u63d0\u793a\uff08Prompting\uff09\u300d\u548c\u300c\u6df1\u5ea6\u5b78\u7fd2\uff08Deep Learning\uff09\u300d\u7b49\u8a5e\u8a9e\uff0c\u800c\u4e14\u6bcf\u500b\u4eba\u7406\u89e3\u90fd\u4e0d\u592a\u4e00\u6a23\uff1f\u672c\u5165\u9580\u8a5e\u5f59\u8868\u628a\u5e38\u898b\u7528\u8a9e\u8b1b\u6e05\u695a\u3001\u7528\u6cd5\u5c0d\u9f4a\uff0c\u8b93\u5718\u968a\u80fd\u7528\u540c\u4e00\u5957\u8a9e\u8a00\u8ac7 AI\uff0c\u4e26\u66f4\u6709\u628a\u63e1\u5730\u843d\u5730\u4f7f\u7528\u3002<\/br><\/br>\n\n\u6211\u5011\u6574\u7406\u4e86\u5718\u968a\u65e5\u5e38\u6700\u5e38\u7528\u3001\u6700\u5be6\u7528\u7684\u4e00\u6279 AI \u8a5e\u8a9e\uff0c\u91cd\u9ede\u4e0d\u5728\u300c\u5b78\u8853\u5b9a\u7fa9\u300d\uff0c\u800c\u5728\u5b83\u5011\u5728\u5be6\u969b\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u610f\u601d\uff1a\u5728\u540c\u4e00\u5730\u65b9\u5354\u4f5c\u3001\u8de8\u6a21\u578b\u6bd4\u8f03\u7b54\u6848\u3001\u5171\u7528\u63d0\u793a\u7bc4\u672c\u3001\u7d50\u5408\u6587\u4ef6\u8207\u7db2\u4e0a\u4f86\u6e90\uff0c\u4ee5\u53ca\u628a\u77e5\u8b58\u6709\u7cfb\u7d71\u5730\u6574\u7406\u548c\u6c89\u6fb1\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u9a57\u8b49\uff08Validation\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u8fd1\u5074\u767c\u5c55\u5340\u9593\uff08ZPD\uff09<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u8fd1\u5074\u767c\u5c55\u5340\u9593\uff08ZPD\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
\n\t\t\t
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\n\t \n\t \t

AI \u9053\u5fb7\u8cac\u4efb\u8207\u7ba1\u6cbb<\/h2>\n\t \n\t \n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u64ec\u4eba\u5316\uff08Anthropomorphism\uff09<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u64ec\u4eba\u5316\uff08Anthropomorphism\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u8ca0\u8cac\u4efb AI \u6210\u719f\u5ea6\u6a21\u578b<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u8ca0\u8cac\u4efb AI \u6210\u719f\u5ea6\u6a21\u578b<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u53ef\u89e3\u91cb AI\uff08XAI\uff09<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u53ef\u89e3\u91cb AI\uff08XAI\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u4eba\u985e\u5be9\u6838\u4ecb\u5165\uff08HITL\uff09<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u4eba\u985e\u5be9\u6838\u4ecb\u5165\uff08HITL\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u6a5f\u5668\u5b78\u7fd2\u504f\u898b<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u6a5f\u5668\u5b78\u7fd2\u504f\u898b<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u63d0\u793a\u9632\u8b77<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u63d0\u793a\u9632\u8b77<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u7d05\u968a\u6e2c\u8a66\uff08Red-teaming\uff09<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u7d05\u968a\u6e2c\u8a66\uff08Red-teaming\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

AI \u5b89\u5168<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

AI \u5b89\u5168<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u6709\u5bb3\u5167\u5bb9\uff08Toxicity\uff09<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u6709\u5bb3\u5167\u5bb9\uff08Toxicity\uff09<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u900f\u660e\u5ea6<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u900f\u660e\u5ea6<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n
\n \n
<\/i><\/div>

\u96f6\u6578\u64da\u4fdd\u5b58<\/h3><\/div>
<\/i><\/div><\/div>\n
\n

\u96f6\u6578\u64da\u4fdd\u5b58<\/h3> <\/div>\n <\/div>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\u7acb\u5373\u9ad4\u9a57<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t \n\t \t

\u53ea\u9700\u4e00\u500b\u8a02\u95b1\uff0c\u5c31\u80fd\u5728\u540c\u4e00\u5e73\u53f0\u4f7f\u7528\u6700\u65b0\u6700\u71b1\u9580\u7684 AI \u6a21\u578b<\/h2>\n\t \n\t \n\t \t
\u540c\u4e00\u500b\u5c0d\u8a71\u5c31\u80fd\u5207\u63db\u4e0d\u540c LLM\uff0c\u6574\u5408\u5404\u985e\u63d0\u793a\u8a5e\u548c\u5de5\u4f5c\u6d41\u7a0b\uff0c\u8b93\u5718\u968a\u6e1b\u5c11\u5c0d\u591a\u500b\u5206\u6563 AI \u5de5\u5177\u7684\u4f9d\u8cf4\uff0c\u540c\u6642\u66f4\u597d\u5730\u63a7\u5236\u53ca\u964d\u4f4e\u6574\u9ad4\u6210\u672c<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\n \n \u958b\u59cb\u4f7f\u7528 <\/span>\n <\/a>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t \n\t \t

\u64ec\u4eba\u5316\uff08Anthropomorphism\uff09<\/h2>\n\t \n\t \n\t \t
\u64ec\u4eba\u5316\u662f\u6307\u628a AI \u7576\u6210\u300c\u6709\u601d\u60f3\u7684\u4eba\u300d\u4f86\u7406\u89e3\uff0c\u4ee5\u70ba\u5b83\u6709\u60c5\u7dd2\u3001\u6709\u610f\u5716\u3001\u6703\u76f8\u4fe1\u67d0\u4e9b\u4e8b\uff0c\u751a\u81f3\u300c\u771f\u7684\u7406\u89e3\u300d\u4f60\u5728\u8aaa\u751a\u9ebc\u3002\u56e0\u70ba\u73fe\u4ee3 AI \u6587\u5b57\u5f88\u6d41\u66a2\uff0c\u6703\u9053\u6b49\u3001\u6703\u958b\u73a9\u7b11\u3001\u8a9e\u6c23\u53c8\u81ea\u4fe1\uff0c\u5bb9\u6613\u4ee4\u4eba\u8aa4\u4ee5\u70ba\u80cc\u5f8c\u6709\u300c\u4e00\u500b\u61c2\u4f60\u7684\u4eba\u300d\u3002\u4f46 AI \u4e26\u6c92\u6709\u60c5\u7dd2\u3001\u76ee\u6a19\u6216\u73fe\u5be6\u4e16\u754c\u7684\u8a8d\u77e5\uff1b\u5b83\u53ea\u662f\u6839\u64da\u8f38\u5165\u5167\u5bb9\u548c\u8a13\u7df4\u6240\u5b78\uff0c\u751f\u6210\u6700\u53ef\u80fd\u7684\u6587\u5b57\u8f38\u51fa\u3002\u9019\u7a2e\u300c\u807d\u8d77\u4f86\u50cf\u61c2\u3001\u5be6\u969b\u4e0a\u53ea\u662f\u751f\u6210\u300d\u7684\u843d\u5dee\uff0c\u6700\u5bb9\u6613\u9020\u6210\u904e\u5ea6\u4fe1\u4efb\u3001\u628a\u8a9e\u6c23\u7576\u6210\u610f\u5716\uff0c\u6216\u4ee5\u70ba\u5b83\u300c\u77e5\u9053\u300d\u5176\u5be6\u672a\u5fc5\u77e5\u9053\u7684\u4e8b\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u628a\u8f38\u51fa\u7576\u4f5c\u521d\u7a3f\uff1b\u6838\u5c0d\u4e8b\u5be6\u3001\u6578\u5b57\u53ca\u6d89\u53ca\u653f\u7b56\uff0f\u5408\u898f\u7684\u5167\u5bb9\u3002\u98a8\u96aa\u9ad8\u6642\uff0c\u8981\u6c42\u5217\u51fa\u5047\u8a2d\u3001\u4f9d\u64da\u6216\u4f86\u6e90\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u5728\u57f9\u8a13\uff0f\u5c0e\u5165\u6642\u5148\u8a02\u597d\u4f7f\u7528\u671f\u671b\uff1b\u907f\u514d\u4ecb\u9762\u6587\u6848\u6697\u793a AI\u300c\u6709\u60c5\u7dd2\uff0f\u6709\u610f\u5716\u300d\uff1b\u5c0d\u9ad8\u5f71\u97ff\u5167\u5bb9\u52a0\u5165\u8986\u6838\u6d41\u7a0b\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t \n\t \t

\u4eba\u5de5\u667a\u80fd<\/h2>\n\t \n\t \n\t \t
\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u662f\u7e3d\u7a31\uff0c\u6307\u8b93\u6a5f\u5668\u505a\u5230\u4e00\u4e9b\u300c\u901a\u5e38\u9700\u8981\u4eba\u8166\u300d\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7406\u89e3\u8a9e\u8a00\u3001\u8fa8\u8b58\u6a21\u5f0f\u3001\u5f9e\u8cc7\u6599\u4e2d\u5b78\u7fd2\u548c\u4f5c\u51fa\u5224\u65b7\u3002\u5b83\u65e2\u53ef\u4ee5\u662f\u50b3\u7d71\u7684\u898f\u5247\u7cfb\u7d71\uff0c\u4e5f\u53ef\u4ee5\u662f\u4ee5\u5927\u91cf\u8cc7\u6599\u8a13\u7df4\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3002\u751f\u6210\u5f0f AI\uff08Generative AI\uff09\u662f\u5176\u4e2d\u4e00\u985e\uff0c\u91cd\u9ede\u5728\u65bc\u7522\u751f\u65b0\u5167\u5bb9\uff08\u6587\u5b57\u3001\u5716\u50cf\u3001\u7a0b\u5f0f\u78bc\uff09\uff1b\u5176\u4ed6 AI \u5247\u504f\u5411\u9810\u6e2c\u3001\u5206\u985e\u6216\u6700\u4f73\u5316\u3002\u5c0d\u8077\u5834\u800c\u8a00\uff0c\u66f4\u5be6\u7528\u7684\u7406\u89e3\u662f\uff1aAI \u662f\u4e00\u5c64\u80fd\u529b\uff0c\u7528\u4f86\u52a0\u5feb\u601d\u8003\u8207\u57f7\u884c\uff0c\u4f8b\u5982\u505a\u6458\u8981\u3001\u8d77\u8349\u521d\u7a3f\u3001\u64f7\u53d6\u91cd\u9ede\u3001\u5354\u52a9\u66f4\u5feb\u627e\u5230\u6240\u9700\u77e5\u8b58\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u66f4\u5feb\u5b8c\u6210\u521d\u7a3f\u3001\u6458\u8981\u3001\u7814\u7a76\uff0f\u65b9\u6848\u5927\u7db1\uff0c\u4ee5\u53ca\u300c\u4e0b\u4e00\u6b65\u5efa\u8b70\u300d\uff0c\u5c24\u5176\u7576\u4f60\u63d0\u4f9b\u8db3\u5920\u8108\u7d61\u548c\u6e05\u6670\u9650\u5236\u6642\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u6700\u5927\u56de\u5831\u901a\u5e38\u4f86\u81ea\u53ef\u91cd\u8907\u7684\u6d41\u7a0b\uff0b\u6a19\u6e96\uff08\u7bc4\u672c\u3001\u5be9\u6838\u898f\u5247\u3001\u300c\u8a8d\u53ef\u4f86\u6e90\u300d\uff09\uff0c\u800c\u975e\u96f6\u6563\u7684\u4e00\u6b21\u6027\u63d0\u793a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
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\u4eba\u5de5\u795e\u7d93\u7db2\u7d61\uff08ANN\uff09<\/h2>\n\t \n\t \n\t \t
\u4eba\u5de5\u795e\u7d93\u7db2\u7d61\uff08ANN\uff09\u662f\u4e00\u7a2e\u53d7\u5927\u8166\u795e\u7d93\u5143\u9023\u7d50\u65b9\u5f0f\u555f\u767c\u7684\u6a21\u578b\u3002\u5b83\u7531\u591a\u5c64\u8a08\u7b97\u55ae\u5143\u7d44\u6210\uff0c\u900f\u904e\u8a13\u7df4\u8abf\u6574\u6b0a\u91cd\uff0c\u5b78\u6703\u628a\u8f38\u5165\uff08\u4f8b\u5982\u6587\u5b57\u6216\u7279\u5fb5\uff09\u8f49\u63db\u6210\u8f38\u51fa\uff08\u4f8b\u5982\u5206\u985e\u6216\u751f\u6210\u5167\u5bb9\uff09\u3002\u4f60\u53ef\u628a\u5b83\u7406\u89e3\u70ba\u300c\u5f9e\u5927\u91cf\u4f8b\u5b50\u4e2d\u5b78\u6a21\u5f0f\u300d\u7684\u5f15\u64ce\uff1a\u5b83\u80fd\u5b78\u5230\u8a5e\u8a9e\u8207\u542b\u7fa9\u3001\u7279\u5fb5\u8207\u7d50\u679c\u3001\u7d50\u69cb\u8207\u98a8\u683c\u4e4b\u9593\u7684\u95dc\u4fc2\u3002\u6df1\u5ea6\u5b78\u7fd2\uff08Deep Learning\uff09\u548c\u591a\u6578\u751f\u6210\u5f0f\u6a21\u578b\u90fd\u4ee5\u795e\u7d93\u7db2\u7d61\u70ba\u57fa\u790e\uff0c\u56e0\u70ba\u5b83\u80fd\u8868\u9054\u5f88\u8907\u96dc\u7684\u6a21\u5f0f\u3002\u4e0d\u904e\u5b83\u4e26\u4e0d\u6703\u50cf\u4eba\u4e00\u6a23\u300c\u7406\u89e3\u300d\uff1b\u7576\u8108\u7d61\u4e0d\u8db3\u6216\u554f\u984c\u542b\u7cca\u6642\uff0c\u4ecd\u53ef\u80fd\u751f\u6210\u770b\u4f3c\u5408\u7406\u4f46\u4e0d\u6e96\u78ba\u7684\u5167\u5bb9\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u5f88\u9069\u5408\u505a\u6458\u8981\u3001\u6539\u5beb\u3001\u64f7\u53d6\u91cd\u9ede\u548c\u5206\u985e\uff1b\u4f46\u7576\u7d30\u7bc0\u4e0d\u6e05\u6670\u3001\u6216\u9700\u8981\u300c\u96f6\u932f\u8aa4\u300d\u4e14\u7f3a\u4e4f\u4f86\u6e90\u6642\uff0c\u53ef\u9760\u6027\u6703\u4e0b\u964d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u53ef\u9760\u6027\u4e3b\u8981\u4f86\u81ea\u7cfb\u7d71\u8a2d\u8a08\uff0c\u4f8b\u5982\u628a\u56de\u7b54\u300c\u6709\u6839\u6709\u64da\u300d\u5730\u9023\u7d50\u8cc7\u6599\uff08grounding\uff09\u3001\u52a0\u5165\u9650\u5236\u3001\u5efa\u7acb\u8a55\u4f30\u8207\u56de\u994b\u8ff4\u8def\uff0c\u800c\u4e0d\u53ea\u662f\u6a21\u578b\u7a2e\u985e\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u589e\u5f37\u5f0f\u667a\u80fd\uff08Augmented Intelligence\uff09<\/h2>\n\t \n\t \n\t \t
\u589e\u5f37\u5f0f\u667a\u80fd\u662f\u6307\u904b\u7528 AI \u4f86\u653e\u5927\u4eba\u7684\u5de5\u4f5c\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u53d6\u4ee3\u4eba\u3002AI \u8ca0\u8cac\u6a5f\u5668\u64c5\u9577\u7684\u4e8b\uff0c\u4f8b\u5982\u5feb\u901f\u8655\u7406\u5927\u91cf\u8cc7\u8a0a\u3001\u7522\u751f\u521d\u7a3f\u3001\u627e\u51fa\u6a21\u5f0f\u3001\u91cd\u6574\u683c\u5f0f\uff1b\u4eba\u5247\u8ca0\u8cac\u4eba\u64c5\u9577\u7684\u4e8b\uff0c\u4f8b\u5982\u5224\u65b7\u3001\u8108\u7d61\u7406\u89e3\u3001\u502b\u7406\u53d6\u6368\u3001\u512a\u5148\u6b21\u5e8f\u8207\u8cac\u4efb\u627f\u64d4\u3002\u5728\u8077\u5834\u4e2d\uff0c\u9019\u7a2e\u89c0\u5ff5\u5f88\u5be6\u7528\uff0c\u56e0\u70ba\u5b83\u80fd\u907f\u514d\u300c\u81ea\u52d5\u5316\u9677\u9631\u300d\uff0c\u628a AI \u7576\u6210\u6c38\u9060\u6b63\u78ba\u3002\u76f8\u53cd\uff0cAI \u6703\u6210\u70ba\u9ad8\u6548\u7387\u7684\u5354\u4f5c\u5925\u4f34\uff0c\u8655\u7406\u7e41\u7463\u4e14\u8017\u6642\u7684\u90e8\u5206\uff0c\u4f8b\u5982\u628a\u96f6\u6563\u7b46\u8a18\u6574\u7406\u6210\u7d50\u69cb\u5316\u6587\u4ef6\u3001\u6bd4\u8f03\u591a\u500b\u65b9\u6848\u3001\u7e3d\u7d50\u5197\u9577\u8a0e\u8ad6\uff0c\u6216\u7522\u751f\u591a\u500b\u7248\u672c\u4f9b\u5be9\u95b1\u3002\u6700\u7d42\u76ee\u6a19\u4e0d\u662f\u300cAI \u4ee3\u4f60\u6c7a\u5b9a\u300d\uff0c\u800c\u662f\u300c\u4eba\u7528\u66f4\u597d\u7684\u8f38\u5165\uff0c\u66f4\u5feb\u4f5c\u51fa\u6c7a\u5b9a\u300d\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u5148\u7528 AI \u8fc5\u901f\u7522\u51fa\u9ad8\u8cea\u7d20\u521d\u7a3f\uff0c\u518d\u4ee5\u5c08\u696d\u5224\u65b7\u6838\u5c0d\u3001\u4fee\u8a02\u8207\u5b9a\u7a3f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u6e05\u695a\u754c\u5b9a AI \u53ef\u8d77\u8349\u3001\u4ee5\u53ca\u5fc5\u9808\u7531\u4eba\u6279\u6838\u7684\u7bc4\u570d\uff08\u4f8b\u5982\u5c0d\u5916\u6e9d\u901a\u3001\u653f\u7b56\u3001\u8cc7\u8a0a\u4fdd\u5b89\uff09\uff0c\u4e26\u660e\u78ba\u8cac\u4efb\u6b78\u5c6c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u4e0a\u4e0b\u6587\u8996\u7a97\uff08Context Window\uff09<\/h2>\n\t \n\t \n\t \t
\u4e0a\u4e0b\u6587\u8996\u7a97\u662f\u6307 AI \u6a21\u578b\u5728\u751f\u6210\u56de\u8986\u6642\uff0c\u80fd\u540c\u6642\u300c\u7559\u610f\u300d\u7684\u8cc7\u8a0a\u91cf\u3002\u5b83\u901a\u5e38\u5305\u62ec\u4f60\u7684\u63d0\u793a\u3001\u4ecd\u5728\u7bc4\u570d\u5167\u7684\u5c0d\u8a71\u7d00\u9304\uff0c\u6709\u6642\u4ea6\u5305\u62ec\u6a21\u578b\u5148\u524d\u7684\u56de\u8986\u3002\u7576\u8f38\u5165\u6216\u5c0d\u8a71\u5167\u5bb9\u8d85\u51fa\u9019\u500b\u7bc4\u570d\u6642\uff0c\u6a21\u578b\u4fbf\u96e3\u4ee5\u53ef\u9760\u5730\u9867\u53ca\u8f03\u65e9\u7684\u5167\u5bb9\uff0c\u53ef\u80fd\u5fd8\u8a18\u5148\u524d\u9650\u5236\u3001\u524d\u5f8c\u77db\u76fe\uff0c\u6216\u6f0f\u6389\u65e9\u524d\u63d0\u53ca\u7684\u91cd\u8981\u7d30\u7bc0\u3002\u56e0\u6b64\uff0c\u9577\u4e14\u96dc\u4e82\u7684\u5c0d\u8a71\u4e32\u5f88\u5bb9\u6613\u8d70\u984c\u3002\u5728\u5be6\u969b\u5de5\u4f5c\u4e2d\uff0c\u4e0a\u4e0b\u6587\u8996\u7a97\u662f\u4e00\u9805\u95dc\u9375\u7684\u8a2d\u8a08\u9650\u5236\uff1a\u5373\u4f7f\u6a21\u578b\u80fd\u529b\u5f88\u5f37\uff0c\u82e5\u5728\u9700\u8981\u6642\u770b\u4e0d\u5230\u6b63\u78ba\u8cc7\u8a0a\uff0c\u8868\u73fe\u4ecd\u6703\u660e\u986f\u4e0b\u964d\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u8a71\u5f0f AI<\/h2>\n\t \n\t \n\t \t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u6700\u4f73\u6210\u679c\u5f80\u5f80\u4f86\u81ea\u9010\u6b65\u8fed\u4ee3\u7684\u63d0\u793a\uff0c\u4f8b\u5982\u5148\u8981\u9078\u9805\u3001\u518d\u8a55\u8ad6\u3001\u8abf\u6574\u8a9e\u6c23\u3001\u88dc\u5145\u9650\u5236\uff0c\u4e26\u8981\u6c42\u4ee5\u7d50\u69cb\u5316\u683c\u5f0f\u8f38\u51fa\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u628a\u5e38\u898b\u5c0d\u8a71\u5de5\u4f5c\u6d41\u6a19\u6e96\u5316\uff08\u5982\u6703\u8b70\u7d00\u8981\u3001SOP \u521d\u7a3f\u3001\u7814\u7a76\u7c21\u5831\uff09\uff0c\u4e26\u6e05\u695a\u5b9a\u7fa9\u53ef\u7528\u6578\u64da\u8207\u6b0a\u9650\u908a\u754c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u6df1\u5ea6\u5b78\u7fd2<\/h2>\n\t \n\t \n\t \t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u7528\u6df1\u5ea6\u5b78\u7fd2\u5de5\u5177\u52a0\u901f\u8d77\u8349\u8207\u7d9c\u5408\u6574\u7406\uff0c\u4f46\u8981\u6838\u5c0d\u4e8b\u5be6\u6027\u5167\u5bb9\uff0c\u4e26\u628a\u8f38\u51fa\u8996\u70ba\u8f14\u52a9\uff0c\u800c\u975e\u6b0a\u5a01\u7d50\u8ad6\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u8981\u9810\u671f\u8f38\u51fa\u5b58\u5728\u6ce2\u52d5\uff1b\u6295\u8cc7\u5728\u8a55\u4f30\u3001\u8b77\u6b04\u8207\u76e3\u63a7\uff0c\u624d\u80fd\u5728\u771f\u5be6\u4f7f\u7528\u4e2d\u4fdd\u6301\u54c1\u8cea\u7a69\u5b9a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5224\u5225\u5668\uff08Discriminator\uff09<\/h2>\n\t \n\t \n\t \t
\u5728\u751f\u6210\u5c0d\u6297\u7db2\u7d61\uff08Generative Adversarial Network\uff0cGAN\uff09\u4e2d\uff0c\u5224\u5225\u5668\u8ca0\u8cac\u5224\u65b7\u4e00\u500b\u6a23\u672c\u770b\u8d77\u4f86\u662f\u300c\u771f\u5be6\u300d\u9084\u662f\u300c\u751f\u6210\u300d\u3002\u8a13\u7df4\u6642\uff0c\u751f\u6210\u5668\u7522\u751f\u5408\u6210\u8f38\u51fa\uff0c\u5224\u5225\u5668\u5b78\u6703\u8fa8\u8b58\u507d\u9020\uff1b\u751f\u6210\u5668\u518d\u5617\u8a66\u9a19\u904e\u5224\u5225\u5668\u800c\u6301\u7e8c\u6539\u9032\u3002\u9019\u7a2e\u5c0d\u6297\u5f0f\u56de\u994b\u5faa\u74b0\uff0c\u4ee4 GAN \u5728\u67d0\u4e9b\u9818\u57df\u80fd\u7522\u751f\u9ad8\u5ea6\u903c\u771f\u7684\u7d50\u679c\u3002\u5373\u4f7f\u73fe\u4ee3\u751f\u6210\u7cfb\u7d71\u5e38\u7528\u5176\u4ed6\u65b9\u6cd5\uff08\u5982\u64f4\u6563\u6a21\u578b\u6216 Transformer\uff09\uff0c\u5224\u5225\u5668\u6982\u5ff5\u4ecd\u6709\u52a9\u7406\u89e3\u751f\u6210\u8207\u8a55\u5be9\u7684\u5faa\u74b0\uff0c\u4ea6\u53ef\u5957\u7528\u5230\u4eba\u5be9\u6216\u81ea\u52d5\u8cea\u91cf\u6aa2\u67e5\u7684\u6d41\u7a0b\u8a2d\u8a08\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u591a\u5c6c\u80cc\u666f\u77e5\u8b58\uff0c\u4f46\u80fd\u63d0\u9192\u4e00\u500b\u6709\u6548\u505a\u6cd5\uff1a\u5148\u51fa\u521d\u7a3f\uff0c\u518d\u6279\u5224\u3001\u518d\u6539\u9032\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u82e5\u751f\u6210\u5408\u6210\u5a92\u9ad4\u6216\u6578\u64da\uff0c\u9700\u5236\u5b9a\u8cea\u91cf\u6aa2\u67e5\u3001\u4f86\u6e90\u8207\u53ef\u8ffd\u6eaf\u898f\u5247\uff0c\u4ee5\u53ca\u9632\u6feb\u7528\u63aa\u65bd\uff0c\u800c\u4e0d\u53ea\u8ffd\u6c42\u903c\u771f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u8ca0\u8cac\u4efb AI \u6210\u719f\u5ea6\u6a21\u578b<\/h2>\n\t \n\t \n\t \t
\u9019\u662f\u4e00\u5957\u7528\u4f86\u8a55\u4f30\u7d44\u7e54\u5982\u4f55\u96a8\u6642\u9593\u7ba1\u7406\u8ca0\u8cac\u4efb AI \u7684\u6846\u67b6\u3002\u5b83\u4e0d\u628a\u502b\u7406\u8996\u70ba\u4e00\u6b21\u6027\u6e05\u55ae\uff0c\u800c\u662f\u62c6\u6210\u4e00\u7cfb\u5217\u9700\u8981\u9010\u6b65\u6210\u719f\u7684\u80fd\u529b\uff0c\u4f8b\u5982\u6cbb\u7406\u3001\u6587\u4ef6\u5316\u3001\u79c1\u96b1\u63a7\u5236\u3001\u504f\u5dee\u6e2c\u8a66\u3001\u4eba\u985e\u5be9\u6838\u3001\u4e8b\u4ef6\u61c9\u5c0d\u8207\u6301\u7e8c\u76e3\u63a7\u3002\u65e9\u671f\u6210\u719f\u5ea6\u5e38\u898b\u65bc\u57fa\u672c\u898f\u5247\u8207\u57f9\u8a13\uff1b\u66f4\u9ad8\u6210\u719f\u5ea6\u5247\u52a0\u5165\u91cf\u5ea6\u3001\u5be9\u8a08\u8207\u6e05\u6670\u7684\u554f\u8cac\u3002\u5728\u8077\u5834 AI \u5834\u666f\u4e2d\uff0c\u6210\u719f\u5ea6\u5f88\u91cd\u8981\uff0c\u56e0\u70ba\u54e1\u5de5\u6703\u5728\u4e0d\u540c\u8108\u7d61\u4f7f\u7528 AI\uff0c\u800c\u98a8\u96aa\u6703\u96a8\u6578\u64da\u654f\u611f\u5ea6\u8207\u932f\u8aa4\u5f8c\u679c\u800c\u6539\u8b8a\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u6e05\u6670\u653f\u7b56\u80fd\u6e1b\u5c11\u4e0d\u78ba\u5b9a\u6027\uff0c\u4f8b\u5982\u751a\u9ebc\u53ef\u4ee5\u5206\u4eab\u3001\u4f55\u6642\u9700\u8981\u5217\u51fa\u4f86\u6e90\u3001\u4f55\u6642\u61c9\u5347\u7d1a\u8655\u7406\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u5148\u5efa\u7acb\u8b77\u6b04\u8207\u6559\u80b2\uff0c\u518d\u9010\u6b65\u52a0\u5165\u63a7\u5236\uff08\u6b0a\u9650\u3001\u65e5\u8a8c\u653f\u7b56\u3001\u5be9\u6838\uff09\uff0c\u4e26\u6301\u7e8c\u6e2c\u8a66\u8207\u6539\u9032\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u53ef\u89e3\u91cb AI\uff08XAI\uff09<\/h2>\n\t \n\t \n\t \t
\u53ef\u89e3\u91cb AI\uff08XAI\uff09\u662f\u6307\u8b93 AI \u7684\u8f38\u51fa\u66f4\u5bb9\u6613\u88ab\u7406\u89e3\uff0c\u5354\u52a9\u4eba\u660e\u767d\u6a21\u578b\u70ba\u4f55\u5f97\u51fa\u67d0\u500b\u7d50\u679c\uff0c\u4ee5\u53ca\u54ea\u4e9b\u8cc7\u8a0a\u5f71\u97ff\u4e86\u7d50\u8ad6\u3002\u5728\u751f\u6210\u5f0f AI \u5834\u666f\u4e2d\uff0c\u66f4\u5be6\u7528\u7684\u505a\u6cd5\u901a\u5e38\u5305\u62ec\uff1a\u6e05\u695a\u7684\u7406\u7531\u8aaa\u660e\u3001\u5217\u51fa\u5047\u8a2d\u3001\u6a19\u793a\u4e0d\u78ba\u5b9a\u6027\uff0c\u4ee5\u53ca\u63d0\u4f9b\u53ef\u6838\u5c0d\u7684\u4f86\u6e90\u9023\u7d50\u6216\u6458\u8981\u7247\u6bb5\u3002\u5728\u8077\u5834\u4f7f\u7528\u4e2d\uff0cXAI \u80fd\u964d\u4f4e\u8fd4\u5de5\uff1b\u54e1\u5de5\u80fd\u5feb\u901f\u770b\u61c2\u7406\u64da\u8207\u8b49\u64da\uff0c\u5c31\u80fd\u66f4\u5feb\u6279\u6838\u3001\u4fee\u6539\u6216\u5426\u6c7a\u8f38\u51fa\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u8981\u6c42\u7406\u7531\u8207\u5047\u8a2d\uff0c\u4e26\u512a\u5148\u63a1\u7528\u53ef\u5f15\u7528\u6216\u53ef\u6307\u5411\u4f86\u6e90\u6750\u6599\u3001\u4fbf\u65bc\u5feb\u901f\u6838\u5c0d\u7684\u8f38\u51fa\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u628a\u89e3\u91cb\u8207\u6709\u6839\u64da\u7684\u5f15\u7528\u914d\u5408\u4f7f\u7528\uff0c\u53ef\u63d0\u5347\u4fe1\u4efb\u3001\u6cbb\u7406\u8207\u9664\u932f\u6548\u7387\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u751f\u6210\u5c0d\u6297\u7db2\u7d61\uff08GAN\uff09<\/h2>\n\t \n\t \n\t \t
GAN \u662f\u4e00\u7a2e\u751f\u6210\u5f0f\u6a21\u578b\uff0c\u7531\u5169\u500b\u795e\u7d93\u7db2\u7d61\u4ee5\u5c0d\u6297\u65b9\u5f0f\u5171\u540c\u8a13\u7df4\uff1a\u4e00\u500b\u8ca0\u8cac\u751f\u6210\u5408\u6210\u5167\u5bb9\uff0c\u53e6\u4e00\u500b\u8ca0\u8cac\u5224\u65b7\u5167\u5bb9\u662f\u771f\u5be6\u9084\u662f\u507d\u9020\u3002\u900f\u904e\u9019\u500b\u300c\u5c0d\u6297\u300d\u5faa\u74b0\uff0c\u751f\u6210\u7aef\u6703\u9010\u6b65\u5b78\u6703\u7522\u51fa\u66f4\u903c\u771f\u7684\u6a23\u672c\u3002GAN \u66fe\u662f\u751f\u6210\u5f71\u50cf\u8207\u5408\u6210\u6578\u64da\u7684\u91cd\u8981\u7a81\u7834\uff1b\u4eca\u5929\u4ecd\u662f\u591a\u7a2e\u751f\u6210\u65b9\u6cd5\u4e4b\u4e00\uff08\u5be6\u52d9\u4e0a\u6703\u6309\u554f\u984c\u9078\u64c7\u4e0d\u540c\u8def\u5f91\uff09\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u6709\u52a9\u7406\u89e3\u67d0\u4e9b\u5408\u6210\u5a92\u9ad4\uff0f\u6578\u64da\u5982\u4f55\u7522\u751f\uff0c\u4e5f\u63d0\u9192\u300c\u770b\u8d77\u4f86\u903c\u771f\u300d\u4e0d\u7b49\u65bc\u300c\u4e00\u5b9a\u771f\u5be6\u300d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u82e5\u4f7f\u7528\u5408\u6210\u5167\u5bb9\uff0c\u9700\u6709\u8cea\u6aa2\u3001\u4f86\u6e90\u8ffd\u6eaf\u8207\u9632\u6feb\u7528\u6a5f\u5236\uff0c\u800c\u4e0d\u53ea\u8ffd\u6c42\u8996\u89ba\u6548\u679c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u751f\u6210\u5f0f AI<\/h2>\n\t \n\t \n\t \t
\u751f\u6210\u5f0f AI \u662f AI \u7684\u4e00\u500b\u5206\u652f\uff0c\u91cd\u9ede\u5728\u65bc\u6839\u64da\u8a13\u7df4\u6578\u64da\u5b78\u5230\u7684\u6a21\u5f0f\uff0c\u7522\u751f\u65b0\u5167\u5bb9\uff0c\u4f8b\u5982\u6587\u5b57\u3001\u5716\u50cf\u3001\u8072\u97f3\u6216\u7a0b\u5f0f\u78bc\u3002\u5b83\u4e0d\u53ea\u662f\u5206\u985e\u6216\u9810\u6e2c\uff0c\u4ea6\u80fd\u8d77\u8349\u3001\u6539\u5beb\u3001\u6458\u8981\u3001\u8166\u529b\u6fc0\u76ea\uff0c\u4e26\u628a\u8cc7\u8a0a\u8f49\u63db\u6210\u66f4\u6709\u7528\u7684\u683c\u5f0f\u3002\u5728\u8077\u5834\u4e2d\uff0c\u6700\u5927\u5f71\u97ff\u662f\u52a0\u901f\u77e5\u8b58\u5de5\u4f5c\uff1a\u628a\u96dc\u4e82\u8f38\u5165\uff08\u7b46\u8a18\u3001\u6587\u4ef6\u3001\u8a0e\u8ad6\u4e32\uff09\u6574\u7406\u6210\u7d50\u69cb\u5316\u8f38\u51fa\uff08\u7c21\u5831\u3001\u8a08\u5283\u3001FAQ\u3001\u6587\u6848\u8349\u7a3f\uff09\u3002\u4f46\u4ee3\u50f9\u662f\u8f38\u51fa\u53ef\u80fd\u300c\u770b\u4f3c\u5408\u7406\u4f46\u4e0d\u6b63\u78ba\u300d\uff0c\u56e0\u6b64\u9700\u8981\u53ef\u9760\u6027\u505a\u6cd5\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u5148\u7528\u5b83\u5feb\u901f\u505a\u51fa\u9ad8\u8cea\u7d20\u521d\u7a3f\uff0c\u518d\u6838\u5c0d\u4e8b\u5be6\u3001\u8abf\u6574\u8a9e\u6c23\uff0c\u6700\u5f8c\u7528\u4f60\u7684\u5224\u65b7\u5b9a\u7a3f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u628a\u5b83\u8996\u70ba\u751f\u7522\u529b\u5c64\uff1a\u512a\u5148\u6a19\u6e96\u5316\u9ad8\u56de\u5831\u6d41\u7a0b\uff08\u6458\u8981\u3001\u8d77\u8349\u3001\u5206\u6790\uff09\uff0c\u4e26\u70ba\u9ad8\u98a8\u96aa\u5167\u5bb9\u8a2d\u7acb\u6e05\u6670\u5be9\u6838\u898f\u5247\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u751f\u6210\u5668\uff08Generator\uff09<\/h2>\n\t \n\t \n\t \t
\u5728 GAN \u4e2d\uff0c\u751f\u6210\u5668\u8ca0\u8cac\u628a\u96dc\u8a0a\u6216\u8d77\u59cb\u8f38\u5165\u8f49\u63db\u6210\u5408\u6210\u8f38\u51fa\uff08\u4f8b\u5982\u5f71\u50cf\uff09\u3002\u5b83\u900f\u904e\u53cd\u8986\u8fed\u4ee3\u5b78\u7fd2\uff1a\u7576\u5224\u5225\u5668\u6210\u529f\u8fa8\u8b58\u507d\u9020\u6642\uff0c\u751f\u6210\u5668\u5c31\u66f4\u65b0\uff0c\u4ee4\u8f38\u51fa\u66f4\u96e3\u88ab\u5206\u8fa8\u3002\u5373\u4f7f\u4f60\u4e0d\u6703\u89aa\u81ea\u5efa\u7acb GAN\uff0c\u300c\u751f\u6210\u5668\u300d\u4ecd\u662f\u8077\u5834 AI \u7684\u597d\u6bd4\u55bb\uff1a\u5275\u4f5c\u8981\u8b8a\u597d\uff0c\u9700\u8981\u5f37\u800c\u6709\u529b\u7684\u56de\u994b\uff0c\u4e0d\u8ad6\u662f\u81ea\u52d5\u6aa2\u67e5\u3001\u98a8\u683c\u9650\u5236\u6216\u4eba\u985e\u5be9\u95b1\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u7528\u300c\u521d\u7a3f > \u56de\u994b > \u6539\u826f\u5f8c\u521d\u7a3f\u300d\u7684\u65b9\u5f0f\u5de5\u4f5c\uff1b\u6279\u5224\u8207\u4fee\u8a02\u6bd4\u76f4\u63a5\u63a5\u53d7\u7b2c\u4e00\u7248\u66f4\u6709\u6548\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u5efa\u7acb\u56de\u994b\u8ff4\u8def\uff08\u7bc4\u672c\u3001\u8a55\u5206\u6e96\u5247\u3001\u6279\u6838\u6d41\u7a0b\uff09\uff0c\u8b93\u751f\u6210\u54c1\u8cea\u96a8\u6642\u9593\u63d0\u5347\uff0c\u800c\u975e\u9577\u671f\u4e0d\u4e00\u81f4\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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GPT<\/h2>\n\t \n\t \n\t \t
GPT \u662f\u300cGenerative Pre-trained Transformer\u300d\u7684\u7e2e\u5beb\uff0c\u6307\u4e00\u985e\u4ee5 Transformer \u67b6\u69cb\u70ba\u57fa\u790e\u7684\u8a9e\u8a00\u6a21\u578b\uff1a\u5148\u4ee5\u5927\u91cf\u6587\u5b57\u9032\u884c\u300c\u9810\u8a13\u7df4\u300d\uff0c\u518d\u7528\u65bc\u751f\u6210\u6216\u8f49\u63db\u8a9e\u8a00\uff0c\u4f8b\u5982\u5beb\u4f5c\u3001\u6458\u8981\u3001\u56de\u7b54\u554f\u984c\u7b49\u3002GPT \u985e\u6a21\u578b\u591a\u70ba\u901a\u7528\u578b\u5f37\u8005\uff0c\u56e0\u70ba\u9810\u8a13\u7df4\u5b78\u5230\u5ee3\u6cdb\u8a9e\u8a00\u6a21\u5f0f\uff0c\u800c\u5f8c\u7e8c\u7684\u8abf\u6574\uff0f\u6307\u4ee4\u5316\u80fd\u4ee4\u5b83\u66f4\u8cbc\u8fd1\u5be6\u969b\u4efb\u52d9\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u7279\u5225\u9069\u5408\u5beb\u4f5c\u8207\u91cd\u6574\u5167\u5bb9\uff08\u8d77\u8349\u3001\u6539\u5beb\u3001\u6458\u8981\uff09\uff0c\u4f46\u8981\u63d0\u4f9b\u6e05\u6670\u9650\u5236\u8207\u7bc4\u4f8b\uff0c\u6548\u679c\u624d\u7a69\u5b9a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u9078\u6a21\u578b\u8981\u770b\u80fd\u529b\u8207\u71df\u904b\u5339\u914d\uff08\u6210\u672c\u3001\u5ef6\u9072\u3001\u79c1\u96b1\u8981\u6c42\uff0c\u4ee5\u53ca\u5728\u4f60\u7684\u8b77\u6b04\u4e0b\u8868\u73fe\u662f\u5426\u7a69\u5b9a\uff09\u3002\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u4f9d\u64da\u5316\uff08Grounding\uff09<\/h2>\n\t \n\t \n\t \t
Grounding \u662f\u6307\u628a AI \u7684\u8f38\u51fa\u300c\u9328\u5b9a\u300d\u5728\u53ef\u4fe1\u8cc7\u6599\u4e4b\u4e0a\uff0c\u4f8b\u5982\u5167\u90e8\u6587\u4ef6\u3001\u5df2\u8a8d\u53ef\u7684\u77e5\u8b58\u5eab\u3001\u8cc7\u6599\u5eab\u6216\u53ef\u6838\u5be6\u7684\u53c3\u8003\u4f86\u6e90\uff0c\u907f\u514d\u6a21\u578b\u88ab\u8feb\u300c\u731c\u300d\u3002\u5728\u8077\u5834\u4e2d\uff0cGrounding \u80fd\u628a\u901a\u7528\u52a9\u7406\u8b8a\u6210\u53ef\u9760\u7684\u5de5\u4f5c\u52a9\u7406\uff1a\u5728\u9700\u8981\u6642\u5f15\u7528\u6b63\u78ba\u6750\u6599\u3002\u826f\u597d\u7684 Grounding \u5f80\u5f80\u5305\u62ec\uff1a\u6aa2\u7d22\u76f8\u95dc\u7247\u6bb5\u3001\u628a\u6a21\u578b\u56de\u7b54\u9650\u5236\u5728\u9019\u4e9b\u4f86\u6e90\u5167\uff0c\u4e26\u8b93\u4eba\u5bb9\u6613\u6838\u5c0d\u5b83\u4f9d\u8cf4\u4e86\u751a\u9ebc\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u82e5\u6e96\u78ba\u6027\u91cd\u8981\uff0c\u8acb\u9644\u4e0a\u4f86\u6e90\u6587\u4ef6\uff08\u6216\u95dc\u9375\u7bc0\u9304\uff09\uff0c\u4e26\u8981\u6c42 AI \u53ea\u6839\u64da\u63d0\u4f9b\u5167\u5bb9\u4f5c\u7b54\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> Grounding \u662f\u9ad8\u69d3\u687f\u7684\u53ef\u9760\u6027\u5347\u7d1a\u4e4b\u4e00\uff1b\u914d\u5408\u6b0a\u9650\u8207\u8a8d\u53ef\u4f86\u6e90\uff0c\u80fd\u6709\u6548\u6e1b\u5c11\u5e7b\u89ba\u8207\u8fd4\u5de5\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5e7b\u89ba<\/h2>\n\t \n\t \n\t \t
\u5e7b\u89ba\u662f\u6307 AI \u751f\u6210\u7684\u5167\u5bb9\u807d\u8d77\u4f86\u5f88\u81ea\u4fe1\u3001\u5f88\u901a\u9806\uff0c\u4f46\u5176\u5be6\u4e0d\u6b63\u78ba\u3001\u6191\u7a7a\u634f\u9020\uff0c\u6216\u4e0d\u53d7\u63d0\u4f9b\u8108\u7d61\u652f\u6301\u3002\u5b83\u53ef\u80fd\u8868\u73fe\u70ba\u865b\u69cb\u4e8b\u5be6\u3001\u932f\u8aa4\u5f15\u7528\u3001\u634f\u9020\u529f\u80fd\uff0c\u6216\u904e\u5ea6\u80af\u5b9a\u7684\u7d50\u8ad6\u3002\u5e7b\u89ba\u4e4b\u6240\u4ee5\u51fa\u73fe\uff0c\u662f\u56e0\u70ba\u6a21\u578b\u5728\u512a\u5316\u300c\u770b\u8d77\u4f86\u50cf\u5408\u7406\u7684\u7e8c\u5beb\u300d\uff0c\u800c\u4e0d\u662f\u8ffd\u6c42\u771f\u5be6\u3002\u52d9\u5be6\u505a\u6cd5\u662f\u628a\u5e7b\u89ba\u8996\u70ba\u53ef\u9810\u671f\u7684\u5931\u6548\u6a21\u5f0f\uff0c\u4e26\u900f\u904e\u6d41\u7a0b\u8a2d\u8a08\u907f\u514d\u9020\u6210\u5f71\u97ff\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u4e0d\u8981\u628a AI \u8f38\u51fa\u9ed8\u8a8d\u7576\u4e8b\u5be6\uff1b\u8981\u6838\u5c0d\u3001\u8981\u4f86\u6e90\uff0c\u51e1\u662f\u6703\u88ab\u91cd\u7528\u6216\u5c0d\u5916\u5206\u4eab\u7684\u5167\u5bb9\u90fd\u8981\u505a\u5408\u7406\u6027\u6aa2\u67e5\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u4ee5 Grounding\u3001\u7d50\u69cb\u5316\u63d0\u793a\u8207\u5be9\u6838\u95dc\u5361\u964d\u4f4e\u5e7b\u89ba\uff1b\u540c\u6642\u76e3\u63a7\u91cd\u8907\u51fa\u73fe\u7684\u5931\u8aa4\u6a21\u5f0f\uff0c\u7cfb\u7d71\u6027\u4fee\u6b63\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u4eba\u985e\u5be9\u6838\u4ecb\u5165\uff08HITL\uff09<\/h2>\n\t \n\t \n\t \t
HITL \u6307\u5728\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u7531\u4eba\u5be9\u95b1\u3001\u6279\u6838\u6216\u66f4\u6b63 AI \u8f38\u51fa\uff1b\u53ef\u4f5c\u70ba\u56fa\u5b9a\u6b65\u9a5f\uff0c\u6216\u5728\u89f8\u767c\u7279\u5b9a\u98a8\u96aa\u689d\u4ef6\u6642\u624d\u4ecb\u5165\u3002\u505a\u6cd5\u53ef\u4ee5\u5f88\u8f15\u91cf\uff0c\u4f8b\u5982\u767c\u51fa\u524d\u5feb\u901f\u8986\u6838\uff1b\u4ea6\u53ef\u4ee5\u66f4\u6709\u5236\u5ea6\uff0c\u4f8b\u5982\u6279\u6838\u6d41\u7a0b\u3001\u62bd\u6a23\u7a3d\u6838\u3001\u5347\u7d1a\u8655\u7406\u898f\u5247\u3002\u7576\u8f38\u51fa\u6703\u5f71\u97ff\u5c0d\u5916\u6e9d\u901a\u3001\u653f\u7b56\u3001\u8ca1\u52d9\u6c7a\u7b56\u6216\u654f\u611f\u8cc7\u6599\u6642\uff0cHITL \u5c24\u5176\u91cd\u8981\u3002\u76ee\u6a19\u4e0d\u662f\u62d6\u6162\u5718\u968a\uff0c\u800c\u662f\u517c\u9867\u6548\u7387\u8207\u54c1\u8cea\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> AI \u53ef\u52a0\u901f\u8d77\u8349\uff0c\u4f46\u4f60\u662f\u54c1\u8cea\u8cac\u4efb\u4eba\uff1b\u5728\u4ea4\u4ed8\u524d\u9700\u6aa2\u67e5\u6e96\u78ba\u6027\u3001\u8a9e\u6c23\u8207\u5b8c\u6574\u6027\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u6309\u98a8\u96aa\u7a0b\u5ea6\u8a2d\u8a08\u300c\u4eba\u5de5\u76e3\u7763\u95dc\u5361\u300d\uff0c\u4f8b\u5982\u4f4e\u98a8\u96aa\u7684\u5167\u90e8\u7b46\u8a18\u8207\u9ad8\u98a8\u96aa\u7684\u5c0d\u5916\u8a0a\u606f\u63a1\u7528\u4e0d\u540c\u5be9\u6838\u8981\u6c42\uff0c\u4ee4\u6cbb\u7406\u4e00\u81f4\u4e14\u53ef\u64f4\u5c55\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09<\/h2>\n\t \n\t \n\t \t
LLM \u662f\u4ee5\u6d77\u91cf\u6587\u5b57\u8cc7\u6599\u8a13\u7df4\u7684\u6a21\u578b\uff0c\u80fd\u638c\u63e1\u8a9e\u8a00\u6a21\u5f0f\uff0c\u5f9e\u800c\u751f\u6210\u8207\u6539\u5beb\u5167\u5bb9\u3002LLM \u53ef\u7528\u65bc\u6458\u8981\u3001\u89e3\u91cb\u3001\u8d77\u8349\u3001\u7ffb\u8b6f\uff0c\u4ee5\u53ca\u5354\u52a9\u63a8\u7406\u5206\u6790\u7b49\uff0c\u8868\u73fe\u5f80\u5f80\u5f88\u51fa\u8272\u3002\u4e0d\u904e\u5b83\u4ecd\u53d7\u9650\u65bc\u8f38\u5165\u5167\u5bb9\u8207\u4e0a\u4e0b\u6587\u8996\u7a97\uff0c\u82e5\u7f3a\u4e4f\u53ef\u9760\u8cc7\u6599\u4f9d\u64da\u6216\u6838\u5be6\u6a5f\u5236\uff0c\u8f38\u51fa\u4ecd\u53ef\u80fd\u51fa\u932f\u3002\u5728\u8077\u5834\u4f7f\u7528\u4e0a\uff0cLLM \u662f\u6838\u5fc3\u5f15\u64ce\uff1b\u7d50\u679c\u597d\u58de\u5f88\u5927\u7a0b\u5ea6\u53d6\u6c7a\u65bc\u4f60\u63d0\u4f9b\u7684\u8108\u7d61\u3001\u8a2d\u5b9a\u7684\u9650\u5236\uff0c\u4ee5\u53ca\u5f8c\u7e8c\u7684\u6aa2\u67e5\u65b9\u5f0f\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u6a5f\u5668\u5b78\u7fd2<\/h2>\n\t \n\t \n\t \t
\u6a5f\u5668\u5b78\u7fd2\u662f AI \u7684\u4e00\u500b\u5206\u652f\uff0c\u7cfb\u7d71\u900f\u904e\u6578\u64da\u5b78\u7fd2\u6a21\u5f0f\uff0c\u5f9e\u800c\u5728\u7121\u9700\u70ba\u6bcf\u7a2e\u60c5\u6cc1\u624b\u5beb\u898f\u5247\u7684\u524d\u63d0\u4e0b\uff0c\u4f5c\u51fa\u9810\u6e2c\u3001\u6c7a\u7b56\u6216\u5206\u985e\u3002\u5728\u8077\u5834\u4e2d\uff0c\u6a5f\u5668\u5b78\u7fd2\u5e38\u898b\u65bc\u81ea\u52d5\u6574\u7406\u8cc7\u8a0a\u3001\u5075\u6e2c\u8da8\u52e2\u3001\u63a8\u85a6\u4e0b\u4e00\u6b65\u884c\u52d5\uff0c\u6216\u5f9e\u96dc\u4e82\u8f38\u5165\u4e2d\u64f7\u53d6\u7d50\u69cb\u3002\u5b83\u4ea6\u662f\u8a31\u591a\u751f\u6210\u5f0f AI \u80fd\u529b\u7684\u57fa\u790e\uff0c\u56e0\u70ba\u6a21\u578b\u4f9d\u8cf4\u6240\u5b78\u6a21\u5f0f\u4f86\u7522\u751f\u6709\u7528\u8f38\u51fa\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u53ef\u628a\u91cd\u8907\u6027\u7684\u300c\u601d\u8003\u578b\u4efb\u52d9\u300d\u81ea\u52d5\u5316\uff0c\u4f8b\u5982\u6a19\u7c64\u5206\u985e\u3001\u4e3b\u984c\u6574\u7406\u3001\u91cd\u9ede\u6b04\u4f4d\u64f7\u53d6\uff0c\u8b93\u4f60\u628a\u6642\u9593\u6295\u653e\u5728\u5224\u65b7\u3001\u6e9d\u901a\u8207\u884c\u52d5\u4e0a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u91cd\u9ede\u653e\u5728\u6d41\u7a0b\u6210\u6548\uff08\u7bc0\u7701\u6642\u9593\u3001\u54c1\u8cea\u3001\u7a69\u5b9a\u4e00\u81f4\uff09\uff0c\u4ee5\u53ca\u6578\u64da\u7d00\u5f8b\uff08\u4f7f\u7528\u54ea\u4e9b\u6578\u64da\u3001\u8ab0\u53ef\u5b58\u53d6\u3001\u5982\u4f55\u6cbb\u7406\u8207\u5408\u898f\uff09\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u6a5f\u5668\u5b78\u7fd2\u504f\u898b<\/h2>\n\t \n\t \n\t \t
\u6a5f\u5668\u5b78\u7fd2\u504f\u898b\u662f\u6307\u6a21\u578b\u8f38\u51fa\u51fa\u73fe\u7cfb\u7d71\u6027\u504f\u5dee\uff0c\u5e38\u7531\u504f\u659c\u8a13\u7df4\u6578\u64da\u3001\u4e0d\u5b8c\u6574\u62bd\u6a23\u3001\u6b77\u53f2\u4e0d\u5e73\u7b49\uff0c\u6216\u6a21\u578b\u5efa\u7f6e\u8207\u8a55\u4f30\u65b9\u5f0f\u6240\u81f4\u3002\u504f\u898b\u672a\u5fc5\u5f88\u6232\u5287\u5316\uff0c\u66f4\u591a\u6642\u5019\u4ee5\u300c\u7d30\u5fae\u4f46\u6301\u7e8c\u300d\u7684\u5f62\u5f0f\u51fa\u73fe\uff0c\u4f8b\u5982\u6e96\u78ba\u5ea6\u4e0d\u5747\u3001\u5efa\u8b70\u4e0d\u516c\u5e73\uff0c\u6216\u8f38\u51fa\u53cd\u6620\u523b\u677f\u5370\u8c61\u3002\u5728\u8077\u5834 AI \u4e2d\uff0c\u7576 AI \u5f71\u97ff\u8207\u4eba\u76f8\u95dc\u7684\u5224\u65b7\u3001\u512a\u5148\u6b21\u5e8f\u6216\u9ad8\u5f71\u97ff\u5efa\u8b70\u6642\uff0c\u504f\u898b\u98a8\u96aa\u6703\u986f\u8457\u63d0\u9ad8\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u6d89\u53ca\u654f\u611f\u8b70\u984c\u6642\u8981\u66f4\u5be9\u614e\uff1b\u82e5 AI \u5728\u6392\u5e8f\u3001\u63a8\u85a6\u6216\u7e3d\u7d50\u8207\u4eba\u76f8\u95dc\u5167\u5bb9\uff0c\u9700\u6aa2\u67e5\u662f\u5426\u5b58\u5728\u4e0d\u516c\u5e73\u8868\u8ff0\u3001\u5ffd\u7565\u95dc\u9375\u89c0\u9ede\u6216\u8108\u7d61\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u8a55\u4f30\u6642\u8981\u52a0\u5165\u504f\u898b\u6aa2\u67e5\uff0c\u4e0d\u61c9\u53ea\u770b\u5e73\u5747\u6e96\u78ba\u5ea6\uff1b\u540c\u6642\u5b9a\u7fa9\u53ef\u63a5\u53d7\u6a19\u6e96\uff0c\u4e26\u5efa\u7acb\u767c\u73fe\u554f\u984c\u6642\u7684\u5347\u7d1a\u8655\u7406\u8def\u5f91\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u6a21\u578b<\/h2>\n\t \n\t \n\t \t
\u6a21\u578b\u662f\u7d93\u8a13\u7df4\u5f8c\u7684\u7cfb\u7d71\uff0c\u63a5\u6536\u8f38\u5165\uff08\u4f8b\u5982\u63d0\u793a\u6216\u6587\u4ef6\uff09\uff0c\u4e26\u7522\u751f\u8f38\u51fa\uff08\u4f8b\u5982\u6458\u8981\u3001\u8349\u7a3f\u6216\u5206\u985e\uff09\u3002\u4e0d\u540c\u6a21\u578b\u6709\u4e0d\u540c\u5f37\u9805\uff0c\u6709\u4e9b\u64c5\u9577\u5beb\u4f5c\u3001\u6709\u4e9b\u64c5\u9577\u63a8\u7406\u3001\u6709\u4e9b\u64c5\u9577\u5beb\u7a0b\u5f0f\u3001\u6709\u4e9b\u64c5\u9577\u591a\u8a9e\u8a00\uff0c\u4ea6\u6709\u4e9b\u66f4\u7cbe\u7c21\u4e00\u81f4\u3002\u5728\u8077\u5834\u7522\u54c1\u4e2d\uff0c\u6a21\u578b\u9078\u64c7\u6703\u5f71\u97ff\u6574\u9ad4\u8868\u73fe\uff0c\u5305\u62ec\u8f38\u51fa\u54c1\u8cea\u3001\u901f\u5ea6\u3001\u6210\u672c\u3001\u5b89\u5168\u884c\u70ba\uff0c\u4ee5\u53ca\u9075\u5f9e\u6307\u4ee4\u7684\u7a69\u5b9a\u6027\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u591a\u4ee3\u7406\u7f16\u6392\uff08Multi-agent Orchestration\uff09<\/h2>\n\t \n\t \n\t \t
\u591a\u91cd AI \u4ee3\u7406\u7de8\u6392\u662f\u6307\u5354\u8abf\u591a\u500b AI \u667a\u80fd\u4ee3\u7406\uff08AI Agents\uff09\uff0c\u8b93\u5b83\u5011\u5404\u81ea\u8ca0\u8cac\u4e0d\u540c\u89d2\u8272\uff0c\u4f8b\u5982\u898f\u5283\u3001\u7814\u7a76\u3001\u8d77\u8349\u3001\u5be9\u95b1\u6216\u57f7\u884c\uff0c\u4ee5\u5b8c\u6210\u8f03\u5927\u7684\u4efb\u52d9\u3002\u8207\u5176\u7531\u55ae\u4e00\u6a21\u578b\u4e00\u6b21\u904e\u505a\u5b8c\u6240\u6709\u4e8b\uff0c\u7cfb\u7d71\u6703\u628a\u5de5\u4f5c\u62c6\u6210\u6b65\u9a5f\uff0c\u4ea4\u7531\u66f4\u5c08\u8cac\u7684\u4ee3\u7406\u8655\u7406\uff0c\u4e26\u53ef\u5728\u6b65\u9a5f\u4e4b\u9593\u52a0\u5165\u6aa2\u67e5\u3002\u5728\u8077\u5834\u4e2d\uff0c\u9019\u6709\u52a9\u63d0\u5347\u8907\u96dc\u4efb\u52d9\u7684\u53ef\u9760\u6027\uff0c\u4f46\u4ea6\u6703\u589e\u52a0\u904b\u4f5c\u8907\u96dc\u5ea6\uff0c\u4f8b\u5982\u66f4\u591a\u7d44\u4ef6\u3001\u66f4\u591a\u5931\u6548\u9ede\uff0c\u4ee5\u53ca\u66f4\u9ad8\u7684\u6cbb\u7406\u9700\u6c42\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u8f03\u5bb9\u6613\u53d6\u5f97\u66f4\u6709\u7d50\u69cb\u7684\u6210\u679c\uff0c\u4f8b\u5982\u8a08\u5283\u3001\u6e05\u55ae\u3001\u591a\u6b65\u4ea4\u4ed8\u7269\uff1b\u4f46\u4ecd\u9700\u8986\u6838\u95dc\u9375\u6b65\u9a5f\u8207\u5047\u8a2d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u9700\u66f4\u4ed4\u7d30\u5b9a\u7fa9\u6b0a\u9650\u8207\u908a\u754c\uff1b\u591a\u4ee3\u7406\u53ef\u80fd\u6703\u63a5\u89f8\u66f4\u591a\u5de5\u5177\u8207\u6578\u64da\uff0c\u56e0\u6b64\u76e3\u63a7\u3001\u53ef\u7a3d\u6838\u6027\u8207\u5b89\u5168\u9810\u8a2d\u503c\u5c24\u5176\u91cd\u8981\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09<\/h2>\n\t \n\t \n\t \t
NLP \u662f\u5c08\u6ce8\u65bc\u7406\u89e3\u3001\u5206\u6790\u53ca\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u7684 AI \u9818\u57df\u3002\u5b83\u4ee4\u8edf\u4ef6\u80fd\u6458\u8981\u6587\u4ef6\u3001\u64f7\u53d6\u5be6\u9ad4\u8cc7\u8a0a\u3001\u7ffb\u8b6f\u3001\u5224\u65b7\u60c5\u7dd2\u50be\u5411\uff0c\u6216\u4ee5\u5c0d\u8a71\u65b9\u5f0f\u56de\u61c9\u3002\u5728\u8077\u5834 AI \u4e2d\uff0cNLP \u628a\u5927\u91cf\u6587\u5b57\u578b\u5de5\u4f5c\uff08\u96fb\u90f5\u3001\u6587\u4ef6\u3001\u6703\u8b70\u7b46\u8a18\u3001\u653f\u7b56\uff09\u8f49\u5316\u6210\u53ef\u641c\u5c0b\u3001\u53ef\u7d50\u69cb\u5316\u3001\u53ef\u5feb\u901f\u91cd\u6574\u8207\u518d\u5229\u7528\u7684\u5167\u5bb9\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u53ef\u628a\u5197\u9577\u4e14\u96dc\u4e82\u7684\u6587\u5b57\u8f49\u6210\u6e05\u6670\u8f38\u51fa\uff0c\u4f8b\u5982\u6458\u8981\u3001\u884c\u52d5\u9805\u76ee\u3001\u7c21\u5831\u8981\u9ede\u8207 FAQ\uff0c\u6e1b\u5c11\u7531\u96f6\u958b\u59cb\u7684\u6210\u672c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u7531\u65bc\u4f01\u696d\u77e5\u8b58\u591a\u4ee5\u6587\u5b57\u5b58\u5728\uff0cNLP \u53ef\u5e36\u4f86\u5168\u7d44\u7e54\u5c64\u9762\u7684\u69d3\u687f\uff1b\u5efa\u8b70\u6295\u8cc7\u5728\u300c\u8a8d\u53ef\u4f86\u6e90\u300d\u8207\u4e00\u81f4\u7bc4\u672c\uff0c\u4ee4\u8f38\u51fa\u66f4\u53ef\u9760\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u53c3\u6578<\/h2>\n\t \n\t \n\t \t
\u53c3\u6578\u662f\u6a21\u578b\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\u5b78\u5230\u7684\u5167\u90e8\u6578\u503c\uff0c\u7528\u4f86\u5132\u5b58\u6240\u5b78\u7684\u6a21\u5f0f\uff0c\u53ef\u7406\u89e3\u70ba\u6a21\u578b\u7684\u300c\u80fd\u529b\u8a2d\u5b9a\u300d\uff0c\u4f46\u4e26\u975e\u4eba\u985e\u610f\u7fa9\u7684\u8a18\u61b6\u3002\u5f88\u591a\u4eba\u6703\u7528\u53c3\u6578\u91cf\u4f5c\u70ba\u8861\u91cf\u6a21\u578b\u5bb9\u91cf\u7684\u7c21\u5316\u6307\u6a19\uff0c\u4f46\u5be6\u969b\u8868\u73fe\u4ecd\u53d7\u591a\u9805\u56e0\u7d20\u5f71\u97ff\uff0c\u4f8b\u5982\u8a13\u7df4\u6578\u64da\u54c1\u8cea\u3001\u8a13\u7df4\u65b9\u6cd5\u3001\u5c0d\u9f4a\u65b9\u5f0f\uff0c\u4ee5\u53ca\u5be6\u969b\u4f7f\u7528\u65b9\u5f0f\uff08\u8108\u7d61\u63d0\u4f9b\u3001\u4f9d\u64da\u8cc7\u6599\u3001\u8a55\u4f30\u65b9\u6cd5\uff09\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u63d0\u793a\u9632\u8b77\uff08Prompt Defense\uff09<\/h2>\n\t \n\t \n\t \t
\u63d0\u793a\u9632\u8b77\u662f\u7528\u4f86\u4fdd\u8b77 AI \u7cfb\u7d71\u7684\u4e00\u7d44\u65b9\u6cd5\uff0c\u907f\u514d\u6a21\u578b\u88ab\u60e1\u610f\u6216\u975e\u9810\u671f\u6307\u4ee4\u5f71\u97ff\uff0c\u4f8b\u5982\u63d0\u793a\u6ce8\u5165\uff08prompt injection\uff09\u3001\u8d8a\u7344\uff08jailbreak\uff09\u3001\u8cc7\u6599\u5916\u6d29\uff0c\u6216\u8a98\u4f7f\u7cfb\u7d71\u5ffd\u7565\u898f\u5247\u3002\u7576 AI \u80fd\u5b58\u53d6\u5167\u90e8\u6587\u4ef6\u3001\u547c\u53eb\u5de5\u5177\u6216\u57f7\u884c\u52d5\u4f5c\u6642\uff0c\u63d0\u793a\u9632\u8b77\u5c24\u5176\u91cd\u8981\u3002\u5728\u8077\u5834 AI \u4e2d\uff0c\u91cd\u9ede\u901a\u5e38\u4e0d\u662f\u8ffd\u6c42\u96f6\u98a8\u96aa\uff0c\u800c\u662f\u900f\u904e\u5206\u5c64\u63a7\u5236\u964d\u4f4e\u98a8\u96aa\uff0c\u4f8b\u5982\u8f38\u5165\u8655\u7406\u3001\u6b0a\u9650\u7ba1\u7406\u3001\u5de5\u5177\u9650\u5236\u8207\u8f38\u51fa\u6aa2\u67e5\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u5c0d\u4e0d\u53ef\u4fe1\u5167\u5bb9\u8981\u5c0f\u5fc3\u8655\u7406\uff0c\u4f8b\u5982\u5916\u90e8\u6587\u4ef6\u3001\u96a8\u6a5f\u8cbc\u4e0a\u7684\u6587\u5b57\uff1b\u540c\u6642\u907f\u514d\u70ba\u4efb\u52d9\u63d0\u4f9b\u8d85\u51fa\u9700\u8981\u7684\u5b58\u53d6\u6b0a\u9650\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u843d\u5be6\u6700\u5c0f\u6b0a\u9650\u539f\u5247\uff1b\u6e05\u695a\u5206\u9694\u7cfb\u7d71\u6307\u4ee4\u8207\u4f7f\u7528\u8005\u5167\u5bb9\uff1b\u4e26\u76e3\u63a7\u7570\u5e38\u884c\u70ba\uff0c\u7279\u5225\u662f\u6d89\u53ca\u5de5\u5177\u547c\u53eb\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09<\/h2>\n\t \n\t \n\t \t
\u63d0\u793a\u5de5\u7a0b\u662f\u64b0\u5beb\u63d0\u793a\uff08\u6307\u4ee4\u52a0\u8108\u7d61\uff09\u7684\u505a\u6cd5\uff0c\u76ee\u6a19\u662f\u7a69\u5b9a\u7522\u51fa\u4f60\u60f3\u8981\u7684\u7d50\u679c\u3002\u5e38\u898b\u505a\u6cd5\u5305\u62ec\u8a2d\u5b9a\u89d2\u8272\u3001\u5217\u660e\u9650\u5236\u3001\u63d0\u4f9b\u7bc4\u4f8b\u3001\u5b9a\u7fa9\u8f38\u51fa\u683c\u5f0f\uff0c\u4ee5\u53ca\u8aaa\u660e\u5728\u8cc7\u8a0a\u4e0d\u8db3\u6642\u61c9\u5982\u4f55\u8655\u7406\u3002\u5728\u771f\u5be6\u5de5\u4f5c\u4e2d\uff0c\u63d0\u793a\u5de5\u7a0b\u91cd\u9ede\u4e0d\u5728\u6280\u5de7\u82b1\u62db\uff0c\u800c\u5728\u6e05\u6670\u8207\u53ef\u91cd\u8907\u4f7f\u7528\uff1b\u628a\u6700\u4f73\u505a\u6cd5\u6c89\u6fb1\u6210\u7bc4\u672c\uff0c\u4ee4\u5718\u968a\u4efb\u4f55\u4eba\u90fd\u80fd\u53d6\u5f97\u8f03\u4e00\u81f4\u7684\u6210\u679c\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u6e05\u6670\u63d0\u793a\u53ef\u7bc0\u7701\u6642\u9593\uff1b\u5efa\u8b70\u5beb\u660e\u76ee\u6a19\u3001\u53d7\u773e\u3001\u8a9e\u6c23\u3001\u683c\u5f0f\uff0c\u4ee5\u53ca\u5fc5\u9808\u5305\u542b\u8207\u5fc5\u9808\u907f\u514d\u7684\u8981\u9ede\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u628a\u63d0\u793a\u8996\u70ba\u7522\u54c1\u8cc7\u7522\uff1b\u9032\u884c\u7248\u672c\u7ba1\u7406\u8207\u6e2c\u8a66\uff0c\u70ba\u6838\u5fc3\u6d41\u7a0b\u5efa\u7acb\u6a19\u6e96\u7bc4\u672c\uff0c\u4e26\u91cf\u5ea6\u8f38\u51fa\u54c1\u8cea\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u7d05\u968a\u6e2c\u8a66\uff08Red-teaming\uff09<\/h2>\n\t \n\t \n\t \t
\u7d05\u968a\u6e2c\u8a66\u662f\u6709\u7cfb\u7d71\u7684\u5c0d\u6297\u5f0f\u6e2c\u8a66\uff0c\u76ee\u7684\u5728\u65bc\u5728\u771f\u5be6\u7528\u6236\u9047\u5230\u554f\u984c\u524d\uff0c\u523b\u610f\u5617\u8a66\u300c\u653b\u7834\u300dAI \u7cfb\u7d71\u3001\u89f8\u767c\u4e0d\u5b89\u5168\u8f38\u51fa\u6216\u627e\u51fa\u5f31\u9ede\u3002\u5167\u5bb9\u5305\u62ec\u91dd\u5c0d\u5e7b\u89ba\u3001\u9055\u898f\u8f38\u51fa\u3001\u8cc7\u6599\u5916\u6d29\u3001\u6709\u5bb3\u5167\u5bb9\uff0c\u4ee5\u53ca\u4e00\u822c\u6e2c\u8a66\u5bb9\u6613\u5ffd\u7565\u7684\u908a\u754c\u60c5\u6cc1\u9032\u884c\u63a2\u6e2c\u3002\u5728\u8077\u5834 AI \u4e2d\uff0c\u7d05\u968a\u6e2c\u8a66\u662f\u6700\u5feb\u770b\u6e05\u7cfb\u7d71\u5728\u771f\u5be6\u4e14\u6df7\u96dc\u8f38\u5165\u4e0b\u6703\u5982\u4f55\u53cd\u61c9\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5f37\u5316\u5b78\u7fd2\uff08Reinforcement Learning\uff09<\/h2>\n\t \n\t \n\t \t
\u5f37\u5316\u5b78\u7fd2\u662f\u4e00\u7a2e\u8a13\u7df4\u65b9\u6cd5\uff0c\u7cfb\u7d71\u900f\u904e\u4e0d\u65b7\u5617\u8a66\u4e26\u6839\u64da\u734e\u52f5\u8207\u61f2\u7f70\u4f86\u8abf\u6574\u884c\u70ba\uff0c\u9010\u6b65\u5b78\u5230\u66f4\u597d\u7684\u7b56\u7565\u3002\u5728\u8a9e\u8a00\u7cfb\u7d71\u4e2d\uff0c\u76f8\u95dc\u65b9\u6cd5\u5e38\u7528\u4f86\u5851\u9020\u300c\u66f4\u6709\u5e6b\u52a9\u3001\u8f03\u9075\u5f9e\u6307\u4ee4\u3001\u8f03\u7b26\u5408\u504f\u597d\u300d\u7684\u8868\u73fe\u3002\u5be6\u52d9\u91cd\u9ede\u662f\u884c\u70ba\u53ef\u4ee5\u88ab\u512a\u5316\uff0c\u4f46\u7cfb\u7d71\u6703\u671d\u4f60\u8a2d\u5b9a\u7684\u734e\u52f5\u65b9\u5411\u524d\u9032\uff0c\u56e0\u6b64\u734e\u52f5\u8a2d\u8a08\u8207\u8a55\u4f30\u975e\u5e38\u95dc\u9375\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u82e5 AI \u8868\u73fe\u5f97\u904e\u5206\u81ea\u4fe1\u6216\u904e\u5206\u4fdd\u5b88\uff0c\u9019\u53ef\u80fd\u8207\u8a13\u7df4\u53d6\u5411\u6709\u95dc\uff1b\u53ef\u8981\u6c42\u5217\u51fa\u5047\u8a2d\u3001\u63d0\u4f9b\u66ff\u4ee3\u65b9\u6848\uff0c\u6216\u52a0\u5165\u6838\u5be6\u6b65\u9a5f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u512a\u5148\u9078\u64c7\u91dd\u5c0d\u771f\u5be6\u5de5\u4f5c\u6d41\u8abf\u6821\u7684\u7cfb\u7d71\uff0c\u91cd\u8996\u6709\u5e6b\u52a9\u3001\u5b89\u5168\u8207\u4e00\u81f4\u6027\uff1b\u6bcf\u6b21\u66f4\u65b0\u5f8c\u4e5f\u8981\u8a55\u4f30\u884c\u70ba\u8b8a\u5316\uff0c\u907f\u514d\u54c1\u8cea\u5012\u9000\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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AI \u5b89\u5168<\/h2>\n\t \n\t \n\t \t
AI \u5b89\u5168\u662f\u6307\u5728\u8a2d\u8a08\u3001\u6e2c\u8a66\u8207\u71df\u904b AI \u7cfb\u7d71\u6642\uff0c\u4e3b\u52d5\u964d\u4f4e\u9020\u6210\u50b7\u5bb3\u7684\u98a8\u96aa\u3002\u5728\u8077\u5834\u4e2d\uff0c\u300c\u50b7\u5bb3\u300d\u5e38\u898b\u65bc\u628a\u932f\u8aa4\u8cc7\u8a0a\u7576\u6210\u4e8b\u5be6\u8f49\u767c\u3001\u654f\u611f\u8cc7\u6599\u88ab\u66dd\u9732\u3001\u504f\u898b\u8f38\u51fa\u5f71\u97ff\u6c7a\u7b56\uff0c\u6216 AI \u505a\u4e86\u4e0d\u61c9\u505a\u7684\u52d5\u4f5c\u3002\u5b89\u5168\u4e0d\u662f\u55ae\u4e00\u529f\u80fd\uff0c\u800c\u662f\u4e00\u7d44\u5206\u5c64\u505a\u6cd5\uff0c\u5305\u62ec\u6e05\u6670\u4f7f\u7528\u653f\u7b56\u3001\u5b58\u53d6\u63a7\u5236\u3001\u5b89\u5168\u8b77\u6b04\u3001\u76e3\u63a7\uff0c\u4ee5\u53ca\u96a8\u4f7f\u7528\u60c5\u6cc1\u6301\u7e8c\u6539\u9032\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u628a AI \u8996\u70ba\u5f37\u5927\u4f46\u6709\u754c\u9650\u7684\u5de5\u5177\uff1b\u6838\u5c0d\u95dc\u9375\u8cc7\u8a0a\uff0c\u672a\u78ba\u8a8d\u5141\u8a31\u524d\u907f\u514d\u8cbc\u4e0a\u6a5f\u5bc6\u5167\u5bb9\uff1b\u9047\u5230\u53ef\u7591\u6216\u932f\u8aa4\u8f38\u51fa\u8981\u4e0a\u5831\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u628a\u5b89\u5168\u843d\u5230\u71df\u904b\u5c64\u9762\uff0c\u5b9a\u7fa9\u5141\u8a31\u8207\u7981\u6b62\u7684\u7528\u4f8b\uff0c\u843d\u5be6\u6700\u5c0f\u6b0a\u9650\u5b58\u53d6\uff0c\u4e26\u5efa\u7acb\u76e3\u63a7\u8207\u4e8b\u4ef6\u61c9\u5c0d\u6a5f\u5236\uff0c\u4ee5\u8655\u7406\u6f0f\u7db2\u98a8\u96aa\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u60c5\u7dd2\u5206\u6790<\/h2>\n\t \n\t \n\t \t
\u60c5\u7dd2\u5206\u6790\u662f\u4f7f\u7528 AI \u4f86\u5224\u65b7\u6587\u5b57\u4e2d\u7684\u60c5\u7dd2\u6216\u7acb\u5834\uff0c\u5e38\u898b\u5206\u985e\u70ba\u6b63\u9762\u3001\u8ca0\u9762\u6216\u4e2d\u6027\uff0c\u6709\u6642\u4ea6\u6703\u7d30\u5206\u70ba\u66f4\u5177\u9ad4\u7684\u611f\u53d7\u3002\u5728\u8077\u5834\u4e2d\uff0c\u5b83\u6709\u52a9\u5feb\u901f\u6574\u7406\u5927\u91cf\u56de\u994b\u3001\u627e\u51fa\u4e0d\u6eff\u9ede\uff0c\u6216\u628a\u9700\u8981\u95dc\u6ce8\u7684\u8a0a\u606f\u512a\u5148\u8655\u7406\u3002\u91cd\u9ede\u662f\u60c5\u7dd2\u5224\u65b7\u5c6c\u65bc\u6a5f\u7387\u63a8\u6e2c\uff1b\u53cd\u8af7\u3001\u8907\u96dc\u60c5\u7dd2\uff0c\u4ee5\u53ca\u6587\u5316\u8207\u8a9e\u8a00\u5dee\u7570\u90fd\u6703\u964d\u4f4e\u6e96\u78ba\u5ea6\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u628a\u60c5\u7dd2\u5206\u6790\u7576\u4f5c\u63d0\u793a\u8a0a\u865f\uff0c\u800c\u4e0d\u662f\u5b9a\u8ad6\uff1b\u4e0b\u7d50\u8ad6\u524d\u5148\u95b1\u8b80\u5177\u4ee3\u8868\u6027\u7684\u4f8b\u5b50\u4f5c\u6838\u5c0d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u5148\u7528\u81ea\u5bb6\u5167\u5bb9\u9a57\u8b49\u6e96\u78ba\u5ea6\uff0c\u7279\u5225\u662f\u7cb5\u8a9e\u8207\u7e41\u9ad4\u4e2d\u6587\u7684\u8a9e\u6c23\u5dee\u7570\uff1b\u8ffd\u8e64\u8aa4\u5224\uff0c\u907f\u514d\u60c5\u7dd2\u5206\u6578\u5e36\u4f86\u932f\u8aa4\u6c7a\u7b56\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u76e3\u7763\u5f0f\u5b78\u7fd2\uff08Supervised Learning\uff09<\/h2>\n\t \n\t \n\t \t
\u76e3\u7763\u5f0f\u5b78\u7fd2\u662f\u7528\u5df2\u6a19\u8a3b\u7684\u4f8b\u5b50\u8a13\u7df4\u6a21\u578b\uff0c\u4ea6\u5373\u8f38\u5165\u914d\u5c0d\u6b63\u78ba\u8f38\u51fa\uff0c\u4ee4\u6a21\u578b\u5b78\u6703\u5728\u65b0\u8f38\u5165\u4e0a\u9810\u6e2c\u76f8\u540c\u985e\u578b\u7684\u7b54\u6848\u3002\u5b83\u5e38\u7528\u65bc\u5206\u985e\uff08\u6a19\u7c64\uff09\u3001\u62bd\u53d6\uff08\u5f9e\u6587\u5b57\u53d6\u51fa\u6b04\u4f4d\uff09\u53ca\u9810\u6e2c\u4efb\u52d9\u3002\u5728\u8077\u5834 AI \u4e2d\uff0c\u76e3\u7763\u5f0f\u5b78\u7fd2\u5e38\u7528\u65bc\u8f03\u7d50\u69cb\u5316\u7684\u81ea\u52d5\u5316\uff0c\u4f8b\u5982\u5206\u6d3e\u8acb\u6c42\u3001\u8b58\u5225\u4e3b\u984c\u3001\u62bd\u53d6\u95dc\u9375\u8cc7\u6599\uff0c\u56e0\u70ba\u6210\u529f\u6a19\u6e96\u53ef\u4ee5\u6e05\u695a\u5b9a\u7fa9\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u5c0d\u65bc\u5b9a\u7fa9\u6e05\u6670\u7684\u4efb\u52d9\uff08\u5982\u6a19\u7c64\u3001\u62bd\u53d6\uff09\uff0c\u901a\u5e38\u6703\u6bd4\u958b\u653e\u5f0f\u5275\u4f5c\u4efb\u52d9\u66f4\u4e00\u81f4\u3001\u66f4\u7a69\u5b9a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u6a19\u8a3b\u54c1\u8cea\u662f\u95dc\u9375\uff1b\u6295\u8cc7\u5728\u6e05\u6670\u5b9a\u7fa9\u3001\u8986\u6838\u6d41\u7a0b\u8207\u5177\u4ee3\u8868\u6027\u7684\u8a13\u7df4\u8cc7\u6599\uff0c\u907f\u514d\u6a21\u578b\u8106\u5f31\u53ca\u504f\u5dee\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u8a5e\u5143\uff08Token\uff09<\/h2>\n\t \n\t \n\t \t
\u8a5e\u5143\u662f\u8a31\u591a\u8a9e\u8a00\u6a21\u578b\u8655\u7406\u6587\u5b57\u6642\u4f7f\u7528\u7684\u57fa\u672c\u55ae\u4f4d\uff0c\u901a\u5e38\u662f\u4e00\u6bb5\u6587\u5b57\u7247\u6bb5\uff0c\u800c\u4e0d\u4e00\u5b9a\u662f\u4e00\u6574\u500b\u8a5e\u3002\u6a21\u578b\u6703\u628a\u8f38\u5165\u62c6\u6210\u8a5e\u5143\u4f86\u904b\u7b97\uff1b\u8a5e\u5143\u6578\u91cf\u6703\u5f71\u97ff\u63d0\u793a\u7684\u6709\u6548\u9577\u5ea6\u3001\u4e0a\u4e0b\u6587\u8996\u7a97\u53ef\u5bb9\u7d0d\u7684\u5167\u5bb9\uff0c\u4e5f\u5e38\u5f71\u97ff\u751f\u6210\u6210\u672c\u8207\u5ef6\u9072\u3002\u7406\u89e3\u8a5e\u5143\u6709\u52a9\u89e3\u91cb\u70ba\u4f55\u904e\u9577\u63d0\u793a\u6703\u8b8a\u5f97\u6602\u8cb4\u3001\u8b8a\u6162\uff0c\u6216\u5728\u8d85\u51fa\u4e0a\u4e0b\u6587\u8996\u7a97\u6642\u4ee4\u6a21\u578b\u6f0f\u6389\u8f03\u65e9\u7684\u91cd\u8981\u5167\u5bb9\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u6709\u5bb3\u5167\u5bb9\uff08Toxicity\uff09<\/h2>\n\t \n\t \n\t \t
\u6709\u5bb3\u5167\u5bb9\u662f\u6307\u5305\u542b\u9a37\u64fe\u3001\u4ec7\u6068\u8a00\u8ad6\u3001\u5a01\u8105\u6216\u8fb1\u7f75\u7b49\u8f38\u51fa\u3002\u5728\u8077\u5834 AI \u4e2d\uff0c\u6709\u5bb3\u5167\u5bb9\u98a8\u96aa\u53ef\u80fd\u4ee5\u610f\u60f3\u4e0d\u5230\u7684\u65b9\u5f0f\u51fa\u73fe\uff0c\u4f8b\u5982\u4f7f\u7528\u8005\u8f38\u5165\u672c\u8eab\u542b\u5192\u72af\u5167\u5bb9\uff0cAI \u53ef\u80fd\u6a21\u4eff\u8a9e\u6c23\uff0c\u6216\u751f\u6210\u4e0d\u6070\u7576\u793a\u4f8b\u3002\u6709\u5bb3\u5167\u5bb9\u63a7\u5236\u4e0d\u53ea\u95dc\u4e4e\u5167\u5bb9\u5be9\u6838\uff0c\u4e5f\u95dc\u4e4e\u4fdd\u8b77\u54e1\u5de5\u3001\u5ba2\u6236\u8207\u54c1\u724c\u4fe1\u4efb\uff0c\u540c\u6642\u7dad\u6301\u5de5\u5177\u7684\u5be6\u7528\u6027\u8207\u5f48\u6027\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u5982\u9047\u5230\u6709\u5bb3\u8f38\u51fa\uff0c\u4e0d\u8981\u8f49\u767c\u6216\u518d\u5229\u7528\uff1b\u8acb\u9023\u540c\u4e0a\u4e0b\u6587\u4e0a\u5831\uff0c\u4ee5\u4fbf\u4fee\u6b63\u8207\u9810\u9632\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u63a1\u7528\u5206\u5c64\u63a7\u5236\uff0c\u4f8b\u5982\u904e\u6ffe\u3001\u653f\u7b56\u3001\u7d05\u968a\u6e2c\u8a66\u8207\u76e3\u63a7\uff1b\u540c\u6642\u5b9a\u7fa9\u4e0d\u53ef\u63a5\u53d7\u7bc4\u570d\uff0c\u4e26\u5efa\u7acb\u6e05\u6670\u5347\u7d1a\u901a\u5831\u8def\u5f91\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u900f\u660e\u5ea6<\/h2>\n\t \n\t \n\t \t
\u900f\u660e\u5ea6\u662f\u6307\u6e05\u695a\u8aaa\u660e AI \u5982\u4f55\u88ab\u4f7f\u7528\u3001\u80fd\u505a\u751a\u9ebc\u8207\u4e0d\u80fd\u505a\u751a\u9ebc\uff0c\u4ee5\u53ca\u6578\u64da\u5982\u4f55\u88ab\u8655\u7406\u3002\u5c0d\u751f\u6210\u5f0f AI \u4ea6\u5305\u62ec\u8aaa\u660e\u9650\u5236\uff0c\u4f8b\u5982\u8f38\u51fa\u53ef\u80fd\u51fa\u932f\uff0c\u9664\u975e\u63d0\u4f9b\u4f86\u6e90\u8cc7\u6599\u5426\u5247\u672a\u5fc5\u6709\u53ef\u5f15\u7528\u4f9d\u64da\uff0c\u7d50\u679c\u4ea6\u53d7\u63d0\u793a\u8207\u8108\u7d61\u5f71\u97ff\u3002\u5728\u8077\u5834\u4e2d\uff0c\u900f\u660e\u5ea6\u80fd\u5e6b\u52a9\u54e1\u5de5\u6b63\u78ba\u6821\u6e96\u4fe1\u4efb\uff0c\u5f9e\u800c\u6e1b\u5c11\u8aa4\u7528\u8207\u8fd4\u5de5\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u4e86\u89e3\u9650\u5236\uff0c\u628a AI \u7576\u4f5c\u52a0\u901f\u5668\u800c\u975e\u6b0a\u5a01\uff1b\u9700\u8981\u6642\u8981\u6c42\u5217\u51fa\u5047\u8a2d\u3001\u7406\u7531\u6216\u4f86\u6e90\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u767c\u5e03\u7c21\u660e\u4f7f\u7528\u6307\u5f15\uff0c\u5728\u5408\u9069\u60c5\u6cc1\u62ab\u9732 AI \u53c3\u8207\uff0c\u4e26\u6587\u4ef6\u5316\u6578\u64da\u8655\u7406\u65b9\u5f0f\uff08\u4fdd\u5b58\u671f\u9650\u3001\u6b0a\u9650\u3001\u65e5\u8a8c\uff09\uff0c\u4ee4\u5718\u968a\u53ef\u5b89\u5fc3\u4f7f\u7528\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Transformer \u67b6\u69cb<\/h2>\n\t \n\t \n\t \t
Transformer \u662f\u4e00\u7a2e\u4ee5\u6ce8\u610f\u529b\u6a5f\u5236\uff08attention\uff09\u70ba\u6838\u5fc3\u7684\u795e\u7d93\u7db2\u7d61\u67b6\u69cb\uff0c\u4ee4\u6a21\u578b\u80fd\u628a\u7126\u9ede\u653e\u5728\u8f38\u5165\u4e2d\u6700\u76f8\u95dc\u7684\u90e8\u5206\u3002Transformer \u5728\u8a9e\u8a00\u8655\u7406\u4e0a\u6548\u7387\u9ad8\u3001\u53ef\u64f4\u5c55\u6027\u5f37\uff0c\u56e0\u6b64\u6210\u70ba\u8a31\u591a\u73fe\u4ee3\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u8207\u751f\u6210\u7cfb\u7d71\u7684\u57fa\u790e\u3002\u5728\u8077\u5834\u8a9e\u5883\u4e2d\uff0c\u300c\u57fa\u65bc Transformer\u300d\u901a\u5e38\u610f\u5473\u8457\u5728\u6458\u8981\u3001\u6539\u5beb\u8207\u6307\u4ee4\u9075\u5f9e\u65b9\u9762\u80fd\u529b\u8f03\u5f37\uff0c\u4f46\u4ecd\u5c0d\u8108\u7d61\u54c1\u8cea\u8207\u63d0\u793a\u6e05\u6670\u5ea6\u5341\u5206\u654f\u611f\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u53ef\u53d6\u5f97\u9ad8\u54c1\u8cea\u8d77\u8349\u8207\u6458\u8981\uff0c\u4f46\u4ecd\u8981\u63d0\u4f9b\u5408\u9069\u8108\u7d61\uff0c\u4e26\u6838\u5c0d\u95dc\u9375\u7d30\u7bc0\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u67b6\u69cb\u53ef\u89e3\u91cb\u80fd\u529b\u50be\u5411\uff0c\u4f46\u4e0d\u4ee3\u8868\u53ef\u9760\u6027\uff1b\u4ecd\u9700\u914d\u5408\u4f9d\u64da\u8cc7\u6599\u3001\u8a55\u4f30\u8207\u5b89\u5168\u8b77\u6b04\uff0c\u624d\u80fd\u7a69\u5b9a\u8f38\u51fa\u54c1\u8cea\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2\uff08Unsupervised Learning\uff09<\/h2>\n\t \n\t \n\t \t
\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2\u662f\u5728\u6c92\u6709\u6a19\u6e96\u7b54\u6848\u6216\u6a19\u8a3b\u7684\u8cc7\u6599\u4e2d\u627e\u51fa\u6a21\u5f0f\u3002\u5e38\u898b\u7d50\u679c\u5305\u62ec\u5206\u7fa4\uff08\u628a\u76f8\u4f3c\u9805\u76ee\u5206\u5728\u4e00\u8d77\uff09\u3001\u7570\u5e38\u5075\u6e2c\uff0c\u4ee5\u53ca\u5b78\u7fd2\u66f4\u7cbe\u7c21\u7684\u8868\u793a\u65b9\u5f0f\u3002\u5728\u8077\u5834 AI \u4e2d\uff0c\u975e\u76e3\u7763\u65b9\u6cd5\u53ef\u5354\u52a9\u5f9e\u96dc\u4e82\u8cc7\u8a0a\u4e2d\u627e\u51fa\u7d50\u69cb\uff0c\u4f8b\u5982\u6309\u4e3b\u984c\u628a\u6587\u4ef6\u5206\u7d44\u3001\u627e\u51fa\u7570\u5e38\u4e8b\u4ef6\uff0c\u6216\u628a\u5167\u5bb9\u6620\u5c04\u6210\u6709\u52a9\u641c\u5c0b\u8207\u6aa2\u7d22\u7684\u7a7a\u9593\u3002<\/div>\n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u9069\u5408\u7528\u65bc\u63a2\u7d22\u8207\u767c\u73fe\uff0c\u4f8b\u5982\u627e\u76f8\u95dc\u6750\u6599\u3001\u627e\u91cd\u8907\u4e3b\u984c\uff0c\u6216\u627e\u51fa\u8207\u67d0\u5167\u5bb9\u76f8\u8fd1\u7684\u9805\u76ee\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u5c0d\u7ba1\u7406\u5c64\u800c\u8a00\uff1a<\/strong> \u975e\u76e3\u7763\u7d50\u679c\u9700\u8981\u89e3\u8b80\uff1b\u5b9c\u4f5c\u63a2\u7d22\u5de5\u5177\u4f7f\u7528\uff0c\u91cd\u5927\u6c7a\u7b56\u524d\u8981\u5148\u9a57\u8b49\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u9a57\u8b49\uff08Validation\uff09<\/h2>\n\t \n\t \n\t \t
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\u96f6\u6578\u64da\u4fdd\u5b58\uff08Zero Data Retention\uff09<\/h2>\n\t \n\t \n\t \t
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\u5c0d\u54e1\u5de5\u800c\u8a00\uff1a<\/b> \u82e5\u653f\u7b56\u8207\u5be6\u4f5c\u4e00\u81f4\uff0c\u8655\u7406\u654f\u611f\u5167\u5bb9\u6703\u66f4\u6709\u4fe1\u5fc3\uff1b\u540c\u6642\u4ecd\u9700\u9075\u5b88\u5167\u90e8\u53ef\u5206\u4eab\u7bc4\u570d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u8fd1\u5074\u767c\u5c55\u5340\u9593\uff08ZPD\uff09<\/h2>\n\t \n\t \n\t \t
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\u5e02\u9762\u4e0a\u4e0d\u5c11\u5de5\u5177\u53ea\u63d0\u4f9b\u56de\u8986\u3002Teech \u91dd\u5c0d\u5718\u968a\u5354\u4f5c\u800c\u8a2d\uff0c\u8b93\u5718\u968a\u5de5\u4f5c\u6d41\u7a0b\u66f4\u9806\u66a2<\/h2>\n\t \n\t \n\t \t <\/div>\n\t \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n \n \u9810\u7d04\u7522\u54c1\u793a\u7bc4 <\/span>\n <\/a>\n\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Hearing nonstop buzzwords like transformers, agents, and prompt engineering? Confused? This generative AI glossary will guide you with clear, quick definitions.<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-19201","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/pages\/19201","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/comments?post=19201"}],"version-history":[{"count":98,"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/pages\/19201\/revisions"}],"predecessor-version":[{"id":19506,"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/pages\/19201\/revisions\/19506"}],"wp:attachment":[{"href":"https:\/\/goteech.io\/zh-hk\/wp-json\/wp\/v2\/media?parent=19201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}