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<\/p>\n

\u4f5c\u8005\uff5cLi Yuan <\/span><\/p>\n

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 <\/p>\n

02 <\/span><\/h1>\n

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 <\/p>\n

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\u6f58\u4e71\uff1a <\/span>\u6838\u5fc3\u5728\u4e8e\u8868\u8fbe\u3002\u6bd4\u5982\u5927\u5bb6\u90fd\u5728\u5237\u6296\u97f3\uff0c\u4f46\u5728\u6296\u97f3\u6d41\u884c\u4e4b\u524d\uff0c\u5168\u4e16\u754c\u6700\u6d41\u884c\u7684\uff0c\u5927\u5bb6\u81ea\u5df1\u80fd\u505a\u7684\u77ed\u89c6\u9891\u7c7b\u578b\u5c31\u662f\u7b80\u5355\u7684 MV\u3002\u5bf9\u4e8e\u6211\u4eec 80 \u540e\u6765\u8bf4\uff0c\u6bd5\u4e1a\u65f6\u6700\u5e38\u89c1\u7684\u5c31\u662f\u628a\u5927\u5b66\u7167\u7247\u505a\u6210 PPT\uff0c\u914d\u4e0a\u4e00\u9996\u6d41\u884c\u6b4c\u66f2\uff0c\u90a3\u5c31\u662f\u9752\u6625\u7684\u56de\u5fc6\u3002\u867d\u7136\u90a3\u65f6\u7684 MV \u5f88\u7b80\u5355\uff0c\u53ea\u662f\u56fe\u7247\u8f6e\u64ad\uff0c\u6838\u5fc3\u8fd8\u662f\u627f\u8f7d\u4e86\u60c5\u611f\u548c\u8868\u8fbe\u3002<\/p>\n

\u73b0\u5728 AI \u65f6\u4ee3\uff0c\u6211\u4eec\u770b\u5230\u8001\u7167\u7247\u52a8\u8d77\u6765\uff0c\u8001\u7167\u7247\u590d\u6d3b\uff0c\u5176\u5b9e\u4e5f\u662f\u4e00\u6837\u7684\u903b\u8f91\u3002\u539f\u6765\u53ef\u80fd\u5927\u5bb6\u8981\u8d39\u5f88\u5927\u529b\u6c14\u624d\u80fd\u505a\u7684\u4e8b\u60c5\uff0c\u73b0\u5728 AI \u65f6\u4ee3\u53d8\u5f97\u66f4\u5bb9\u6613\u4e86\u3002<\/p>\n

\u5f20\u9e4f\uff1a\u6211\u4eec\u8fd9\u6b21\u4e5f\u8bd5\u56fe\u8ba9 AI \u7528\u89c6\u9891\u5bf9\u8bdd\u6765\u7b54\u9898\uff0c\u4f46\u662f\u6548\u679c\u5c31\u4e0d\u662f\u90a3\u4e48\u597d\u3002\u4e3a\u4ec0\u4e48\u5bf9\u89c6\u9891\u8981\u53bb\u505a\u7406\u89e3\u3001\u57fa\u4e8e\u5b83\u518d\u53bb\u505a\u4e00\u4e9b\u751f\u6210\uff0c\u6bd4\u5982\u751f\u6210\u4e00\u4e9b\u7b54\u6848\u3001\u89e3\u51b3\u4e00\u4e9b\u95ee\u9898\uff0c\u73b0\u5728\u8fd8\u505a\u4e0d\u592a\u597d\u3002\u8fd9\u91cc\u9762\u6838\u5fc3\u7684\u539f\u56e0\u662f\u4ec0\u4e48\uff1f<\/span><\/p>\n

\u5f20\u4e00\u7532\uff1a <\/span>\u9996\u5148\u89c6\u9891\u4f60\u53ef\u4ee5\u7406\u89e3\u4e3a\u975e\u5e38\u591a\u5e27\u7684\u56fe\u7247\uff0c\u5b83\u662f\u591a\u5e27\u7684\u8fde\u7eed\u4fe1\u606f\u3002\u5904\u7406\u8d77\u6765\u7684\u6570\u636e\u91cf\u548c\u5bf9\u7b97\u529b\u7684\u9700\u6c42\uff0c\u8ddf\u56fe\u7247\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u6570\u91cf\u7ea7\u3002\u800c\u4e14\u8fd9\u91cc\u9762\u8fd8\u6d89\u53ca\u5230\u6a21\u578b\u7684\u957f\u65f6\u95f4\u8bb0\u5fc6\u3001\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u80fd\u529b\u3001\u4e0d\u540c\u6a21\u6001\u7684\u5bf9\u9f50\u7b49\uff0c\u8fd9\u4e9b\u6bd4\u56fe\u7247\u8981\u9ad8\u4e86\u4e00\u4e2a\u751a\u81f3\u5f88\u591a\u4e2a\u7ef4\u5ea6\u3002<\/p>\n

\u6211\u8bb0\u5f97\u5f53\u65f6 Sora \u51fa\u6765\u7684\u65f6\u5019\uff0c\u6211\u8bd5\u56fe\u53bb\u770b\u4ed6\u4eec\u51fa\u7684\u8bba\u6587\uff0c\u91cc\u9762\u5176\u5b9e\u7ed9\u6211\u5370\u8c61\u6700\u6df1\u7684\u5012\u4e0d\u662f\u8bf4\u6709\u4ec0\u4e48\u5f88\u5f3a\u7684\u7b97\u6cd5\uff0c\u800c\u662f\u5b83\u600e\u4e48\u628a\u89c6\u9891\u548c\u56fe\u7247 tokenize\uff0c\u628a\u8fd9\u4e2a\u591a\u7ef4\u7684\u8868\u8fbe\u5f62\u5f0f\u8f6c\u6362\u6210\u53ef\u4ee5\u8ba9 LLM \u5904\u7406\u7684 token\u3002\u5176\u5b9e\u8bf4\u767d\u4e86\u5c31\u662f\u628a\u4e00\u4e2a\u770b\u8d77\u6765\u5f88\u9ad8\u7ef4\u7684\u4e1c\u897f\u53d8\u6210 token\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u672c\u8eab\u7684\u5de5\u4f5c\u91cf\u53ef\u80fd\u5927\u4e8e\u4f60\u628a\u5b83\u5904\u7406\u597d\u4e4b\u540e\u518d\u53bb\u8bad\u7ec3\u5b83\u3002\u6240\u4ee5\u89c6\u9891\u4f5c\u4e3a\u4e00\u4e2a\u6a21\u6001\uff0c\u5bf9\u4e8e\u6a21\u578b\u6765\u8bf4\uff0c\u5b83\u7684\u8ba4\u77e5\u6210\u672c\u3001\u5904\u7406\u96be\u5ea6\uff0c\u4ee5\u53ca\u82b1\u7684\u94b1\uff0c\u90fd\u662f\u6700\u9ad8\u7684\u5f62\u6001\u4e4b\u4e00\u3002<\/p>\n

\u6f58\u4e71\uff1a <\/span>\u6700\u7b80\u5355\u7684\uff0c\u4e00\u4e2a\u89c6\u9891\u6587\u4ef6\u5927\u5c0f\u53ef\u80fd\u51e0\u767e\u5146\uff0c\u4e00\u4e2a\u56fe\u7247\u51e0\u5146\uff0c\u538b\u7f29\u540e\u751a\u81f3\u53ea\u6709\u51e0\u5341 KB\u3002\u6587\u5b57\u5462\uff1f\u7528 KB \u6765\u5f62\u5bb9\u90fd\u62ac\u4e3e\u5b83\u4e86\u3002\u4f60\u5c31\u662f\u770b\u6587\u4ef6\u5927\u5c0f\uff0c\u5c31\u77e5\u9053\u4e3a\u4ec0\u4e48\u591a\u6a21\u6001\u53d1\u5c55\u8fd9\u4e48\u6162\u3002<\/p>\n

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\u5f20\u9e4f\uff1a <\/span>\u4ece\u6211\u6700\u8fd1\u548c\u4e00\u5e2e\u505a\u6280\u672f\u7684\u540c\u5b66\u804a\u4e0b\u6765\uff0c\u6211\u89c9\u5f97\u5728\u89c6\u9891\u5c42\u9762\u7684\u95ee\u9898\uff0c\u6709\u4e24\u4e2a\u5f88\u91cd\u8981\u7684\u70b9\u3002 \u7b2c\u4e00\u4e2a\u53eb\u6ce8\u610f\u529b\u6f02\u79fb\u3002\u56e0\u4e3a\u89c6\u9891\u662f\u4e00\u4e2a\u8fde\u7eed\u7684\u4e1c\u897f\uff0c AI \u662f\u6982\u7387\u6a21\u578b\uff0c\u5728\u4e00\u4e2a\u8fde\u7eed\u7684\u6982\u7387\u8fc7\u7a0b\u4e2d\uff0c\u6ce8\u610f\u529b\u4f1a\u9010\u6e10\u6f02\u79fb\u3002\u6574\u4e2a\u5927\u6a21\u578b\u4eca\u5929\u6700\u91cd\u8981\u7684\u673a\u5236\u5c31\u662f\u6ce8\u610f\u529b\uff0c\u4e00\u65e6\u6f02\u79fb\u5c31\u4f1a\u9020\u6210\u5e7b\u89c9\u53e0\u52a0\u5e7b\u89c9\uff0c\u7136\u540e\u95ee\u9898\u5c31\u51fa\u6765\u4e86\uff0c\u4eca\u5929\u8fd8\u6ca1\u6709\u7279\u522b\u597d\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/p>\n

\u7b2c\u4e8c\u4e2a\u95ee\u9898\u5c31\u662f\u8fde\u7eed\u6027\u3002 <\/span>\u521a\u624d\u4e00\u7532\u4e5f\u8bf4\u4e86\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u89c6\u9891\u7406\u89e3\u4e3a\u4e00\u5e27\u4e00\u5e27\u7684\u56fe\u7247\uff0c\u4f46\u5b83\u4e0d\u4ec5\u8981\u7406\u89e3\u7a7a\u95f4\uff0c\u8fd8\u6709\u65f6\u95f4\u8fd9\u6761\u7ebf\u3002\u4eca\u5929\u7684\u6a21\u578b\u4e0d\u5177\u5907\u65f6\u7a7a\u8fde\u7eed\u7684\u5b8c\u6574\u7406\u89e3\u80fd\u529b\u3002\u6240\u4ee5\u5c31\u4f1a\u5bfc\u81f4 context \u4e0d\u8fde\u7eed\uff0c\u89c6\u9891\u91cc\u7684\u52a8\u4f5c\u663e\u5f97\u5f88\u602a\u5f02\uff0c\u6ca1\u6709\u6309\u6b63\u5e38\u987a\u5e8f\u8d70\u3002<\/p>\n

\u867d\u7136 AI \u8003\u5927\u5b66\u5df2\u7ecf\u8003\u5f97\u5f88\u9ad8\u4e86\uff0c\u4f46\u5b83\u5728\u4eba\u7c7b\u770b\u6765\u5f88\u7b80\u5355\u7684\u4e8b\u8fd8\u505a\u4e0d\u597d\u3002\u5bf9\u4e8e\u4eba\u7c7b\u6765\u8bf4\uff0c\u770b\u4e00\u5f20\u7167\u7247\u548c\u770b\u4e00\u6bb5\u89c6\u9891\u5176\u5b9e\u5dee\u4e0d\u592a\u591a\uff0c\u4f46\u662f\u5bf9 AI \u5c31\u5dee\u5f88\u591a\u3002\u6211\u89c9\u5f97\u8fd9\u53cd\u800c\u633a\u8ba9\u4eba\u5174\u594b\u7684\uff0c\u56e0\u4e3a\u8fd8\u6709\u4e0d\u786e\u5b9a\u7684\u4e1c\u897f\uff0c\u8fd8\u6709\u521b\u65b0\u7684\u673a\u4f1a\uff0c\u5f88\u6709\u610f\u601d\u3002<\/p>\n

 <\/p>\n

03 <\/span><\/h1>\n

AI \u5199\u4f5c\u5982\u540c\u505a\u83dc\uff1aAI \u53ef\u4ee5\u7ed9\u4f60\u5907\u8f85\u6599\uff0c<\/span><\/p>\n

\u4f46\u5199\u4f5c\u8005\u4e00\u5b9a\u8fd8\u8981\u81ea\u5df1\u638c\u63e1\u706b\u5019 <\/span><\/p>\n

 <\/p>\n

\u5f20\u9e4f\uff1a\u6211\u4eec\u6700\u65e9\u770b\u5230 ChatGPT \u7684\u65f6\u5019\uff0c\u4eca\u5e74\u5e74\u521d\u770b\u5230 DeepSeek \u7684\u65f6\u5019\uff0c\u90fd\u662f\u5148\u88ab\u5b83\u7684\u8bed\u8a00\u6587\u5b57\u80fd\u529b\u9707\u64bc\u3002\u6700\u5f00\u59cb\u6211\u4eec\u611f\u53d7\u5230\u7684\u662f\u5b83\u5728\u6587\u79d1\u4e0a\u7684\u80fd\u529b\u3002\u4f46\u4eca\u5e74\u6211\u89c9\u5f97\u4e00\u4e2a\u6709\u610f\u601d\u7684\u70b9\u662f\uff0c\u6211\u4eec\u770b\u5230 AI \u9ad8\u8003\uff0cAI \u7406\u79d1\u6da8\u5206\u975e\u5e38\u591a\uff0c\u6587\u79d1\u597d\u50cf\u53cd\u800c\u6ca1\u600e\u4e48\u6da8\u3002\u8fd9\u4e3a\u4ec0\u4e48\u5462\uff1f<\/span><\/p>\n

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\u5927\u5bb6\u4ee5\u524d\u5e38\u8bf4\u753b\u4eba\u5bb9\u6613\u753b\u9b3c\u96be\uff0c\u56e0\u4e3a\u9b3c\u6211\u4eec\u4e0d\u77e5\u9053\u957f\u4ec0\u4e48\u6837\u3002\u6240\u4ee5\u6587\u79d1\u8ddf\u4eba\u7684\u6587\u5316\u7ecf\u9a8c\u3001\u60c5\u611f\u4f53\u9a8c\u3001\u7acb\u573a\u5224\u65ad\u76f8\u5173\uff0c\u5145\u6ee1\u4e86\u975e\u6807\u51c6\u7684\u4e1c\u897f\u3002<\/p>\n

\u5f20\u4e00\u7532\uff1a <\/span>\u6587\u79d1\u4e2d\u6709\u4e9b\u90e8\u5206\u662f\u53ef\u4ee5\u7684\uff0c\u6bd4\u5982\u6709\u6807\u51c6\u7b54\u6848\u7684\u9898\u76ee AI \u4e5f\u80fd\u505a\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u8bfb\u4e66\u7834\u4e07\u5377\uff0c\u628a\u5f88\u591a\u4e1c\u897f\u80cc\u4e0b\u6765\u3002\u4f46\u50cf\u5199\u4f5c\u6587\u5c31\u4e0d\u4e00\u6837\u4e86\u3002\u4f5c\u4e3a\u4f5c\u6587\u6539\u5377\u8001\u5e08\uff0c\u51e0\u4e2a\u8001\u5e08\u770b\u540c\u4e00\u7bc7\u4f5c\u6587\uff0c\u6807\u51c6\u4e5f\u4e0d\u4e00\u6837\u3002\u5199\u4f5c\u6587\u9664\u4e86\u4f18\u7f8e\u3001\u5f15\u7ecf\u636e\u5178\u4e4b\u5916\uff0c\u8fd8\u9700\u8981\u60c5\u611f\u6295\u5c04\u3001\u7acb\u573a\u3001\u4ef7\u503c\u89c2\u3001\u793e\u4f1a\u6279\u5224\u6027\u3001\u77db\u76fe\u5f20\u529b\u3002\u8fd9\u4e9b\u8bc4\u4ef7\u7ef4\u5ea6\u90fd\u4e0d\u786e\u5b9a\uff0c\u66f4\u4f55\u51b5\u521b\u4f5c\u7ef4\u5ea6\u3002\u9605\u8bfb\u7406\u89e3\u4e5f\u5f88\u96be\u3002<\/p>\n

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\u6a21\u578b\u5728\u53d1\u6563\u3001\u603b\u7ed3\u3001\u5934\u8111\u98ce\u66b4\u4e0a\u975e\u5e38\u597d\u7528\u3002\u6bd4\u5982\u6211\u4eec\u4eca\u5929\u804a\u5b8c\uff0c\u7528\u98de\u4e66\u5999\u8bb0\u53ef\u4ee5\u603b\u7ed3\u63d0\u70bc\u4f1a\u8bae\u7eaa\u8981\u3002\u4ee5\u524d\u6574\u7406\u5f55\u97f3\u662f\u5f88\u75db\u82e6\u7684\u4e8b\uff0c\u73b0\u5728\u6548\u7387\u63d0\u5347\u5f88\u591a\u3002\u5b83\u80fd\u5e2e\u4f60\u505a\u63d0\u7eb2\u3001\u62c6\u89e3\u3001\u6982\u8981\uff0c\u4f60\u7ed9\u5b83\u4e00\u4e2a\u6a21\u7cca\u65b9\u5411\uff0c\u5b83\u53ef\u4ee5\u8fde\u70b9\u5448\u73b0\u3002\u8fd9\u8ddf\u63a8\u7406\u80fd\u529b\u7684\u8fdb\u6b65\u6709\u5f88\u5927\u5173\u7cfb\u3002\u53bb\u5e74\u5e74\u5e95\u6211\u8fd8\u5728\u5410\u69fd\u5b83\u6ca1\u5565\u7528\uff0c\u4f46\u4eca\u5929\u6211\u51e0\u4e4e\u7ed9\u6240\u6709\u4ea7\u54c1\u90fd\u5145\u4e86\u4f1a\u5458\uff0c\u7535\u8111\u91cc\u5f00\u7740\u4e00\u5806\uff0c\u5929\u5929\u5728\u7528\u3002<\/p>\n

\u4e0d\u8fc7\u6a21\u578b\u4f5c\u4e3a\u5934\u8111\u98ce\u66b4\u52a9\u624b\u5df2\u7ecf\u5f88\u79f0\u804c\u4e86\uff0c\u5199\u51fa\u6765\u7684\u6587\u7ae0\u8fd8\u662f\u5bb9\u6613\u88ab\u770b\u51fa\u6765\u662f AI \u5199\u7684\u3002\u73b0\u5728\u5176\u5b9e\u597d\u7684\u521b\u4f5c\u8005\u90fd\u5728\u7814\u7a76\u600e\u4e48\u7528 AI\uff0c\u4f46\u6ca1\u4eba\u4f1a\u516c\u5f00\u8bf4\u81ea\u5df1\u7528 AI \u521b\u4f5c\u3002\u56e0\u4e3a\u4e00\u65e6\u8bf4\u51fa\u6765\u5c31\u8d2c\u503c\u4e86\u3002\u6587\u7ae0\u4e5f\u4e00\u6837\uff0c\u5728\u521b\u4f5c\u8005\u5708\u5b50\u91cc\uff0c\u5982\u679c\u770b\u51fa\u6765\u662f AI \u5199\u7684\uff0c\u90a3\u4f60\u5728\u6211\u5fc3\u91cc\u7edd\u5bf9\u662f\u8d2c\u503c\u7684\u3002<\/p>\n

\u6240\u4ee5\u73b0\u5728\u7684\u72b6\u6001\u662f\uff0c\u4f60\u65ad\u4e0d\u80fd\u8ba9\u5b83\u751f\u6210\u4e00\u6574\u7bc7\u6587\u7ae0\u3002\u7a0d\u5fae\u6709\u7ecf\u9a8c\u7684\u4eba\u4f1a\u628a\u5b83\u5f53\u4f5c\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u52a9\u624b\uff0c\u4e00\u70b9\u4e00\u70b9\u642d\u8d77\u6765\uff0c\u6700\u540e\u8fd8\u9700\u8981\u81ea\u5df1\u638c\u63e1\u706b\u5019\u3002 AI \u5199\u4f5c\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u7684\u53d1\u6563\uff0c\u5e2e\u4f60\u53d1\u6563\u601d\u8003\u3002<\/span><\/p>\n

\u8868\u8fbe\u5bf9\u5f88\u591a\u4eba\u6765\u8bf4\u662f\u4e2a\u95e8\u69db\uff0c\u6709\u7684\u4eba\u4e0d\u77e5\u9053\u5199\u4ec0\u4e48\u3001\u600e\u4e48\u5199\u3002 AI \u53ef\u4ee5\u5e2e\u4f60\u505a\u83dc\uff0c\u98df\u6750\u51c6\u5907\u597d\u3001\u914d\u6bd4\u8c03\u597d\uff0c\u4f46\u6700\u540e\u7092\u51fa\u6765\u7684\u8fc7\u7a0b\u548c\u706b\u5019\u8fd8\u662f\u4f60\u81ea\u5df1\u638c\u63e1\u3002\u5168\u90e8\u4ea4\u7ed9 AI \u5c31\u6ca1\u6c34\u5e73\u3002<\/span><\/p>\n

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\u6211\u4eec\u8fd9\u4e2a\u884c\u4e1a\u5199\u7684\u4e1c\u897f\u66f4\u7ed3\u6784\u5316\u3001\u66f4\u4e13\u4e1a\u77e5\u8bc6\u9a71\u52a8\uff0c\u6587\u98ce\u5012\u4e0d\u662f\u7279\u522b\u91cd\u8981\u3002\u4f46\u827a\u672f\u3001\u7535\u5f71\u3001\u97f3\u4e50\u8fd9\u4e9b\u66f4\u4f9d\u8d56\u521b\u4f5c\u8005\u672c\u8eab\u3002\u6211\u89c9\u5f97 AI \u66f4\u50cf\u662f\u7ed9\u884c\u4e1a\u666e\u60e0\u7684\u5de5\u5177\uff0c\u628a\u57fa\u7840\u80fd\u529b\u62c9\u9ad8\uff0c\u4f46\u5f88\u96be\u5728\u5c40\u90e8\u9886\u57df\u7a81\u7834\u5929\u82b1\u677f\u3002\u80fd\u79f0\u5f97\u4e0a\u4ec0\u4e48\u300c\u5bb6\u300d\u7684\u89d2\u8272\uff0cAI \u5e72\u4e0d\u4e86\uff0c\u4f46\u5b83\u53ef\u4ee5\u6210\u4e3a\u5927\u5bb6\u57fa\u7840\u7684\u5de5\u5177\uff0c\u5c31\u50cf\u8ba1\u7b97\u5668\u3002<\/p>\n

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 <\/p>\n

04 <\/span><\/h1>\n

\u540e AI \u65f6\u4ee3\u7684\u6559\u80b2\uff1a\u4eba\u7c7b\u8be5\u5f80\u54ea\u91cc\u53bb\uff1f <\/span><\/p>\n

 <\/p>\n

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 <\/p>\n

05 <\/span><\/h1>\n

\u4f60\u5e0c\u671b AI \u80fd\u529b\u672a\u6765\u66f4\u5f3a\u5417\uff1f <\/span><\/p>\n

 <\/p>\n

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