{"id":57542,"date":"2025-03-12T20:27:11","date_gmt":"2025-03-12T12:27:11","guid":{"rendered":"https:\/\/swarma.org\/?p=57542"},"modified":"2025-03-12T20:27:11","modified_gmt":"2025-03-12T12:27:11","slug":"ai%e7%8b%82%e6%ac%a2%e7%9a%84%e8%83%8c%e5%90%8e%ef%bc%9a%e7%ae%97%e5%8a%9b%e7%9a%84%e8%83%bd%e8%80%97%ef%bc%8c%e6%88%91%e4%bb%ac%e8%af%a5%e6%8b%85%e5%bf%a7%e5%90%97%ef%bc%9f-nature%e6%8a%a5%e9%81%93","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=57542","title":{"rendered":"AI\u72c2\u6b22\u7684\u80cc\u540e\uff1a\u7b97\u529b\u7684\u80fd\u8017\uff0c\u6211\u4eec\u8be5\u62c5\u5fe7\u5417\uff1f | Nature\u62a5\u9053"},"content":{"rendered":"
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\u56fe\u7247\u6765\u6e90\uff1ago.nature.com\/439becc<\/span><\/p>\n


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\u7531\u4e8e\u7f3a\u4e4f\u516c\u53f8\u7684\u8be6\u7ec6\u6570\u636e\uff0c\u7814\u7a76\u4eba\u5458\u4ee5\u4e24\u79cd\u65b9\u5f0f\u63a2\u8ba8\u4e86AI\u7684\u80fd\u6e90\u9700\u6c42\u30022023\u5e74\uff0c\u5fb7\u5f17\u91cc\u65af\u4f7f\u7528\u4e86\u4e00\u79cd\u4f9b\u5e94\u94fe\uff08\u6216\u57fa\u4e8e\u5e02\u573a\u7684\uff09\u65b9\u6cd5<\/strong>\u3002\u4ed6\u67e5\u770b\u4e86NVIDIA\u670d\u52a1\u5668\u7684\u529f\u8017\uff0c\u8be5\u670d\u52a1\u5668\u5728\u751f\u6210\u5f0fAI\u5e02\u573a\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\uff0c\u5e76\u636e\u6b64\u63a8\u7b97\u4e00\u5e74\u6240\u9700\u7684\u7535\u529b\u3002\u7136\u540e\uff0c\u4ed6\u6839\u636e\u7279\u5b9a\u4efb\u52a1\u6240\u9700\u6b64\u7c7b\u670d\u52a1\u5668\u603b\u6570\u7684\u4f30\u8ba1\u503c\u4e58\u4ee5\u8fd9\u4e00\u6570\u5b57\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u5fb7\u5f17\u91cc\u65af\u7528\u8fd9\u79cd\u65b9\u6cd5\u4f30\u8ba1\u4e86\u5982\u679c\u8c37\u6b4c\u641c\u7d22\u4f7f\u7528\u751f\u6210\u5f0fAI\u6240\u9700\u7684\u80fd\u91cf\u3002\u4e24\u5bb6\u80fd\u6e90\u5206\u6790\u516c\u53f8\u4f30\u8ba1\uff0c\u8c37\u6b4c\u641c\u7d22\u4f7f\u7528<\/strong>\u7c7b\u4f3cChatGPT\u7684AI\u9700\u898140<\/strong>\u5230<\/strong>50\u4e07\u53f0NVIDIA A100\u670d\u52a1\u5668<\/strong>\uff0c\u57fa\u4e8e\u8fd9\u4e9b\u670d\u52a1\u5668\u7684\u529f\u7387\u9700\u6c42\uff0c\u8fd9\u5c06\u76f8\u5f53\u4e8e\u6bcf\u5e7423\u81f329\u592a\u74e6\u65f6<\/span> (TWh) <\/span>\u7684\u7535\u529b\u3002\u7136\u540e\uff0c\u6839\u636e\u5206\u6790\u5e08\u63d0\u4f9b\u7684\u6bcf\u65e5\u9ad8\u8fbe90\u4ebf\u6b21\u641c\u7d22\u7684\u4f30\u7b97<\/span>\uff08\u4e0d\u540c\u6765\u6e90\u7684\u4f30\u8ba1\u6570\u5b57\uff09<\/span>\uff0c\u5fb7\u5f17\u91cc\u65af\u8ba1\u7b97\u51fa\u6bcf\u6b21\u901a\u8fc7AI\u670d\u52a1\u5668\u7684\u8bf7\u6c42\u5927\u7ea6\u9700\u89817\u81f39\u74e6\u65f6(Wh)\u7684\u7535\u529b\u3002\u6309\u7167\u8c37\u6b4c\u57282009\u5e74\u535a\u5ba2\u6587\u7ae0\u4e2d\u62a5\u9053\u7684\u6570\u5b57\uff0c\u8fd9\u662f\u666e\u901a\u641c\u7d22<\/strong>\u4f7f\u7528\u7535\u529b<\/strong>\u768423\u81f330\u500d<\/strong><\/span>\uff08\u53c2\u89c1 go.nature.com\/3d8sd4t\uff09<\/span>\u3002\u5bf9\u6b64\uff0c\u8c37\u6b4c\u65b9\u6ca1\u6709\u56de\u5e94\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u5fb7\u5f17\u91cc\u65af\u8bf4\uff0c\u8fd9\u79cd\u8ba1\u7b97\u65b9\u5f0f\u611f\u89c9\u50cf\u662f\u201c\u6293\u4f4f\u6551\u547d\u7a3b\u8349\u201d<\/span>\uff08grasping at straws\uff09<\/span>\uff0c\u56e0\u4e3a\u4ed6\u4e0d\u5f97\u4e0d\u4f9d\u9760\u6765\u81ea\u7b2c\u4e09\u65b9\u7684\u4f30\u7b97\u3002\u800c\u4ed6\u7684\u6570\u5b57\u5f88\u5feb\u8fc7\u65f6\u4e86\uff0c\u56e0\u4e3a\u73b0\u5728\u7684AI\u6a21\u578b\u5728\u8ba1\u7b97\u6210\u672c\u4ec5\u4e3a2023\u5e74\u6a21\u578b\u4e00\u5c0f\u90e8\u5206\u7684\u60c5\u51b5\u4e0b<\/strong>\uff0c\u4e5f\u53ef\u4ee5<\/strong>\u8fbe\u5230\u76f8\u540c\u7684\u51c6\u786e\u5ea6<\/strong>\uff0c\u6240\u4ee5\u73b0\u5728\u7528\u4e8e\u96c6\u6210AI\u7684\u8c37\u6b4c\u641c\u7d22\u6240\u9700\u7684\u670d\u52a1\u5668\u6570\u91cf\u53ef\u80fd\u66f4\u4f4e\uff0c\u6b63\u5982\u7f8e\u56fd\u80fd\u6e90\u5206\u6790\u516c\u53f8SemiAnalysis<\/span>\uff08\u5fb7\u5f17\u91cc\u65af\u4f30\u7b97\u7684\u6765\u6e90\u6570\u636e\uff09<\/span>\u5728\u7ed9\u300a\u81ea\u7136\u300b\u6742\u5fd7\u7684\u7535\u5b50\u90ae\u4ef6\u4e2d\u6240\u5199\u9053\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u5373\u4fbf\u5982\u6b64\uff0c\u8be5\u516c\u53f8\u8868\u793a\uff0c\u8bc4\u4f30\u751f\u6210\u5f0fAI\u80fd\u8017\u7684\u6700\u4f73\u65b9\u5f0f\u4ecd\u7136\u662f\u76d1\u63a7\u670d\u52a1\u5668\u53d1\u8d27\u91cf\u53ca\u5176\u529f\u7387\u9700\u6c42\uff0c\u8fd9\u662f\u8bb8\u591a\u5206\u6790\u5e08\u5e7f\u6cdb\u91c7\u7528\u7684\u65b9\u6cd5\u3002\u7136\u800c\uff0c\u8981\u5206\u79bb\u51fa\u4ec5\u7531\u751f\u6210\u5f0fAI\u4f7f\u7528\u7684\u80fd\u91cf\u662f\u5f88\u56f0\u96be\u7684\uff0c\u56e0\u4e3a\u6570\u636e\u4e2d\u5fc3\u901a\u5e38\u4e5f\u9700\u8981\u6267\u884c\u975eAI\u4efb\u52a1\u3002<\/span><\/p>\n


<\/span><\/p>\n


<\/span><\/h3>\n

\n
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\n
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<\/section>\n
<\/section>\n
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<\/section>\n<\/section>\n<\/section>\n
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\u81ea\u4e0b\u800c\u4e0a\u7684\u4f30\u7b97<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n
<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

<\/p>\n

\u53e6\u4e00\u79cd<\/strong>\u8bc4\u4f30<\/strong>AI<\/strong>\u80fd\u8017<\/strong>\u9700\u6c42\u7684\u65b9\u6cd5\u662f\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\u7684\uff1a\u7814\u7a76\u4eba\u5458\u6d4b\u91cf\u4e00\u4e2a\u4e0eAI\u76f8\u5173\u7684\u8bf7\u6c42\u5728\u4e00\u4e2a\u5177\u4f53\u6570\u636e\u4e2d\u5fc3\u4e2d\u7684<\/strong>\u7535\u529b<\/strong>\u9700\u6c42\u3002<\/strong>\u7136\u800c\uff0c\u72ec\u7acb\u7814\u7a76\u4eba\u5458\u53ea\u80fd\u4f7f\u7528\u5f00\u6e90\u7684AI\u6a21\u578b\u8fdb\u884c\u6d4b\u91cf\uff0c\u8fd9\u4e9b\u6a21\u578b\u7684\u80fd\u8017\u9884\u8ba1\u548c\u79c1\u6709\u6a21\u578b<\/span>\uff08\u975e\u5f00\u6e90\uff09<\/span>\u7c7b\u4f3c\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u4e9b\u6d4b\u8bd5\u80cc\u540e\u7684\u6982\u5ff5\u662f\u7528\u6237\u63d0\u4ea4\u4e00\u4e2a\u63d0\u793a\uff0c\u4f8b\u5982\u751f\u6210\u56fe\u50cf\u6216\u6587\u672c\u804a\u5929\u7684\u8bf7\u6c42\uff0c\u7136\u540ePython\u8f6f\u4ef6\u5305CodeCarbon\u53ef\u5141\u8bb8\u7528\u6237\u7535\u8111\u8bbf\u95ee\u6570\u636e\u4e2d\u5fc3\uff0c\u83b7\u53d6\u6a21\u578b\u6267\u884c\u82af\u7247\u7684\u6280\u672f\u7ec6\u8282\u3002\u201c\u5728\u8fd0\u884c\u7ed3\u675f\u65f6\uff0c\u5b83\u4f1a<\/strong>\u63d0\u4f9b<\/strong>\u6240\u4f7f\u7528\u7684\u786c\u4ef6\u6d88\u8017\u4e86\u591a\u5c11<\/strong>\u7535\u529b<\/strong>\u7684\u4f30\u8ba1\u503c<\/strong>\uff0c\u201d\u8428\u838e\u00b7\u5362\u897f\u5965\u5c3c\u8bf4\uff0c\u4ed6\u662f\u5e2e\u52a9\u5f00\u53d1CodeCarbon\u7684AI\u7814\u7a76\u5458\uff0c\u5e76\u4e14\u5728\u7ebd\u7ea6\u5e02\u7684Hugging Face\u5de5\u4f5c\uff0c\u8be5\u516c\u53f8\u6258\u7ba1\u4e86\u4e00\u4e2a\u5f00\u653e\u6e90\u4ee3\u7801\u5e73\u53f0\uff0c\u7528\u4e8eAI\u6a21\u578b\u548c\u6570\u636e\u96c6\u3002<\/span><\/p>\n

\u5362\u897f\u5965\u5c3c\u548c\u5176\u4ed6\u4eba\u53d1\u73b0\u4e0d\u540c\u7684\u4efb\u52a1\u9700\u8981\u4e0d\u540c\u7684\u80fd\u91cf\u3002\u6839\u636e\u4ed6\u4eec\u6700\u65b0\u7684\u7ed3\u679c\uff0c\u5e73\u5747\u800c\u8a00\uff0c\u6839\u636e\u6587\u672c\u63d0\u793a\u751f\u6210\u56fe\u50cf\u5927\u7ea6\u6d88\u80170.5 Wh\u7684<\/strong>\u7535\u529b<\/strong>\uff0c\u800c\u751f\u6210\u6587\u672c\u5219\u7565\u5c11<\/strong>\u3002\u4f5c\u4e3a\u6bd4\u8f83\uff0c\u73b0\u4ee3\u667a\u80fd\u624b\u673a\u5145\u6ee1\u7535\u5927\u7ea6\u9700\u898122 Wh\u3002\u4f46\u5b58\u5728\u5f88\u5927\u7684\u5dee\u5f02\uff1a\u8f83\u5927\u7684\u6a21\u578b\u9700\u8981\u66f4\u591a\u7684\u80fd\u91cf<\/span>\uff08\u53c2\u89c1\u2018AI\u4f7f\u7528\u591a\u5c11\u80fd\u91cf\uff1f\u2019\uff09<\/span>\u3002\u5fb7\u5f17\u91cc\u65af\u8bf4\uff0c\u8fd9\u4e9b\u6570\u5b57\u4f4e\u4e8e\u4ed6\u8bba\u6587\u4e2d\u7684\u6570\u5b57\uff0c\u4f46\u8fd9\u53ef\u80fd\u662f\u56e0\u4e3a\u5362\u897f\u5965\u5c3c\u7b49\u4eba\u6d4b\u8bd5\u7528\u7684\u6a21\u578b\u81f3\u5c11\u6bd4\u652f\u6301ChatGPT\u7684\u6a21\u578b\u5c0f\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u4ee5\u53caAI\u53d8\u5f97\u8d8a\u6765\u8d8a\u9ad8\u6548\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u4e9b\u6570\u5b57\u662f\u4e00\u4e2a\u4e0b\u9650<\/strong>\uff0c\u6839\u636e\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u827e\u739b\u00b7\u65af\u7279\u9c81\u8d1d\u5c14<\/span>\uff08Emma Strubell\uff09<\/span>\u7684\u8bf4\u6cd5\uff0c\u4ed6\u662f\u5362\u897f\u5965\u5c3c\u7684\u5408\u4f5c\u7814\u7a76\u8005\u3002\u4ed6\u4eec\u8bf4\uff0c\u201c\u5426\u5219\uff0c\u516c\u53f8\u4f1a\u51fa\u6765\u7ea0\u6b63\u6211\u4eec\uff0c\u4f46\u4ed6\u4eec\u5e76\u6ca1\u6709\u3002\u201d\u6b64\u5916\uff0c\u516c\u53f8\u901a\u5e38\u4e0d\u4f1a\u63d0\u4f9b\u4f30\u7b97\u6570\u636e\u4e2d\u5fc3\u51b7\u5374<\/span>\uff08data-centre cooling\uff09<\/span>\u6240\u9700\u7535\u529b\u76f8\u5173\u7684\u4fe1\u606f\u3002\u636e\u6cd5\u56fd\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u672c\u8bfa\u74e6\u00b7\u79d1\u5c14\u8482<\/span>\uff08Beno\u00eet Courty\uff09<\/span>\u6240\u8bf4\uff0cCodeCarbon\u4e5f\u65e0\u6cd5\u8bbf\u95ee\u67d0\u4e9b\u7c7b\u578b\u7684\u82af\u7247\u7684\u80fd\u91cf\u6d88\u8017\u6570\u636e\uff0c\u8fd9\u5305\u62ec\u8c37\u6b4c\u7684\u4e13\u6709TPU\u82af\u7247\uff0c\u4ed6\u662fCodeCarbon\u7684\u7ef4\u62a4\u8005\u3002<\/span><\/p>\n


<\/span><\/p>\n

<\/p>\n

AI\u5728\u4e0d\u540c\u4efb\u52a1\u4e0a\u7684\u80fd\u8017<\/span><\/p>\n


<\/span><\/p>\n

\u5362\u897f\u5965\u5c3c\u8fd8\u7814\u7a76\u4e86\u4e00\u4e2a\u6a21\u578b\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u7edf\u8ba1\u6a21\u5f0f\uff0c\u4e5f\u5c31\u662f\u8bad\u7ec3\u751f\u6210\u5f0fAI\u6a21\u578b\u9700\u8981\u591a\u5c11\u80fd\u91cf\u3002\u8bad\u7ec3\u50cfGPT-3\u8fd9\u6837\u7684\u6a21\u578b\uff0c\u5373ChatGPT\u7684\u7b2c\u4e00\u4e2a\u7248\u672c\u80cc\u540e\u7684\u6a21\u578b\uff0c\u9700\u8981\u7684\u80fd\u91cf\u7ea6\u4e3a\u5343\u5146\u74e6\u65f6\u3002\u4f46\u6309\u7167\u6a21\u578b\u6bcf\u5929\u63a5\u6536\u6570\u5341\u4ebf\u6b21\u8bf7\u6c42\u7684\u8ba1\u7b97\uff0c\u90a3\u4e48\u56de\u7b54\u8fd9\u4e9b\u67e5\u8be2\u6240\u6d88\u8017\u7684\u7535\u529b\uff0c\u80fd\u8017\u5728\u592a\u74e6\u65f6\u91cf\u7ea7\uff0c\u4f9d\u7136\u4e3b\u5bfcAI\u6bcf\u5e74\u7684\u80fd\u8017\u9700\u6c42\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u4e0a\u4e2a\u6708\uff0c\u5362\u897f\u5965\u5c3c\u548c\u5176\u4ed6\u7814\u7a76\u4eba\u5458\u53d1\u8d77\u4e86AI Energy Score\u9879\u76ee\uff0c\u8fd9\u662f\u4e00\u4e2a\u516c\u5171\u5021\u8bae\uff0c\u65e8\u5728\u6bd4\u8f83\u4e0d\u540c\u4efb\u52a1\u4e0a\u7684AI\u6a21\u578b\u7684\u80fd\u6548\uff0c\u5e76\u7ed9\u6bcf\u4e2a\u6a21\u578b\u8bc4\u7ea7\u3002\u5c01\u95ed\u6e90\u4ee3\u7801\u6a21\u578b\u7684\u5f00\u53d1\u8005\u4e5f\u53ef\u4ee5\u4e0a\u4f20\u6d4b\u8bd5\u7ed3\u679c\uff0c\u7136\u800c\u76ee\u524d\u53ea\u6709\u7f8e\u56fd\u8f6f\u4ef6\u516c\u53f8Salesforce\u53c2\u4e0e\u4e86\u8fdb\u6765\uff0c\u5362\u897f\u5965\u5c3c\u8bf4\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u968f\u7740\u7ade\u4e89\u7684\u52a0\u5267\uff0c\u516c\u53f8\u5bf9\u4e8e\u5176\u6700\u65b0\u884c\u4e1a\u6a21\u578b\u7684\u80fd\u6e90\u9700\u6c42\u8d8a\u6765\u8d8a\u95ed\u53e3\u4e0d\u8c08\uff0c\u2018\u516c\u53f8\u95f4\u5171\u4eab\u4fe1\u606f\u7684\u73b0\u8c61\u6709\u6240\u51cf\u5c11\u2019\uff0c\u65af\u7279\u9c81\u8d1d\u5c14\u8bf4\u3002\u5982\u8c37\u6b4c\u548c\u5fae\u8f6f\u7b49\u516c\u53f8\u7684\u62a5\u544a\u6240\u79f0\uff0c\u5f52\u56e0\u4e8e\u652f\u6301AI\u7684\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\uff0c\u4ed6\u4eec\u7684\u78b3\u6392\u653e\u91cf\u6b63\u5728\u589e\u52a0\u3002<\/span>\uff08\u5f53\u88ab\u300a\u81ea\u7136\u300b\u6742\u5fd7\u63d0\u53ca\u7f3a\u4e4f\u900f\u660e\u5ea6\u7684\u6279\u8bc4\u65f6\uff0c\u5305\u62ec\u8c37\u6b4c\u3001\u5fae\u8f6f\u548c\u4e9a\u9a6c\u900a\u5728\u5185\u7684\u516c\u53f8\u6ca1\u6709\u56de\u5e94\uff1b\u76f8\u53cd\uff0c\u5b83\u4eec\u5f3a\u8c03\u6b63\u5728\u4e0e\u5730\u65b9\u5f53\u5c40\u5408\u4f5c\uff0c\u786e\u4fdd\u65b0\u5efa\u7684\u6570\u636e\u4e2d\u5fc3\u4e0d\u4f1a\u5f71\u54cd\u5f53\u5730\u7684\u516c\u7528\u8bbe\u65bd\u4f9b\u5e94\u3002\uff09<\/span><\/p>\n


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\u4e00\u4e9b\u653f\u5e9c\u73b0\u5728\u8981\u6c42\u516c\u53f8\u63d0\u9ad8\u900f\u660e\u5ea6\u30022023\u5e74\uff0c\u6b27\u76df\u901a\u8fc7\u4e86\u4e00\u9879\u80fd\u6e90\u6548\u7387\u6307\u4ee4\uff0c\u8981\u6c42\u80fd\u8017500\u5343\u74e6\u529f\u7387\u4ee5\u4e0a\u7684\u6570\u636e\u4e2d\u5fc3\u8fd0\u8425\u5546\u6bcf\u5e74\u62a5\u544a\u5176\u80fd\u6e90\u6d88\u8017\u3002<\/span><\/p>\n


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\u57fa\u4e8e\u4f9b\u5e94\u94fe\u4f30\u7b97\u65b9\u6cd5\uff0c\u5206\u6790\u5e08\u8868\u793a\u6570\u636e\u4e2d\u5fc3\u76ee\u524d\u4ec5\u5360\u4e16\u754c\u7535\u529b\u9700\u6c42\u7684\u4e00\u5c0f\u90e8\u5206\u3002\u56fd\u9645\u80fd\u6e90\u7f72<\/span>\uff08IEA\uff09<\/span>\u4f30\u8ba1\uff0c\u57282022\u5e74\uff0c\u6b64\u7c7b\u8bbe\u65bd\u4f7f\u7528\u7684\u7535\u91cf\u4e3a240\u81f3340\u592a\u74e6\u65f6\uff0c\u6216\u5360\u4e16\u754c\u9700\u6c42\u76841%\u52301.3%\uff0c\u5982\u679c\u5305\u62ec\u52a0\u5bc6\u8d27\u5e01\u6316\u6398\u548c\u6570\u636e\u4f20\u8f93\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd9\u4e00\u6bd4\u4f8b\u5c06\u5347\u81f32% [4]\u3002<\/span><\/p>\n


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AI\u7684\u7206\u53d1\u5c06\u4f1a\u589e\u52a0\u8fd9\u4e00\u6bd4\u4f8b\uff0c\u4f46\u7531\u4e8e\u8bb8\u591a\u884c\u4e1a\u7684\u7535\u6c14\u5316\u3001\u7535\u52a8\u6c7d\u8f66\u7684\u589e\u957f\u4ee5\u53ca\u7a7a\u8c03\u9700\u6c42\u7684\u589e\u52a0\uff0c\u9884\u8ba1\u52302050\u5e74\u5168\u7403\u7535\u529b\u6d88\u8017\u5c06\u589e\u957f\u8d85\u8fc780%\uff0c\u56e0\u6b64\u6570\u636e\u4e2d\u5fc3\u201c\u5728\u5168\u7403\u7535\u529b\u9700\u6c42\u589e\u957f\u4e2d\u6240\u5360\u7684\u6bd4\u4f8b\u76f8\u5bf9\u8f83\u5c0f\u201d\uff0cIEA\u62a5\u9053[4]\u3002<\/span><\/p>\n


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\u5373\u4f7f\u6709\u5bf9AI\u5f53\u524d\u80fd\u6e90\u9700\u6c42\u7684<\/strong>\u4f30\u7b97<\/strong>\u503c\uff0c\u4e5f\u5f88\u96be\u9884\u6d4b\u672a\u6765\u8d8b\u52bf<\/strong>\uff0c\u5e93\u7c73\u8b66\u544a\u8bf4\u3002\u201c\u6ca1\u6709\u4eba\u77e5\u9053\u5373\u4f7f\u662f\u51e0\u5e74\u540e\uff0c\u6570\u636e\u4e2d\u5fc3<\/span>\uff08\u65e0\u8bba\u662fAI\u8fd8\u662f\u4f20\u7edf\u578b\uff09<\/span>\u5c06\u4f7f\u7528\u591a\u5c11\u7535\u529b\u201d\uff0c\u4ed6\u8bf4\u3002\u4e3b\u8981\u539f\u56e0\u662f\u672a\u6765\u6240\u9700\u7684\u670d\u52a1\u5668\u548c\u6570\u636e\u4e2d\u5fc3\u6570\u91cf\u5b58\u5728\u95ee\u9898\uff0c\u5728\u8d22\u653f\u7684\u6fc0\u52b1\u4e0b\uff0c\u516c\u7528\u4e8b\u4e1a\u516c\u53f8\u548c\u6280\u672f\u516c\u53f8\u901a\u5e38\u5938\u5927\u6570\u5b57\u3002\u5e76\u4e14\uff0c\u8bb8\u591a\u9884\u6d4b\u662f\u57fa\u4e8e\u201c\u7b80\u5355\u5316\u7684\u5047\u8bbe\u201d\uff0c\u4ed6\u4eec\u5c06\u6700\u8fd1\u7684\u8d8b\u52bf\u5916\u63a8\u5230\u672a\u6765\u5341\u5e74\u6216\u5341\u4e94\u5e74\u3002<\/span><\/p>\n


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\u53bb\u5e74\u665a\u4e9b\u65f6\u5019\uff0c\u5e93\u7c73\u4e0e\u4ed6\u4eba\u5408\u8457\u4e86\u4e00\u4efd\u7531\u7f8e\u56fd\u80fd\u6e90\u90e8\u8d44\u52a9\u7684\u62a5\u544a[5]\uff0c\u8be5\u62a5\u544a\u4f30\u8ba1\u7f8e\u56fd\u7684\u6570\u636e\u4e2d\u5fc3\u76ee\u524d\u4f7f\u7528\u56fd\u5bb6\u7535\u529b\u7684176\u592a\u74e6\u65f6<\/span>\uff084.4%\uff09<\/span>\uff0c\u5e76\u4e14\u52302028\u5e74\u53ef\u80fd\u4f1a\u7ffb\u500d\u6216\u4e09\u500d\uff0c\u8fbe\u5230\u603b\u7528\u7535\u91cf\u76847%\u523012%\u3002<\/span><\/p>\n


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\u4e0e\u6b64\u540c\u65f6\uff0cSemiAnalysis\u5728\u51762024\u5e743\u6708\u7684\u62a5\u544a\u4e2d\u6307\u51fa<\/span>\uff08\u53c2\u89c1 go.nature.com\/439becc\uff09<\/span>\uff0c\u52302028\u5e74\uff0c\u6570\u636e\u4e2d\u5fc3\u5c06\u6d88\u8017\u7f8e\u56fd15%\u7684\u7535\u529b\uff0c\u52302030\u5e74\u5c06\u6d88\u8017\u5168\u7403\u80fd\u6e90\u751f\u4ea7\u76844.5%<\/span>\uff08\u5927\u7ea6\u662fIEA\u6570\u636e\u7684\u4e24\u500d\uff09<\/span>\u3002IEA\u8ba1\u5212\u4e0b\u4e2a\u6708\u66f4\u65b0\u5176\u6570\u636e\uff0c\u4f46\u65e0\u8bba\u5176\u9884\u6d4b\u5982\u4f55\uff0c\u663e\u7136\uff0cAI\u5bf9\u80fd\u6e90\u7684\u5f71\u54cd\u5728\u5730\u65b9\u548c\u533a\u57df\u5c42\u9762\u4e0a\u6700\u4e3a\u660e\u663e\u3002<\/span><\/p>\n


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\u5c31\u5728\u4e16\u754c\u5404\u5730\u7684\u7814\u7a76\u4eba\u5458\u5c3d\u529b\u8bc4\u4f30AI\u5bf9\u80fd\u6e90\u7684\u5f71\u54cd\u65f6\uff0c\u5f17\u5409\u5c3c\u4e9a\u5dde\u7684\u5c45\u6c11\u4e5f\u7f3a\u5c11\u6709\u5173\u8be5\u5730\u533a\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u60c5\u51b5\u7684\u4fe1\u606f\u3002\u5e15\u6885\u5229\u901a\u8fc7\u67e5\u9605\u65b0\u95fb\u62a5\u9053\u3001\u884c\u4e1a\u51fa\u7248\u7269\u3001\u7a0e\u52a1\u7533\u62a5\u548c\u4f17\u5305\u63d0\u793a\uff0c\u8ffd\u8e2a\u4e86\u4e00\u4e9b\u6570\u636e\u4e2d\u5fc3\u7684\u7535\u529b\u9700\u6c42\uff0c\u7136\u800c\uff0c\u8981\u627e\u5230\u76f8\u5173\u7684\u4fe1\u606f\u975e\u5e38\u5177\u6709\u6311\u6218\u6027\u3002<\/span><\/p>\n


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\u91cc\u58eb\u6ee1\u5f17\u5409\u5c3c\u4e9a\u5dde\u7acb\u6cd5\u5ba1\u8ba1\u5ba1\u67e5\u59d4\u5458\u4f1a\u7684\u9996\u5e2d\u7acb\u6cd5\u653f\u7b56\u5206\u6790\u5e08\u9a6c\u514b\u00b7\u683c\u91cc\u5bbe<\/span>\uff08Mark Gribbin\uff09<\/span>\u8868\u793a\uff0c\u5f53\u5730\u7535\u529b\u516c\u53f8\u786e\u5b9e\u77e5\u9053\u5efa\u9020\u6570\u636e\u4e2d\u5fc3\u7684\u516c\u53f8\u627f\u8bfa\u9700\u8981\u591a\u5c11\u7535\u529b\u3002\u4f5c\u4e3a\u76d1\u7763\u5dde\u7ea7\u9879\u76ee\u548c\u673a\u6784\u7684\u653f\u5e9c\u673a\u6784\u6210\u5458\uff0c\u4ed6\u5171\u540c\u64b0\u5199\u4e86\u90a3\u4efd\u6570\u636e\u4e2d\u5fc3\u5c06\u5728\u5341\u5e74\u5185\u4f7f\u5f17\u5409\u5c3c\u4e9a\u7684\u7535\u529b\u9700\u6c42\u7ffb\u500d\u7684\u62a5\u544a[1]\u3002\u4f46\u662f\uff0c\u516c\u53f8\u901a\u5e38\u4e0d\u4f1a\u516c\u5f00\u5355\u4e2a\u6570\u636e\u4e2d\u5fc3\u7684\u5177\u4f53\u7535\u529b\u9700\u6c42\u3002<\/span><\/p>\n


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\u4e0e\u6b64\u540c\u65f6\uff0c\u5f17\u5409\u5c3c\u4e9a\u5dde\u7684\u7535\u529b\u57fa\u7840\u8bbe\u65bd\u5df2\u663e\u793a\u51fa\u7d27\u5f20\u8ff9\u8c61\u3002\u4f4d\u4e8e\u534e\u76db\u987f\u7279\u533a\u4ee5\u897f\u7684\u5a01\u5ec9\u738b\u5b50\u53bf\u7684\u4e00\u4e9b\u6279\u51c6\u7684\u6570\u636e\u4e2d\u5fc3\u9762\u4e34\u957f\u8fbe\u4e09\u5e74\u7684\u5ef6\u8fdf\uff0c\u56e0\u4e3a\u7535\u529b\u516c\u53f8\u65e0\u6cd5\u6309\u627f\u8bfa\u7684\u65f6\u95f4\u5411\u5b83\u4eec\u4f9b\u7535\u3002<\/span><\/p>\n


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\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5efa\u9020\u6570\u636e\u4e2d\u5fc3\u7684\u516c\u53f8\u6b63\u8bd5\u56fe\u81ea\u5df1\u91c7\u8d2d\u7535\u529b\u4f9b\u5e94\u3002\u4f8b\u5982\uff0c\u53bb\u5e74\u5fae\u8f6f\u8fbe\u6210\u4e86\u4e00\u9879\u91cd\u542f\u5bbe\u5915\u6cd5\u5c3c\u4e9a\u5dde\u4e09\u91cc\u5c9b\u6838\u7535\u7ad9\u53cd\u5e94\u5806\u7684\u534f\u8bae\uff0c\u4ee5\u5e2e\u52a9\u4e3a\u5176AI\u8fd0\u8425\u4f9b\u7535\u3002\u867d\u7136\u5176\u4e2d\u4e00\u4e9b\u9879\u76ee\u4f7f\u7528\u4f4e\u78b3\u6216\u53ef\u518d\u751f\u80fd\u6e90\uff0c\u4f46\u4e00\u4e9b\u516c\u7528\u4e8b\u4e1a\u516c\u53f8\u548c\u7acb\u6cd5\u8005\u6b63\u5728\u63a8\u52a8\u53d1\u5c55\u66f4\u591a\u7684\u5316\u77f3\u71c3\u6599\u7535\u5382\uff0c\u6bd4\u5982\u71c3\u70e7\u5929\u7136\u6c14\u7684\u7535\u5382\uff0c\u7136\u800c\u8fd9\u5c06\u589e\u52a0\u78b3\u6392\u653e\u3002<\/span><\/p>\n


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AI\u7684\u9700\u6c42\u662f\u5426\u4f1a\u4e0b\u964d\uff1f<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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2014\u5e741\u6708\u81f32024\u5e748\u6708\u7f8e\u56fd\u6570\u636e\u4e2d\u5fc3\u6295\u8d44\u60c5\u51b5\uff0c\u56fe\u7247\u6765\u6e90\uff1ago.nature.com\/4hu2hos<\/span><\/section>\n


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\u4e2d\u56fd\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u53d1\u5e03\u7684DeepSeek-R1\u6a21\u578b\u80fd\u591f\u4ee5\u660e\u663e\u7684\u6210\u672c\u4f18\u52bf\u4e0e\u7f8e\u56fd\u6a21\u578b\u76f8\u5339\u654c\u3002\u8fd9\u8ba9\u4e00\u4e9b\u7814\u7a76\u4eba\u5458\u8ba4\u4e3a\u73b0\u5728\u53ef\u4ee5\u521b\u5efa\u66f4\u597d\u7684\u6a21\u578b\u800c\u4e0d\u5fc5\u4f7f\u5176\u53d8\u5f97\u66f4<\/strong>\u201c\u5927\u201d<\/strong>\uff0c\u8fd9\u53ef\u80fd\u964d\u4f4e\u6570\u636e\u4e2d\u5fc3\u7684\u8ba1\u7b97\u9700\u6c42\u3002<\/span><\/p>\n


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\u96c6\u667a\u767e\u79d1\u56e2\u961f\u5bf9DeepSeek-R1\u6a21\u578b\u539f\u7406\u7684\u62c6\u89e3\uff1aDeepSeek-R1\uff5c\u96c6\u667a\u767e\u79d1<\/a><\/span><\/p>\n<\/blockquote>\n


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\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5982\u679c\u751f\u6210\u5f0fAI\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\uff0c\u4eba\u4eec\u5f88\u53ef\u80fd\u4f1a\u66f4\u52a0\u9891\u7e41\u5730\u4f7f\u7528\u5b83<\/strong>\u2014\u2014\u8fd9\u5c31\u662f\u6240\u8c13\u7684\u6770\u6587\u65af\u6096\u8bba<\/span>\uff08Jevons paradox\uff09<\/span>\uff0c\u5f97\u540d\u4e8e\u5341\u4e5d\u4e16\u7eaa\u82f1\u56fd\u7ecf\u6d4e\u5b66\u5bb6\u5a01\u5ec9\u00b7\u65af\u5766\u5229\u00b7\u6770\u6587\u65af\u3002\u4ed6\u89c2\u5bdf\u5230\u7164\u70ad\u6280\u672f\u6548\u7387\u7684\u63d0\u9ad8\u4e5f\u52a0\u901f\u4e86\u5f00\u91c7\uff0c\u4ece\u800c\u62b5\u6d88\u4e86\u8282\u7701\u4e0b\u7684\u80fd\u6e90\u3002<\/span><\/p>\n


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\u5341\u5e74\u540e\uff0c\u6309\u7167\u8ba1\u5212\uff0c\u751f\u6210\u5f0fAI\u7684\u4f7f\u7528\u91cf\u53ef\u80fd\u4f1a\u589e\u957f\uff0c\u5e93\u5c14\u4f69\u73c0\u53bf\u76ee\u524d\u63d0\u8bae\u7684\u6240\u6709\u6570\u636e\u4e2d\u5fc3\u90fd\u5c06\u4ee5\u6ee1\u8d1f\u8377\u8fd0\u884c\uff1b\u4e5f\u6709\u53ef\u80fd\u751f\u6210\u5f0fAI\u5c06\u6210\u4e3a\u4e00\u79cd\u76f8\u5bf9\u5c0f\u4f17\u7684\u6280\u672f\uff0c\u7531\u4e8e\u9700\u6c42\u4e0d\u8db3\uff0c\u4e00\u4e9b\u6570\u636e\u4e2d\u5fc3\u5c06\u5173\u95ed\u3002<\/span><\/p>\n


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\u201c\u5982\u679c\u505a\u51fa\u6709\u628a\u63e1\u7684\u9884\u6d4b\uff0c\u4f46\u8fd9\u4ef6\u4e8b\u672c\u8eab\u53c8\u5b58\u5728\u5de8\u5927\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u6709\u4eba\u5c31\u4f1a\u906d\u53d7\u635f\u5931\u201d\uff0c\u5e93\u7c73\u8bf4\u3002<\/span><\/p>\n


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\u53c2\u8003\u6587\u732e\uff1a<\/span><\/strong><\/span><\/p>\n

1. Joint Legislative Audit and Review Commission. Data Centers in Virginia 2024. JLARC Report 598 (JLARC, 2024).<\/span><\/section>\n
2. Electric Power Research Institute. Powering Intelligence: Analyzing Artificial Intelligence and Data Center Energy Consumption (EPRI, 2024).<\/span><\/section>\n
3. De Vries, A. Joule 7, 2191\u20132194 (2023).<\/span><\/section>\n
4. International Energy Agency. World Energy Outlook 2024 (IEA, 2024).<\/span><\/section>\n
5. Shehabi, A. et al. United States Data Center Energy Usage Report (Lawrence Berkeley National Laboratory, 2024).<\/span><\/span><\/section>\n

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AI+Science \u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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<\/p>\n<\/section>\n

AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\u3002\u4e00\u65b9\u9762\u662f AI for Science\uff0c\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6 AI \u6280\u672f\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\uff0c\u4ece\u9884\u6d4b\u5929\u6c14\u548c\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5230\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u88ab\u79f0\u4e3a\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u3002\u53e6\u4e00\u65b9\u9762\u662f Science for AI\uff0c\u79d1\u5b66\u5c24\u5176\u662f\u7269\u7406\u5b66\u4e2d\u7684\u89c4\u5f8b\u548c\u601d\u60f3\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\u3002<\/span><\/section>\n
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\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u6cf0\u9716\uff08Jure Leskovec \u6559\u6388\u6307\u5bfc\uff09\u3001\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458\u6248\u9e3f\u4e1a\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\uff08Max Tegmark \u6559\u6388\u6307\u5bfc\uff09\uff0c\u5171\u540c\u53d1\u8d77\u4ee5\u201cAI+Science<\/a>\u201d\u4e3a\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u63a2\u8ba8\u8be5\u9886\u57df\u7684\u91cd\u8981\u95ee\u9898\uff0c\u5171\u5b66\u5171\u7814\u76f8\u5173\u6587\u732e\u3002\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501\u56de\u653e\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/section>\n
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\"\u56fe\u7247\"<\/span><\/a><\/p>\n

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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n
\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/section>\n
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1. <\/strong>\u79d1\u5b66\u5bb6\u90fd\u5f00\u59cb\u7528\u8d77\u4e86AI\uff0c\u4e8b\u5b9e\u679c\u771f\u5982\u6b64\u5417\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>AI\u6a21\u62df\u793e\u4f1a\uff0c\u201c\u5e55\u540e\u201d\u7684\u64cd\u63a7\u8005\u7a76\u7adf\u662f\u8c01\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong>\u9996\u4e2a\u4e13\u4e3aAI\u4ece\u4e1a\u8005\u6253\u9020\u7684\u91cf\u5b50\u673a\u5668\u5b66\u4e60(Quantum Machine Learning)\u6559\u7a0b\u53d1\u5e03<\/a><\/strong><\/span><\/strong><\/section>\n
<\/strong><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/strong>\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n

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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5bfc\u8bed ChatGPT\u7b49AI\u6a21\u578b\u7206\u53d1\u5f0f\u589e\u957f\u5f15\u53d1\u5173\u952e\u95ee\u9898\uff1a\u8fd9\u573aAI\u9769\u547d\u9700\u8981\u6d88\u8017\u591a\u5c11\u80fd\u6e90\uff1f\u672c\u6587\u63a2\u7a76\u6570\u636e\u4e2d\u5fc3\u5728\u4e61\u6751\u5730\u533a\u7684\u5feb\u901f\u6269\u5f20\uff0c\u4ee5\u5f17\u5409\u5c3c\u4e9a\u5dde\u4e3a\u4f8b\uff0c\u63ed\u793a\u7814\u7a76\u8005\u5982\u4f55\u901a\u8fc7\u4f9b\u5e94\u94fe\u5206\u6790\u548c\u76f4\u63a5\u6d4b\u91cf\u4e24\u79cd\u65b9\u6cd5\u4f30\u7b97AI\u80fd\u8017\u3002\u867d\u7136AI\u76ee\u524d\u4ec5\u5360\u5168\u7403\u80fd\u6e90\u6d88\u8017\u7684\u5c0f\u90e8\u5206\uff0c\u4f46\u5728\u6570\u636e\u4e2d\u5fc3\u96c6\u4e2d\u533a\u57df\u5f71\u54cd\u663e\u8457\u3002\u6280\u672f\u6548\u7387\u7684\u63d0\u5347\u80fd\u5426\u8dd1\u8d62\u4f7f\u7528\u91cf\u7684\u589e…<\/p>\n","protected":false},"author":1,"featured_media":57534,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/57542"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=57542"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/57542\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/57534"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=57542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=57542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=57542"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=57542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}