{"id":822504,"date":"2026-08-04T16:51:48","date_gmt":"2026-08-04T08:51:48","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=822504"},"modified":"2026-08-04T16:51:48","modified_gmt":"2026-08-04T08:51:48","slug":"ai%e9%87%91%e5%b1%9e%ef%bc%9aai%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd%e5%bb%ba%e8%ae%be%e6%b5%aa%e6%bd%ae%e4%b8%8b%e7%9a%84%e9%87%91%e5%b1%9e%e5%8e%9f%e6%9d%90%e6%96%99%e4%ba%a7%e4%b8%9a%e7%a0%94","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=822504","title":{"rendered":"AI\u91d1\u5c5e\uff1aAI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6d6a\u6f6e\u4e0b\u7684\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u4e1a\u7814\u7a76\uff08\u4e0a\uff09"},"content":{"rendered":"
\n

\u6587 | \u76d8\u53e4\u667a\u5e93<\/a><\/p>\n<\/blockquote>\n

\u4eba\u5de5\u667a\u80fd<\/a>\u57fa\u7840\u8bbe\u65bd\u7684\u5927\u89c4\u6a21\u5efa\u8bbe\uff0c\u6b63\u5728\u5bf9\u4e0a\u6e38\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u751f\u7ed3\u6784\u6027\u9700\u6c42\u51b2\u51fb\u3002\u636e\u82f1\u56fd\u300a\u91d1\u878d\u65f6\u62a5\u300b\u6c47\u603b\u7684\u884c\u4e1a\u4f30\u7b97\uff0c2026\u5e74\u4e9a\u9a6c\u900a<\/a>\u3001\u8c37\u6b4c\u3001\u5fae\u8f6f<\/a>\u3001Meta\u56db\u5927\u4e91\u5382\u5546\u8d44\u672c\u5f00\u652f\u5408\u8ba1\u5c06\u8d85\u8fc77,250\u4ebf\u7f8e\u5143\uff1b\u9ea6\u80af\u9521\u5219\u9884\u8ba1\u52302030\u5e74\uff0c\u5168\u7403AI\u76f8\u5173\u6570\u636e\u4e2d\u5fc3\u6295\u8d44<\/a>\u5c06\u8fbe\u52303.7\u4e07\u4ebf\u81f35.2\u4e07\u4ebf\u7f8e\u5143\u533a\u95f4\uff08\u82e5\u8ba1\u5165\u975eAI\u6570\u636e\u4e2d\u5fc3\uff0c\u603b\u89c4\u6a21\u7ea66.7\u4e07\u4ebf\u7f8e\u5143\uff09\u3002\u672c\u62a5\u544a\u63d0\u51fa\u5e76\u7cfb\u7edf\u8bba\u8bc1\"AI\u91d1\u5c5e\"\u8fd9\u4e00\u5206\u6790\u6846\u67b6\uff1aAI\u57fa\u7840\u8bbe\u65bd\u4ece\u7535\u7f51\u3001\u6570\u636e\u4e2d\u5fc3\u5230\u670d\u52a1\u5668\u7684\u6bcf\u4e00\u4e2a\u5c42\u7ea7\u90fd\u662f\u91d1\u5c5e\u5bc6\u96c6\u578b\u8d44\u4ea7\uff0c\u800c\u8fd9\u4e9b\u91d1\u5c5e\u7684\u4f9b\u7ed9\u7aef\u5374\u666e\u904d\u9762\u4e34\u77ff\u5c71\u5f00\u53d1\u5468\u671f\u957f\u8fbe\u5341\u4f59\u5e74\u3001\u4f34\u751f\u5c5e\u6027\u5bfc\u81f4\u4f9b\u7ed9\u521a\u6027\u3001\u51b6\u70bc\u4ea7\u80fd\u5730\u7406\u9ad8\u5ea6\u96c6\u4e2d\u4e09\u91cd\u7ea6\u675f\u3002<\/p>\n

\u76d8\u53e4\u667a\u5e93\u8bfe\u9898\u7ec4\u56f4\u7ed5 AI \u91d1\u5c5e\u5f00\u5c55\u6df1\u5ea6\u7814\u7a76\u5e76\u5f62\u6210\u672c\u62a5\u544a\uff0c\u62a5\u544a\u4e09\u5927\u6838\u5fc3\u5224\u65ad\u5982\u4e0b\uff1a\u7b2c\u4e00\uff0cAI\u91d1\u5c5e\u7684\u9700\u6c42\u66f2\u7ebf\u5df2\u88abAI\u6539\u5199——\u52302030\u5e74\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u5e74\u7528\u94dc<\/a>\u91cf\u6709\u671b\u8d85\u8fc750\u4e07\u5428\uff0c\u78f7\u5316\u94df\u7b49\u54c1\u79cd\u9762\u4e34\u63a5\u8fd170%\u7684\u4f9b\u9700\u7f3a\u53e3\uff1b\u7b2c\u4e8c\uff0c\u4e2d\u56fd\u5728\u9553\u3001\u7cbe\u70bc\u9517\u3001\u7a00\u571f\u51b6\u70bc\u3001\u94a8\u3001\u7cbe\u94df\u7b49\u73af\u8282\u5360\u636e\u5168\u7403\u4e3b\u5bfc\u5730\u4f4d\uff0c\u5e76\u5df2\u901a\u8fc7\u51fa\u53e3\u7ba1\u5236\u5c06\u8fd9\u4e00\u4f18\u52bf\u8f6c\u5316\u4e3a\u4f53\u7cfb\u5316\u7684\u535a\u5f08\u5de5\u5177\uff1b\u7b2c\u4e09\uff0c\u7f8e\u56fd<\/a>\u53ca\u5176\u76df\u53cb\u6b63\u4ee5\"\u6218\u7565\u80a1\u6743\u6295\u8d44<\/a>+\u4ef7\u683c\u4e0b\u9650+\u957f\u671f\u5305\u9500\"\u7684\u56fd\u5bb6\u8d44\u672c\u4e3b\u4e49\u65b9\u5f0f\u91cd\u6784\u4f9b\u5e94\u94fe\uff0c\u4f46\u77ff\u5c71\u4e0e\u51b6\u70bc\u4ea7\u80fd\u7684\u5efa\u8bbe\u5468\u671f\u51b3\u5b9a\u4e86\u5176\u77ed\u671f\u5185\u96be\u4ee5\u6446\u8131\u5bf9\u4e2d\u56fd\u7684\u4f9d\u8d56\u3002\u5bf9\u4e2d\u56fd\u800c\u8a00\uff0c\u5de9\u56fa\u4f18\u52bf\u7684\u5173\u952e\u5728\u4e8e\u8d44\u6e90<\/a>\u7aef\u627e\u77ff\u7a81\u7834\u3001\u5faa\u73af\u7aef\u518d\u751f\u91d1\u5c5e\u4f53\u7cfb\u6269\u5f20\uff0c\u4ee5\u53ca\u4ee5AI\u6280\u672f\u53cd\u54fa\u77ff\u4e1a\u5168\u4ea7\u4e1a\u94fe\u7684\u6548\u7387\u9769\u547d\u3002<\/p>\n

\u7b2c\u4e00\u7bc7\uff1a<\/strong>AI\u70b9\u71c3\u8d44\u6e90\u65b0\u5468\u671f\uff1a\u7b97\u529b\u9769\u547d\u5982\u4f55\u91cd\u6784\u5168\u7403\u91d1\u5c5e\u9700\u6c42<\/strong><\/h2>\n

\u7b2c\u4e00\u7ae0 AI\u4ea7\u4e1a\u6f14\u8fdb\u4e0e\u8d8b\u52bf\u5c55\u671b<\/strong><\/h3>\n

1.1 \u6280\u672f\u4ee3\u9645\u6f14\u8fdb\u4e0e\u53d1\u5c55\u8109\u7edc<\/strong><\/p>\n

\u4eba\u5de5\u667a\u80fd\u7684\u73b0\u4ee3\u53d1\u5c55\u53f2\uff0c\u5e76\u975e\u4e00\u6bb5\u5e73\u6ed1\u63a8\u8fdb\u7684\u6280\u672f\u66f2\u7ebf\uff0c\u800c\u662f\u4e00\u7cfb\u5217\u7531\u5173\u952e\u6280\u672f\u7a81\u7834\u9a71\u52a8\u7684\u9636\u8dc3\u5f0f\u8dc3\u8fc1\u3002\u4ece1950\u5e74\u4ee3\u56fe\u7075\u63d0\u51fa\"\u673a\u5668\u80fd\u5426\u601d\u8003\"\u7684\u54f2\u5b66\u547d\u9898\uff0c\u5230\u4eca\u5929\u4ee5\u4e07\u4ebf\u53c2\u6570\u89c4\u6a21\u5927\u6a21\u578b\u4e3a\u6838\u5fc3\u7684\u751f\u6210\u5f0fAI\u6d6a\u6f6e\uff0c\u8fd9\u4e00\u5386\u7a0b\u5927\u81f4\u53ef\u5212\u5206\u4e3a\u56db\u4e2a\u4ee3\u9645\u9636\u6bb5\u3002<\/p>\n

\u7b2c\u4e00\u9636\u6bb5\uff081950—2011\u5e74\uff09\uff1a\u7b26\u53f7\u4e3b\u4e49\u4e0e\u65e9\u671f\u673a\u5668\u5b66\u4e60<\/a>\u7684\u63a2\u7d22\u671f\u3002<\/strong>\u8fd9\u4e00\u6f2b\u957f\u9636\u6bb5\u4ee5\u89c4\u5219\u9a71\u52a8\u7684\u7b26\u53f7\u4e3b\u4e49AI\u4e3a\u4e3b\u5bfc\uff0c\u8f85\u4ee5\u6d45\u5c42\u795e\u7ecf\u7f51\u7edc\u3001\u51b3\u7b56\u6811\u3001\u652f\u6301\u5411\u91cf\u673a\u7b49\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u3002\u53d7\u9650\u4e8e\u7b97\u529b\u6c34\u5e73\u4e0e\u6570\u636e\u89c4\u6a21\uff0c\u8be5\u9636\u6bb5AI\u7cfb\u7edf\u4ec5\u80fd\u5728\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u7279\u5b9a\u573a\u666f\u4e2d\u8fd0\u4f5c\uff0c\u7f3a\u4e4f\u9762\u5411\u771f\u5b9e\u4e16\u754c\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u66fe\u5386\u7ecf\u4e24\u6b21\"AI\u5bd2\u51ac\"\u7684\u5468\u671f\u6027\u4f4e\u8c37\u3002\u8fd9\u4e00\u9636\u6bb5\u5bf9\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u7684\u9700\u6c42\u76f8\u5bf9\u6709\u9650\uff0c\u5176\u5bf9\u4e0a\u6e38\u539f\u6750\u6599\u4ea7\u4e1a\u7684\u5f71\u54cd\u5c1a\u5c5e\u5fae\u5f31\u3002<\/p>\n

\u7b2c\u4e8c\u9636\u6bb5\uff082012—2016\u5e74\uff09\uff1a\u6df1\u5ea6\u5b66\u4e60\u7684\u5960\u57fa\u671f\u3002<\/strong>2012\u5e74\u662f\u6df1\u5ea6\u5b66\u4e60\u53d1\u5c55\u53f2\u4e0a\u7684\u51b3\u5b9a\u6027\u8282\u70b9\u3002Hinton\u56e2\u961f\u63d0\u51fa\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u6a21\u578bAlexNet\u5728ImageNet\u56fe\u50cf\u8bc6\u522b\u7ade\u8d5b\u4e2d\u4ee5\u663e\u8457\u4f18\u52bf\u593a\u51a0\uff0c\u5c06\u9519\u8bef\u7387\u4ece26.2%\u538b\u7f29\u81f315.3%\uff0c\u4e00\u4e3e\u8bc1\u660e\u4e86\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5728\u5927\u89c4\u6a21\u611f\u77e5\u4efb\u52a1\u4e0a\u7684\u9769\u547d\u6027\u6f5c\u529b\u3002\u6b64\u540e\uff0cGPU\u5e76\u884c\u8ba1\u7b97\u67b6\u6784\u5bf9\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u7684\u52a0\u901f\u6548\u5e94\u9010\u6e10\u5f97\u5230\u4ea7\u4e1a\u8ba4\u77e5\uff0c\u82f1\u4f1f\u8fbeCUDA\u5e73\u53f0\u6210\u4e3aAI\u7b97\u6cd5\u5de5\u7a0b\u5e08\u7684\u6807\u51c6\u5de5\u5177\u96c6\uff0c\u5960\u5b9a\u4e86\u6b64\u540e\u5341\u4f59\u5e74\"GPU\u7b97\u529b\u9a71\u52a8AI\u4ea7\u4e1a\"\u7684\u57fa\u672c\u683c\u5c40\u3002\u8fd9\u4e00\u9636\u6bb5\u8bed\u97f3\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u7b49\u611f\u77e5\u7c7bAI\u5e94\u7528\u5f00\u59cb\u89c4\u6a21\u5316\u843d\u5730\uff0c\u4f46\u7b97\u6cd5\u4ecd\u9ad8\u5ea6\u4efb\u52a1\u4e13\u7528\uff0c\u901a\u7528\u6027\u4e0d\u8db3\u3002<\/p>\n

\u7b2c\u4e09\u9636\u6bb5\uff082017—2022\u5e74\uff09\uff1aTransformer\u67b6\u6784\u4e0e\u9884\u8bad\u7ec3\u8303\u5f0f\u7684\u5efa\u7acb\u671f\u3002<\/strong>2017\u5e74\uff0cGoogle Brain\u56e2\u961f\u53d1\u8868\u8bba\u6587\u300aAttention Is All You Need\u300b\uff0c\u63d0\u51faTransformer\u67b6\u6784\uff0c\u4ee5\u81ea\u6ce8\u610f\u529b\u673a\u5236\u53d6\u4ee3\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5e8f\u5217\u5904\u7406\u65b9\u5f0f\uff0c\u4ece\u6839\u672c\u4e0a\u7a81\u7834\u4e86\u957f\u5e8f\u5217\u4fe1\u606f\u4f20\u9012\u7684\u6548\u7387\u74f6\u9888\u3002\u8fd9\u4e00\u67b6\u6784\u521b\u65b0<\/a>\u50ac\u751f\u4e86\"\u9884\u8bad\u7ec3+\u5fae\u8c03\"\u7684\u65b0\u8303\u5f0f\uff1a\u5728\u6d77\u91cf\u65e0\u6807\u6ce8\u6570\u636e\u4e0a\u8fdb\u884c\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\uff0c\u5f62\u6210\u5177\u5907\u5e7f\u6cdb\u8bed\u8a00\u7406\u89e3\u80fd\u529b\u7684\u57fa\u7840\u6a21\u578b\uff0c\u518d\u9488\u5bf9\u5177\u4f53\u4efb\u52a1\u8fdb\u884c\u5c11\u91cf\u6807\u6ce8\u6570\u636e\u7684\u5fae\u8c03\uff0c\u5927\u5e45\u964d\u4f4e\u4e86AI\u5e94\u7528\u7684\u5f00\u53d1\u95e8\u69db\u30022018\u5e74\uff0cOpenAI<\/a>\u53d1\u5e03\u9996\u4ee3GPT\u6a21\u578b\uff081.17\u4ebf\u53c2\u6570\uff09\uff1b2020\u5e74\uff0cGPT-3\uff081750\u4ebf\u53c2\u6570\uff09\u7684\u53d1\u5e03\u4ee5\u8fd1\u4e4e\u4eba\u7c7b\u6c34\u5e73\u7684\u6587\u672c\u751f\u6210\u80fd\u529b\u9707\u60ca\u5b66\u754c\uff0c\u6807\u5fd7\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6b63\u5f0f\u6210\u4e3aAI\u6280\u672f\u7684\u4e3b\u6d41\u8303\u5f0f\u3002<\/p>\n

\u7b2c\u56db\u9636\u6bb5\uff082022\u5e74\u81f3\u4eca\uff09\uff1a\u751f\u6210\u5f0fAI\u7684\u5546\u4e1a\u5316\u7206\u53d1\u671f\u3002<\/strong>2022\u5e7411\u670830\u65e5\uff0cOpenAI\u53d1\u5e03ChatGPT<\/a>\uff0c\u4e0a\u7ebf\u4ec5\u4e94\u5929\u7528\u6237\u6570\u5373\u7a81\u7834100\u4e07\uff0c\u4e24\u4e2a\u6708\u540e\u6708\u6d3b\u7528\u6237\u7a81\u78341\u4ebf\uff0c\u6210\u4e3a\u5386\u53f2\u4e0a\u589e\u957f\u6700\u5feb\u7684\u6d88\u8d39\u7ea7\u5e94\u7528\u3002ChatGPT\u7684\u7206\u53d1\u6807\u5fd7\u7740AI\u4ece\"\u5de5\u5177\"\u5411\"\u52a9\u624b\"\u7684\u5f62\u6001\u8dc3\u8fc1\uff0c\u5e76\u8fc5\u901f\u5f15\u53d1\u5168\u7403\u79d1\u6280\u5de8\u5934\u7684\u519b\u5907\u7ade\u8d5b\u5f0f\u6295\u5165\u30022023\u5e74\uff0cGPT-4\u53d1\u5e03\uff0c\u9996\u6b21\u5b9e\u73b0\u6587\u672c\u4e0e\u56fe\u50cf\u7684\u591a\u6a21\u6001\u7406\u89e3\uff1b\u540c\u5e74\uff0c\u8c37\u6b4c\u63a8\u51faBard\uff08\u540e\u66f4\u540dGemini\uff09\uff0cMeta\u5f00\u6e90LLaMA\u7cfb\u5217\uff0c\u767e\u5ea6<\/a>\u53d1\u5e03\u6587\u5fc3\u4e00\u8a00\uff0c\u56fd\u5185\u5916\u5927\u6a21\u578b\u8d5b\u9053\u8fdb\u5165\u7fa4\u96c4\u5e76\u8d77\u5c40\u9762\u30022024—2025\u5e74\uff0cOpenAI\u63a8\u51fao1\u3001o3\u7b49\u63a8\u7406\u589e\u5f3a\u6a21\u578b\uff0cDeepSeek-R1\u4ee5\u66f4\u4f4e\u6210\u672c\u5b9e\u73b0\u4e0e\u9876\u5c16\u6a21\u578b\u53ef\u6bd4\u7684\u63a8\u7406\u80fd\u529b\uff0c\u6a21\u578b\u80fd\u529b\u6301\u7eed\u8fed\u4ee3\uff0c\u540c\u65f6\u8bad\u7ec3\u4e0e\u63a8\u7406\u5bf9\u7b97\u529b\u7684\u9700\u6c42\u540c\u6b65\u4ee5\u6307\u6570\u7ea7\u522b\u6500\u5347\u3002<\/p>\n

\u8fd9\u56db\u4e2a\u4ee3\u9645\u7684\u6f14\u8fdb\u63ed\u793a\u51fa\u4e00\u6761\u6e05\u6670\u7684\u5386\u53f2\u89c4\u5f8b\uff1a\u6bcf\u4e00\u6b21AI\u6280\u672f\u8303\u5f0f\u7684\u91cd\u5927\u8dc3\u8fc1\uff0c\u90fd\u76f4\u63a5\u5e26\u6765\u5bf9\u7b97\u529b\u89c4\u6a21\u9700\u6c42\u7684\u6570\u91cf\u7ea7\u6269\u5f20\uff0c\u8fdb\u800c\u5411\u4e0a\u6e38\u4f20\u5bfc\u81f3\u82af\u7247<\/a>\u5236\u9020\u3001\u670d\u52a1\u5668\u786c\u4ef6\u4e0e\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u9886\u57df\uff0c\u5e76\u6700\u7ec8\u843d\u5b9e\u4e3a\u5bf9\u91d1\u5c5e\u539f\u6750\u6599\u7684\u5177\u4f53\u5de5\u4e1a\u9700\u6c42\u3002\u6b63\u662f\u8fd9\u4e00\u4f20\u5bfc\u94fe\u6761\uff0c\u6784\u6210\u4e86\u672c\u62a5\u544a\"AI\u91d1\u5c5e\"\u547d\u9898\u7684\u5386\u53f2\u57fa\u7840\u3002<\/p>\n

1.2 \u5168\u7403\u4ea7\u4e1a\u683c\u5c40\u4e0e\u7ade\u4e89\u6001\u52bf<\/strong><\/p>\n

\u751f\u6210\u5f0fAI\u7684\u5546\u4e1a\u5316\u7206\u53d1\uff0c\u8fc5\u901f\u5c06\u6280\u672f\u7ade\u4e89\u4ece\u5b66\u672f\u5b9e\u9a8c\u5ba4\u62c9\u5165\u5168\u7403\u5730\u7f18\u653f\u6cbb\u535a\u5f08\u7684\u6838\u5fc3\u573a\u57df\u3002\u4ee52023\u5e74\u4e3a\u5206\u6c34\u5cad\uff0c\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u5df2\u4ece\"\u7f8e\u56fd\u5355\u6781\u9886\u8dd1\"\u6f14\u53d8\u4e3a\"\u4e2d\u7f8e\u53cc\u5f3a\u3001\u591a\u6781\u7ade\u9010\"\u7684\u7ed3\u6784\u6027\u683c\u5c40\u3002<\/p>\n

\u8d44\u672c\u6295\u5165\uff1a\u5386\u53f2\u4e0a\u6700\u5feb\u901f\u7684\u6280\u672f\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6f6e\u3002<\/strong>\u5168\u7403\u4e3b\u8981\u79d1\u6280\u4f01\u4e1a\u7684AI\u76f8\u5173\u8d44\u672c\u5f00\u652f\uff0c\u6b63\u5728\u4ee5\u5de5\u4e1a\u65f6\u4ee3\u4ece\u672a\u6709\u8fc7\u7684\u901f\u5ea6\u5806\u53e0\u3002\u6469\u6839\u5927\u901a\u5206\u6790\u5e08\u5c062026\u5e74\u5168\u7403AI\u8d44\u672c\u5f00\u652f\u9884\u6d4b\u4e0a\u8c03\u81f3\u903e7,250\u4ebf\u7f8e\u5143\uff0c\u800c\u636e\u6469\u6839\u58eb\u4e39\u5229<\/a>\u6d4b\u7b97\uff0c\u5e02\u573a\u5171\u8bc6\u5bf92025\u5e74\u30012026\u5e74\u30012027\u5e74AI\u8d4b\u80fd\u4f01\u4e1a\u7684\u8d44\u672c\u652f\u51fa\u9884\u671f\u5206\u522b\u4e3a4,500\u4ebf\u7f8e\u5143\u30015,200\u4ebf\u7f8e\u5143\u548c5,400\u4ebf\u7f8e\u5143\u3002\u4ece\u5934\u90e8\u4f01\u4e1a\u7684\u5177\u4f53\u62ab\u9732\u6765\u770b\uff0c\u89c4\u6a21\u4e4b\u5927\u3001\u589e\u901f\u4e4b\u5feb\u5747\u5c5e\u5386\u53f2\u7f55\u89c1\uff1aMeta\u9884\u8ba12025\u5e74\u8d44\u672c\u5f00\u652f\u8fbe700\u4ebf—720\u4ebf\u7f8e\u5143\uff0c2026\u5e74\u589e\u901f\u5c06\"\u663e\u8457\u9ad8\u4e8e2025\u5e74\"\uff1b\u4e9a\u9a6c\u900a\u9884\u8ba12025\u5e74\u8d44\u672c\u5f00\u652f\u7ea61,250\u4ebf\u7f8e\u5143\uff1b\u8c37\u6b4c2025\u5e74\u8d44\u672c\u5f00\u652f\u9884\u8ba1\u8fbe910\u4ebf—930\u4ebf\u7f8e\u5143\u3002\u9ea6\u80af\u9521\u5219\u5c062030\u5e74AI\u76f8\u5173\u6570\u636e\u4e2d\u5fc3\u603b\u6295\u8d44\u9884\u6d4b\u5b9a\u4e8e5.3\u4e07\u4ebf\u7f8e\u5143\u7684\u91cf\u7ea7\u3002<\/p>\n

\u7ade\u4e89\u683c\u5c40\uff1a\u4e2d\u7f8e\u53cc\u6838\u9a71\u52a8\uff0c\u76df\u53cb\u9635\u8425\u52a0\u901f\u8ddf\u8fdb\u3002<\/strong>\u7f8e\u56fd\u65b9\u9762\uff0c\u82f1\u4f1f\u8fbe\u5728AI\u8bad\u7ec3\u82af\u7247\u9886\u57df\u7ef4\u6301\u8d85\u8fc780%\u7684\u5e02\u573a\u4efd\u989d\u5784\u65ad\u5730\u4f4d\uff0cBlackwell\/Rubin\u67b6\u6784\u6301\u7eed\u5de9\u56fa\u5176\u6280\u672f\u4ee3\u9645\u4f18\u52bf\uff1bOpenAI\u3001\u8c37\u6b4cDeepMind\u3001Anthropic\u7b49\u5728\u57fa\u7840\u6a21\u578b\u5c42\u5f62\u6210\u5c42\u53e0\u7ade\u4e89\u751f\u6001\u3002\u4e2d\u56fd\u65b9\u9762\uff0c\u767e\u5ea6\u3001\u963f\u91cc\u3001\u5b57\u8282\u8df3\u52a8\u3001\u817e\u8baf<\/a>\u3001\u534e\u4e3a<\/a>\u7b49\u4e3b\u8981\u79d1\u6280\u4f01\u4e1a\u5747\u5df2\u5b8c\u6210\u57fa\u7840\u6a21\u578b\u5e03\u5c40\uff0cDeepSeek\u7b49\u65b0\u5174\u529b\u91cf\u4ee5\u6210\u672c\u6548\u7387\u4f18\u52bf\u5728\u56fd\u9645\u4e0a\u5f15\u53d1\u5e7f\u6cdb\u5173\u6ce8\uff1b\u56fd\u5185\u667a\u7b97\u4e2d\u5fc3\u5efa\u8bbe\u5728\"\u4e1c\u6570\u897f\u7b97\"\u6218\u7565\u6846\u67b6\u4e0b\u52a0\u901f\u63a8\u8fdb\uff0c\u4e2d\u56fd\u5728AI\u670d\u52a1\u5668\u91c7\u8d2d\u3001\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u65b9\u9762\u7684\u8d44\u672c\u6295\u5165\u540c\u6837\u8fdb\u5165\u9ad8\u901f\u589e\u957f\u901a\u9053\u3002\u6b27\u6d32<\/a>\u3001\u65e5\u672c<\/a>\u3001\u97e9\u56fd<\/a>\u3001\u4e2d\u4e1c\u56fd\u5bb6\uff08\u5c24\u4ee5\u6c99\u7279<\/a>\u3001\u963f\u8054\u914b\u4e3a\u4ee3\u8868\uff09\u4ea6\u7eb7\u7eb7\u4ee5\u4e3b\u6743AI\u57fa\u91d1\u3001\u56fd\u5bb6\u7b97\u529b\u6218\u7565\u7b49\u5f62\u5f0f\u52a0\u5165\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u7ade\u8d5b\u3002<\/p>\n

\u4f9b\u5e94\u94fe\u4f53\u7cfb\uff1a\u9ad8\u5ea6\u96c6\u4e2d\u4e0e\u6218\u7565\u6027\u8106\u5f31\u5e76\u5b58\u3002<\/strong>\u5f53\u524d\u5168\u7403AI\u7b97\u529b\u4f9b\u5e94\u94fe\u5f62\u6210\u4e86\u9ad8\u5ea6\u96c6\u4e2d\u4e14\u8106\u5f31\u7684\u7ed3\u6784\uff1aAI\u8bad\u7ec3\u82af\u7247\u9ad8\u5ea6\u4f9d\u8d56\u53f0\u79ef\u75353nm\/4nm\u5148\u8fdb\u5236\u7a0b\u4ee3\u5de5\uff0cEUV\u5149\u523b\u673a\u5168\u7403\u4ec5ASML\u4e00\u5bb6\u53ef\u4f9b\u5e94\uff0cCoWoS\u7b49\u5148\u8fdb\u5c01\u88c5\u4ea7\u80fd\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u53f0\u79ef\u7535\u4e0e\u5c11\u6570\u5c01\u88c5\u5382\u5546\u3002\u8fd9\u79cd\u96c6\u4e2d\u6027\u65e2\u662f\u6548\u7387\u4f18\u5316\u7684\u4ea7\u7269\uff0c\u4e5f\u6784\u6210\u4e86\u4f9b\u5e94\u94fe\u5b89\u5168\u7684\u6838\u5fc3\u8106\u5f31\u70b9\uff0c\u5e76\u76f4\u63a5\u5f71\u54cd\u5230\u4e0a\u6e38\u91d1\u5c5e\u539f\u6750\u6599\u7684\u6d88\u8017\u96c6\u4e2d\u7a0b\u5ea6\u4e0e\u5730\u7406\u5206\u5e03\u683c\u5c40——\u672c\u62a5\u544a\u540e\u7eed\u7ae0\u8282\u5c06\u5bf9\u6b64\u5c55\u5f00\u7cfb\u7edf\u5206\u6790\u3002<\/p>\n

1.3 \u672a\u6765\u6280\u672f\u8def\u5f84\u4e0e\u8d8b\u52bf\u5224\u65ad<\/strong><\/p>\n

\u5f53\u524dAI\u6280\u672f\u6f14\u8fdb\u5448\u73b0\u51fa\u6570\u6761\u76f8\u4e92\u4ea4\u7ec7\u3001\u4e92\u4e3a\u9a71\u52a8\u7684\u6280\u672f\u8def\u5f84\uff0c\u7406\u89e3\u8fd9\u4e9b\u8def\u5f84\u7684\u8d70\u5411\uff0c\u662f\u7814\u5224\u672a\u6765\u7b97\u529b\u9700\u6c42\u89c4\u6a21\u4e0e\u7ed3\u6784\u7684\u5148\u51b3\u6761\u4ef6\u3002<\/p>\n

\u8def\u5f84\u4e00\uff1a\u5927\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u4e0e\u80fd\u529b\u6301\u7eed\u6269\u5c55\u3002<\/strong>\u4eceGPT-3\u76841,750\u4ebf\u53c2\u6570\u5230GPT-4\u7684\u7ea61.8\u4e07\u4ebf\u53c2\u6570\uff08\u4e1a\u754c\u4f30\u7b97\uff09\uff0c\u518d\u5230\u4e0b\u4e00\u4ee3\u6a21\u578b\u7684\u66f4\u5927\u89c4\u6a21\uff0c\u53c2\u6570\u7684\u6301\u7eed\u589e\u957f\u5df2\u88ab\u8bc1\u660e\u4e0e\u6a21\u578b\u80fd\u529b\u5448\u73b0\u5f3a\u6b63\u76f8\u5173\u7684\"\u89c4\u6a21\u5b9a\u5f8b\"\uff08Scaling Law\uff09\u3002\u5c3d\u7ba1\u8fd1\u5e74\u6765\u4ea6\u51fa\u73b0DeepSeek\u7b49\u901a\u8fc7\u4f18\u5316\u8bad\u7ec3\u6548\u7387\u4ee5\u66f4\u5c11\u53c2\u6570\u903c\u8fd1\u66f4\u5927\u6a21\u578b\u6027\u80fd\u7684\u6280\u672f\u8def\u5f84\uff0c\u4f46\u4e1a\u754c\u4e3b\u6d41\u9884\u6d4b\u4ecd\u8ba4\u4e3a\uff0c\u5728\u8ffd\u6c42\u524d\u6cbf\u80fd\u529b\u7684\u7ade\u4e89\u538b\u529b\u4e0b\uff0c\u53c2\u6570\u89c4\u6a21\u4e0e\u8bad\u7ec3\u7b97\u529b\u7684\u7edd\u5bf9\u9700\u6c42\u5c06\u6301\u7eed\u589e\u957f\u3002OpenAI\u8054\u5408\u82f1\u4f1f\u8fbe\u3001AMD\u3001\u535a\u901a\u7b7e\u7ea6\u91c7\u8d2d26\u5409\u74e6\uff08GW\uff09\u7b97\u529b\u7684\u6218\u7565\u5e03\u5c40\uff0c\u662f\u8fd9\u4e00\u5224\u65ad\u6700\u6709\u529b\u7684\u73b0\u5b9e\u4f50\u8bc1\u4e4b\u4e00\u3002<\/p>\n

\u8def\u5f84\u4e8c\uff1aAI Agent\u4e0e\u591a\u667a\u80fd\u4f53\u534f\u540c\u7684\u666e\u53ca\u5316\u3002<\/strong>\u5f53AI\u4ece\u5355\u4e00\u5bf9\u8bdd\u6a21\u5f0f\u8fdb\u5316\u4e3a\u80fd\u591f\u81ea\u4e3b\u611f\u77e5\u73af\u5883\u3001\u89c4\u5212\u4efb\u52a1\u3001\u8c03\u7528\u5de5\u5177\u3001\u534f\u540c\u6267\u884c\u7684Agent\u4f53\u7cfb\uff0c\u5176\u5bf9\u7b97\u529b\u7684\u6d88\u8017\u6a21\u5f0f\u5c06\u53d1\u751f\u6839\u672c\u6027\u6539\u53d8——\u4ece\"\u7528\u6237\u53d1\u8d77\u7684\u5355\u6b21\u63a8\u7406\"\u8f6c\u5411\"\u6301\u7eed\u8fd0\u884c\u7684\u81ea\u4e3b\u63a8\u7406\u5faa\u73af\"\u3002IDC\u6700\u65b0\u9884\u6d4b\u6a21\u578b\u663e\u793a\uff0c\u5168\u7403\u6d3b\u8dc3Agent\u6570\u91cf\u5c06\u4ece2025\u5e74\u7684\u7ea62,860\u4e07\u5feb\u901f\u6500\u5347\u81f32030\u5e74\u768422.16\u4ebf\uff0c\u5e74\u590d\u5408\u589e\u957f\u7387\u9ad8\u8fbe139%\u3002\u6301\u7eed\u8fd0\u884c\u7684\u6570\u5341\u4ebf\u7ea7Agent\uff0c\u5c06\u5728\u63a8\u7406\u4fa7\u5f62\u6210\u5e38\u6001\u5316\u7684\u5927\u89c4\u6a21\u7b97\u529b\u6d88\u8017\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u6570\u636e\u4e2d\u5fc3\u7684\u957f\u671f\u6269\u5f20\u9700\u6c42\u3002<\/p>\n

\u8def\u5f84\u4e09\uff1a\u5177\u8eab\u667a\u80fd\u4e0e\u7269\u7406AI\u7684\u4ea7\u4e1a\u5316\u8fdb\u7a0b\u3002<\/strong>AI\u4e0e\u673a\u5668\u4eba\u6280\u672f\u7684\u878d\u5408\u50ac\u751f\u4e86\"\u5177\u8eab\u667a\u80fd\"\uff08Embodied AI\uff09\u8fd9\u4e00\u65b0\u5174\u9886\u57df\uff0c\u5176\u6838\u5fc3\u662f\u5c06AI\u7684\u611f\u77e5\u3001\u63a8\u7406\u4e0e\u51b3\u7b56\u80fd\u529b\u5d4c\u5165\u5177\u6709\u7269\u7406\u4ea4\u4e92\u80fd\u529b\u7684\u673a\u5668\u4eba\u7cfb\u7edf\u30022025\u5e74\u5168\u7403\u4eba\u5f62\u673a\u5668\u4eba\u9500\u91cf\u7a81\u7834\u4e07\u53f0\uff0c2026\u5e74\u9884\u8ba1\u589e\u957f\u81f3\u7ea64\u4e07\u53f0\u3002\u5177\u8eab\u667a\u80fd\u7684\u8fb9\u7f18\u90e8\u7f72\u9700\u6c42\uff0c\u5c06\u5bf9\u5206\u6563\u5f0f\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\uff08\u5305\u62ec\u8fb9\u7f18\u6570\u636e\u4e2d\u5fc3\u4e0e\u8f66\u8f7d\/\u673a\u8f7dAI\u8ba1\u7b97\u5355\u5143\uff09\u5f62\u6210\u6301\u7eed\u62c9\u52a8\uff0c\u5176\u5bf9\u91d1\u5c5e\u6750\u6599\u7684\u9700\u6c42\u7ed3\u6784\u4e0e\u5927\u578b\u6570\u636e\u4e2d\u5fc3\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u603b\u91cf\u540c\u6837\u53ef\u89c2\u3002<\/p>\n

\u8def\u5f84\u56db\uff1a\u63a8\u7406\u9700\u6c42\u7684\u7ed3\u6784\u6027\u653e\u5927\u3002<\/strong>\u968f\u7740AI\u5e94\u7528\u4ece\"\u5c11\u6570\u4f01\u4e1a\u5b9e\u9a8c\"\u8d70\u5411\"\u5927\u4f17\u65e5\u5e38\u4f7f\u7528\"\uff0c\u63a8\u7406\uff08Inference\uff09\u4fa7\u7684\u7b97\u529b\u9700\u6c42\u6b63\u9010\u6b65\u8d76\u4e0a\u751a\u81f3\u8d85\u8d8a\u8bad\u7ec3\uff08Training\uff09\u4fa7\u3002Gartner\u9884\u6d4b\uff0c\u52302028\u5e74\u5168\u7403\u5c06\u670915%\u7684\u65e5\u5e38\u4efb\u52a1\u7531AI Agent\u81ea\u4e3b\u6267\u884c\uff0c\u5927\u91cf\u7528\u6237\u7684\u9ad8\u9891\u63a8\u7406\u8bf7\u6c42\u5c06\u6784\u6210\u6301\u7eed\u7a33\u5b9a\u7684\u8ba1\u7b97\u8d1f\u8377\uff0c\u63a8\u52a8\u63a8\u7406\u82af\u7247\u3001\u63a8\u7406\u670d\u52a1\u5668\u4e0e\u4e13\u7528\u63a8\u7406\u52a0\u901f\u5361\u7684\u9700\u6c42\u6301\u7eed\u6269\u5f20\uff0c\u5e76\u5728\u6750\u6599\u7528\u91cf\u5c42\u9762\u5f62\u6210\u4e0e\u8bad\u7ec3\u4fa7\u76f8\u4e92\u53e0\u52a0\u3001\u96be\u4ee5\u5206\u5272\u7684\u7efc\u5408\u9700\u6c42\u3002<\/p>\n

\u7efc\u5408\u6765\u770b\uff0c\u53ef\u4fe1\u8d56\u7684\u5224\u65ad\u662f\uff1aAI\u6280\u672f\u6f14\u8fdb\u5728\u53ef\u9884\u89c1\u7684\u4e2d\u957f\u671f\u5185\uff0c\u5c06\u6301\u7eed\u6cbf\u7740\"\u7b97\u529b\u9700\u6c42\u6269\u5f20→\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe→\u4e0a\u6e38\u539f\u6750\u6599\u6d88\u8017\u589e\u52a0\"\u7684\u903b\u8f91\u94fe\u6761\u5411\u4e0a\u6e38\u4f20\u5bfc\uff0c\u4e14\u8fd9\u4e00\u4f20\u5bfc\u7684\u5f3a\u5ea6\u5c06\u56e0Agent\u5316\u3001\u5177\u8eab\u5316\u3001\u666e\u53ca\u5316\u7b49\u591a\u6761\u6280\u672f\u8def\u5f84\u7684\u534f\u540c\u63a8\u8fdb\u800c\u4e0d\u65ad\u88ab\u653e\u5927\uff0c\u800c\u975e\u8d8b\u4e8e\u6536\u655b\u3002<\/p>\n

1.4 \u7b97\u529b\u786c\u4ef6\u9700\u6c42\u7684\u4e2d\u957f\u671f\u9884\u6d4b<\/strong><\/p>\n

\u6280\u672f\u8def\u5f84\u7684\u7814\u5224\uff0c\u6700\u7ec8\u9700\u8981\u843d\u5b9e\u4e3a\u5bf9\u7b97\u529b\u786c\u4ef6\u9700\u6c42\u7684\u91cf\u5316\u9884\u6d4b\uff0c\u540e\u8005\u624d\u662f\u9a71\u52a8\u4e0a\u6e38\u91d1\u5c5e\u539f\u6750\u6599\u9700\u6c42\u7684\u76f4\u63a5\u53d8\u91cf\u3002\u672c\u8282\u4ece\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u91cf\u3001\u7b97\u529b\u88c5\u673a\u89c4\u6a21\u3001AI\u670d\u52a1\u5668\u51fa\u8d27\u91cf\u4e0e\u8d44\u672c\u5f00\u652f\u89c4\u6a21\u56db\u4e2a\u7ef4\u5ea6\uff0c\u7efc\u5408\u591a\u5bb6\u6743\u5a01\u673a\u6784\u7684\u9884\u6d4b\u6570\u636e\uff0c\u5efa\u7acb\u91cf\u5316\u7684\u4e2d\u957f\u671f\u9700\u6c42\u9884\u5224\u6846\u67b6\u3002<\/p>\n

\u7ef4\u5ea6\u4e00\uff1a\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u91cf\u3002<\/strong>\u6839\u636eGartner\u4e8e2026\u5e746\u6708\u53d1\u5e03\u7684\u6700\u65b0\u9884\u6d4b\u6570\u636e\uff0c\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u603b\u7528\u7535\u91cf\u5c06\u4ece2025\u5e74\u7684447\u592a\u74e6\u65f6\uff08TWh\uff09\u589e\u957f\u81f32026\u5e74\u7684565 TWh\uff08\u540c\u6bd4\u589e\u957f26.4%\uff09\uff0c\u5e76\u8fdb\u4e00\u6b65\u589e\u957f\u81f32027\u5e74\u7684702 TWh\uff08\u540c\u6bd4\u589e\u957f24.1%\uff09\u3002\u5176\u4e2d\uff0cAI\u4f18\u5316\u670d\u52a1\u5668\u7684\u7528\u7535\u91cf\u4ece2025\u5e74\u768495 TWh\u8dc3\u5347\u81f32026\u5e74\u7684175 TWh\uff08\u589e\u957f84.2%\uff09\uff0c\u5e76\u5c06\u57282027\u5e74\u8fbe\u5230258 TWh\uff0c\u9996\u6b21\u8d85\u8d8a\u4f20\u7edf\u670d\u52a1\u5668\u7528\u7535\u91cf\uff0c\u6210\u4e3a\u6570\u636e\u4e2d\u5fc3\u8017\u7535\u7684\u4e3b\u4f53\u3002\u5c55\u671b2030\u5e74\uff0c\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u603b\u7528\u7535\u91cf\u9884\u8ba1\u7a81\u78341,200 TWh\uff0c\u5c4a\u65f6\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u88c5\u673a\u603b\u91cf\u5c06\u8fbe\u5230\u7ea6290 GW\u3002\u56fd\u9645\u80fd\u6e90<\/a>\u7f72\uff08IEA\uff09\u7814\u7a76\u540c\u6837\u5370\u8bc1\u4e86\u8fd9\u4e00\u9ad8\u901f\u589e\u957f\u8d8b\u52bf\uff0cIEA\u9884\u6d4b\u968f\u7740AI Agent\u7b49\u9ad8\u8017\u80fd\u5e94\u7528\u573a\u666f\u7684\u666e\u53ca\uff0c\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u7535\u529b\u6d88\u8017\u52302030\u5e74\u6709\u671b\u5b9e\u73b0\u7ffb\u500d\uff0c\u5176\u4e2dAI\u76f8\u5173\u6570\u636e\u4e2d\u5fc3\u7684\u7528\u7535\u91cf\u9884\u8ba1\u5c06\u8f83\u5f53\u524d\u6c34\u5e73\u589e\u957f\u4e09\u500d\u3002<\/p>\n

\"AI\u91d1\u5c5e\uff1aAI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6d6a\u6f6e\u4e0b\u7684\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u4e1a\u7814\u7a76\uff08\u4e0a\uff09\"<\/p>\n

\u56fe1<\/p>\n

\u7ef4\u5ea6\u4e8c\uff1a\u6570\u636e\u4e2d\u5fc3\u88c5\u673a\u89c4\u6a21\u4e0e\u65b0\u589e\u7b97\u529b\u9700\u6c42\u3002<\/strong>\u6469\u6839\u5927\u901a\u9884\u8ba1\uff0c2026—2030\u5e74\u671f\u95f4\uff0c\u5168\u7403\u5c06\u65b0\u589e122 GW\u7684\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u5bb9\u91cf\uff1b\u622a\u81f32025\u5e74\u4e2d\uff0c\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u6295\u8d44\u5df2\u8fbe\u5230\u5e74\u5316400\u4ebf\u7f8e\u5143\uff0c\u540c\u6bd4\u589e\u957f30%\u3002\u4ece\u4e3b\u8981\u79d1\u6280\u516c\u53f8\u7684\u5177\u4f53\u5efa\u8bbe\u8ba1\u5212\u770b\uff0c\u5fae\u8f6f\u8ba1\u5212\u672a\u6765\u4e24\u5e74\u5c06\u6570\u636e\u4e2d\u5fc3\u603b\u89c4\u6a21\u7ffb\u500d\uff0c\u51762026\u5e74\u542f\u52a8\u7684\u8d39\u5c14\u6c83\u7279\u7b97\u529b\u96c6\u7fa4\u8bbe\u8ba1\u5bb9\u91cf\u8fbe2GW\uff1b\u4e9a\u9a6c\u900a\u8fc7\u53bb12\u4e2a\u6708\u65b0\u589e\u4e863.8GW\u7b97\u529b\uff1b\u8c37\u6b4c\u5ba3\u5e03\u5728\u5370\u5ea6<\/a>\u6295\u8d4460\u4ebf\u7f8e\u5143\u5efa\u8bbe1GW\u5bb9\u91cf\u7684\u6570\u636e\u4e2d\u5fc3\u3002\u4e0a\u8ff0\u9879\u76ee\u4ec5\u4e3a\u5934\u90e8\u5382\u5546\u7684\u5df2\u62ab\u9732\u8ba1\u5212\uff0c\u5c1a\u4e0d\u5305\u62ec\u4e2d\u56fd\u3001\u4e2d\u4e1c\u53ca\u5176\u4ed6\u5730\u533a\u7684\u540c\u671f\u5efa\u8bbe\u89c4\u6a21\u3002<\/p>\n

\u7ef4\u5ea6\u4e09\uff1aAI\u670d\u52a1\u5668\u51fa\u8d27\u91cf\u3002<\/strong>Gartner\u6570\u636e\u663e\u793a\uff0c2025\u5e74\u5168\u7403AI\u4f18\u5316\u670d\u52a1\u5668\u652f\u51fa\u9884\u8ba1\u8fbe1,400\u4ebf\u7f8e\u5143\uff0c\u8f832022\u5e74\u7684700\u4ebf\u7f8e\u5143\u5b9e\u73b0\u7ffb\u500d\uff0c\u9884\u8ba12028\u5e74\u6216\u7a81\u78342,000\u4ebf\u7f8e\u5143\u30022026\u5e74\u4e00\u5b63\u5ea6\uff0c\u5168\u7403AI\u670d\u52a1\u5668\u51fa\u8d27\u91cf\u540c\u6bd4\u589e\u957f\u8d85\u8fc751%\uff0cAI\u670d\u52a1\u5668\u5360\u6574\u4f53\u670d\u52a1\u5668\u6bd4\u4f8b\u5df2\u5347\u81f375%\u3002AI\u670d\u52a1\u5668\u51fa\u8d27\u91cf\u7684\u6301\u7eed\u653e\u91cf\uff0c\u662f\u672c\u62a5\u544a\u540e\u7eed\u7ae0\u8282\u6d4b\u7b97\u5404\u7c7b\u91d1\u5c5e\u9700\u6c42\u589e\u91cf\u7684\u6838\u5fc3\u6570\u91cf\u57fa\u7840——\u6bcf\u4e00\u53f0AI\u670d\u52a1\u5668\u5bf9\u94dc\u3001\u94f6\u3001\u94bd\u3001\u9521\u3001\u7a00\u571f\u7b49\u91d1\u5c5e\u7684\u5355\u673a\u7528\u91cf\u5747\u663e\u8457\u9ad8\u4e8e\u4f20\u7edf\u670d\u52a1\u5668\uff0c\u51fa\u8d27\u91cf\u7684\u589e\u957f\u500d\u6570\u4e0e\u5355\u673a\u7528\u91cf\u7684\u589e\u957f\u500d\u6570\u7684\u4e58\u79ef\uff0c\u6784\u6210\u4e86\u91d1\u5c5e\u9700\u6c42\u66f2\u7ebf\u659c\u7387\u9661\u5ced\u5316\u7684\u6839\u672c\u539f\u56e0\u3002<\/p>\n

\u7ef4\u5ea6\u56db\uff1a\u8d44\u672c\u5f00\u652f\u603b\u91cf\u3002<\/strong>\u82b1\u65d7\u96c6\u56e2\u5c062026\u5e74AI\u8d44\u672c\u5f00\u652f\u9884\u6d4b\u4ece4,200\u4ebf\u7f8e\u5143\u4e0a\u8c03\u81f34,900\u4ebf\u7f8e\u5143\uff0c\u5e76\u5c062029\u5e74\u7d2f\u8ba1\u9884\u6d4b\u4ece2.3\u4e07\u4ebf\u7f8e\u5143\u63d0\u5347\u81f32.8\u4e07\u4ebf\u7f8e\u5143\uff0c\u8fd9\u4e00\u5224\u65ad\u7684\u5e95\u5c42\u903b\u8f91\u662f\uff1a\u771f\u5b9e\u5b58\u5728\u7684\u4f01\u4e1a\u7ea7\u9700\u6c42\u4e3a\u8fd9\u8f6e\u6295\u8d44\u70ed\u6f6e\u63d0\u4f9b\u4e86\"\u51fa\u53e3\"\uff0c\u5f62\u6210\u4e86\u4ef7\u503c\u9a8c\u8bc1\u7684\u95ed\u73af\uff0c\u4e0e2000\u5e74\u4e92\u8054\u7f51\u6ce1\u6cab\u65f6\u671f\u7f3a\u4e4f\u771f\u5b9e\u5546\u4e1a\u6536\u5165\u652f\u6491\u7684\u60c5\u5f62\u5b58\u5728\u672c\u8d28\u533a\u522b\u3002\u6469\u6839\u5927\u901a\u5219\u5c062030\u5e74\u5168\u7403AI\u4e0e\u6570\u636e\u4e2d\u5fc3\u7d2f\u8ba1\u652f\u51fa\u9884\u6d4b\u7f6e\u4e8e\u7ea65.5\u4e07\u4ebf\u7f8e\u5143\u7684\u91cf\u7ea7\uff0c\u5176\u4e2d\u7ea64.1\u4e07\u4ebf\u7f8e\u5143\u5c06\u6765\u81ea\u503a\u52a1\u878d\u8d44<\/a>\u3002<\/p>\n

\u7efc\u5408\u4e0a\u8ff0\u56db\u4e2a\u7ef4\u5ea6\uff0c\u5f62\u6210\u5982\u4e0b\u9884\u6d4b\u57fa\u51c6\u6846\u67b6\uff0c\u4f9b\u672c\u62a5\u544a\u540e\u7eed\u5404\u7ae0\u8282\u7684\u91d1\u5c5e\u9700\u6c42\u6d4b\u7b97\u6240\u53c2\u7167\uff08\u88681-1\uff09\uff1a<\/p>\n

\"AI\u91d1\u5c5e\uff1aAI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6d6a\u6f6e\u4e0b\u7684\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u4e1a\u7814\u7a76\uff08\u4e0a\uff09\"<\/p>\n

\u88681-1 AI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u5173\u952e\u6307\u6807\u4e2d\u957f\u671f\u9884\u6d4b<\/p>\n

\u6570\u636e\u6765\u6e90\uff1a<\/em>\u76d8\u53e4\u667a\u5e93\u6839\u636e\u516c\u5f00\u8d44\u6599\u6574\u7406\u3002<\/em>Gartner\uff082026\u5e746\u6708\uff09\uff1bIEA\uff082026\u5e744\u6708\uff09\uff1b\u6469\u6839\u5927\u901a\uff082026\u5e746\u6708\uff09\uff1b\u82b1\u65d7\u96c6\u56e2\uff082026\u5e74\uff09\uff1b\u6469\u6839\u58eb\u4e39\u5229\u3002<\/em><\/p>\n

\u6709\u5fc5\u8981\u5bf9\u9884\u6d4b\u6570\u636e\u7684\u4f7f\u7528\u8fb9\u754c\u4f5c\u51fa\u4e24\u70b9\u8bf4\u660e\u3002\u5176\u4e00\uff0c\u4e0a\u8ff0\u9884\u6d4b\u5747\u6765\u81ea\u4e3b\u6d41\u673a\u6784\uff0c\u4f46\u5404\u673a\u6784\u53e3\u5f84\u4e0e\u5047\u8bbe\u524d\u63d0\u5b58\u5728\u5dee\u5f02\uff0c\u672c\u62a5\u544a\u5f15\u7528\u65f6\u5df2\u5c3d\u53ef\u80fd\u6ce8\u660e\u6765\u6e90\uff0c\u8bfb\u8005\u5728\u5177\u4f53\u5f15\u7528\u65f6\u5e94\u6838\u5bf9\u539f\u59cb\u6570\u636e\u3002\u5176\u4e8c\uff0cAI\u6280\u672f\u6f14\u8fdb\u672c\u8eab\u5b58\u5728\u5185\u751f\u4e0d\u786e\u5b9a\u6027——\u5173\u952e\u6280\u672f\u7a81\u7834\u6216\u632b\u6298\u3001\u4e3b\u8981\u7ecf\u6d4e\u4f53\u76d1\u7ba1\u653f\u7b56\u7684\u91cd\u5927\u8c03\u6574\u3001\u5730\u7f18\u653f\u6cbb\u51b2\u7a81\u5bf9\u4ea7\u4e1a\u94fe\u7684\u6270\u52a8\uff0c\u5747\u53ef\u80fd\u4f7f\u5b9e\u9645\u9700\u6c42\u8f68\u8ff9\u504f\u79bb\u5f53\u524d\u9884\u6d4b\u533a\u95f4\u3002<\/p>\n

\u7b2c\u4e8c\u7ae0 AI\u57fa\u7840\u8bbe\u65bd\u91d1\u5c5e\u7528\u6599\u56fe\u8c31<\/strong><\/h3>\n

2.1 \u5206\u6790\u6846\u67b6\uff1a\u786c\u4ef6\u94fe\u6761\u7684\u5c42\u7ea7\u5212\u5206<\/strong><\/p>\n

AI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u5e76\u975e\u5355\u4e00\u7684\u786c\u4ef6\u7cfb\u7edf\uff0c\u800c\u662f\u7531\u7535\u7f51\u914d\u5957\u3001\u6570\u636e\u4e2d\u5fc3\u571f\u5efa\u3001\u670d\u52a1\u5668\u6574\u673a\u3001\u6563\u70ed\u7cfb\u7edf\u3001\u5149\u901a\u4fe1\u4e92\u8054\u4e94\u5927\u5c42\u7ea7\u7ec4\u6210\u7684\u590d\u6742\u5de5\u7a0b\u4f53\u7cfb\u3002\u6bcf\u4e00\u4e2a\u5c42\u7ea7\u5bf9\u91d1\u5c5e\u539f\u6750\u6599\u7684\u4f9d\u8d56\u65b9\u5f0f\u4e0e\u6d88\u8017\u5f3a\u5ea6\u5404\u4e0d\u76f8\u540c\uff0c\u5f62\u6210\u4e86\u4e00\u5f20\u4ece\u77ff\u5c71\u5230\u673a\u623f\u7684\u5b8c\u6574\"\u91d1\u5c5e\u7528\u6599\u56fe\u8c31\"\u3002<\/p>\n

\"AI\u91d1\u5c5e\uff1aAI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6d6a\u6f6e\u4e0b\u7684\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u4e1a\u7814\u7a76\uff08\u4e0a\uff09\"<\/p>\n

\u56fe2 AI\u57fa\u7840\u8bbe\u65bd\u4e09\u5c42\u7ea7\u91d1\u5c5e\u4f7f\u7528\u5206\u5e03\u793a\u610f<\/p>\n

\u672c\u7ae0\u6cbf\"\u5b8f\u89c2\u5230\u5fae\u89c2\u3001\u5916\u56f4\u5230\u6838\u5fc3\"\u7684\u903b\u8f91\u8def\u5f84\u9010\u5c42\u5c55\u5f00\u3002\u4ece\u6700\u5916\u56f4\u7684\u7535\u7f51\u4e0e\u8f93\u914d\u7535\u57fa\u7840\u8bbe\u65bd\u51fa\u53d1\uff0c\u4f9d\u6b21\u6df1\u5165\u81f3\u6570\u636e\u4e2d\u5fc3\u571f\u5efa\u4e0e\u914d\u5957\u8bbe\u65bd\u3001\u670d\u52a1\u5668\u6574\u673a\u7528\u6599\u7ed3\u6784\u3001\u6db2\u51b7\u6563\u70ed\u7cfb\u7edf\u3001\u5149\u6a21\u5757\u4e0e\u9ad8\u901f\u4e92\u8054\u73af\u8282\uff0c\u6700\u7ec8\u4ee5\u82f1\u4f1f\u8fbeGB200 NVL72\u673a\u67dc\u4e3a\u5178\u578b\u6848\u4f8b\uff0c\u6784\u5efa\u5355\u673a\u91d1\u5c5e\u7528\u91cf\u7684\u91cf\u5316\u6d4b\u7b97\u8868\uff0c\u4f5c\u4e3a\u672c\u62a5\u544a\u540e\u7eed\u5404\u91d1\u5c5e\u54c1\u7c7b\u9700\u6c42\u6d4b\u7b97\u7684\u5171\u540c\u6570\u91cf\u57fa\u7840\u3002<\/p>\n

\u9700\u8981\u7279\u522b\u6307\u51fa\u7684\u662f\uff0cAI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u533a\u522b\u4e8e\u4f20\u7edf\u6570\u636e\u4e2d\u5fc3\u7684\u6839\u672c\u7279\u5f81\uff0c\u5728\u4e8e\u5176\u663e\u8457\u66f4\u9ad8\u7684\u529f\u7387\u5bc6\u5ea6——\u4f20\u7edf\u6570\u636e\u4e2d\u5fc3\u5355\u673a\u67dc\u529f\u7387\u901a\u5e38\u4e3a6—8\u5343\u74e6\uff08kW\uff09\uff0c\u800c\u5f53\u524d\u6ee1\u8f7dGPU\u7684AI\u670d\u52a1\u5668\u673a\u67dc\u5df2\u8fbe30—50kW\uff0c\u82f1\u4f1f\u8fbeGB200 NVL72\u6574\u673a\u67dc\u603b\u529f\u7387\u8fbe132kW\uff0cRubin\u67b6\u6784\u5355\u673a\u67dc\u529f\u7387\u9884\u8ba1\u5c06\u7a81\u7834600kW\u3002\u529f\u7387\u5bc6\u5ea6\u7684\u9636\u8dc3\u5f0f\u63d0\u5347\uff0c\u662f\u7406\u89e3\u672c\u7ae0\u6240\u6709\u91d1\u5c5e\u7528\u91cf\u500d\u589e\u6548\u5e94\u7684\u5e95\u5c42\u7269\u7406\u9a71\u52a8\u529b——\u66f4\u9ad8\u529f\u7387\u610f\u5473\u7740\u66f4\u5f3a\u7684\u5bfc\u7535\u9700\u6c42\uff08\u6d88\u8017\u66f4\u591a\u94dc\uff09\u3001\u66f4\u5927\u7684\u6563\u70ed\u538b\u529b\uff08\u6d88\u8017\u66f4\u591a\u94dc\u94dd\u51b7\u677f\uff09\u3001\u66f4\u590d\u6742\u7684\u7535\u6e90\u7ba1\u7406\uff08\u6d88\u8017\u66f4\u591a\u94bd\u7535\u5bb9\uff09\u3001\u4ee5\u53ca\u66f4\u9ad8\u901f\u7387\u7684\u6570\u636e\u4e92\u8054\uff08\u6d88\u8017\u66f4\u591a\u94f6\u3001\u9517\u3001\u94df\u7b49\u5149\u901a\u4fe1\u6750\u6599\uff09\u3002<\/p>\n

2.2 \u7535\u7f51\u4e0e\u8f93\u914d\u7535\u73af\u8282\u7528\u6599<\/strong><\/p>\n

AI\u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u5bf9\u914d\u5957\u7535\u7f51\u7684\u5347\u7ea7\u9700\u6c42\uff0c\u662f\u5f53\u524d\u5e02\u573a\u6700\u5bb9\u6613\u88ab\u7cfb\u7edf\u6027\u4f4e\u4f30\u7684\u9690\u6027\u91d1\u5c5e\u6d88\u8017\u6765\u6e90\u3002\u4e00\u5ea7\u5927\u578bAI\u6570\u636e\u4e2d\u5fc3\u7684\u7535\u529b\u9700\u6c42\u901a\u5e38\u5728100—500\u5146\u74e6\uff08MW\uff09\u91cf\u7ea7\uff0c\u5176\u4e13\u7528\u8f93\u7535\u7ebf\u8def\u3001\u53d8\u7535\u7ad9\u3001\u53d8\u538b\u5668\u7684\u5efa\u8bbe\u89c4\u6a21\u76f8\u5f53\u4e8e\u4e00\u5ea7\u4e2d\u578b\u5de5\u4e1a\u56ed\u533a\u7684\u914d\u5957\u7535\u529b\u57fa\u7840\u8bbe\u65bd\uff0c\u6240\u6d89\u53ca\u7684\u91d1\u5c5e\u6d88\u8017\u91cf\u5e76\u4e0d\u4e9a\u4e8e\u6570\u636e\u4e2d\u5fc3\u673a\u623f\u672c\u8eab\u3002<\/p>\n

\u94dc\u662f\u8f93\u914d\u7535\u73af\u8282\u6700\u6838\u5fc3\u7684\u91d1\u5c5e\u3002<\/strong>\u5730\u4e0b\u8f93\u914d\u7535\u7535\u7f06\u5927\u91cf\u4f7f\u7528\u94dc\u5bfc\u4f53\uff0c\u6bcf\u5343\u7c73\u5730\u4e0b\u9ad8\u538b\u7535\u7f06\u8017\u94dc\u7ea619.5\u5428\uff1b\u53d8\u538b\u5668\u7ed5\u7ec4\u4ee5\u94dc\u7ebf\u5708\u4e3a\u4e3b\u8981\u6750\u6599\uff0c\u4e00\u53f0\u5927\u578b\u6570\u636e\u4e2d\u5fc3\u4e13\u7528\u53d8\u538b\u5668\u8017\u94dc\u53ef\u8fbe\u6570\u5341\u5428\u3002\u65bd\u8010\u5fb7\u7535\u6c14\u7684\u884c\u4e1a\u6d4b\u7b97\u6570\u636e\u663e\u793a\uff0cAI\u76f8\u5173\u8d85\u5927\u89c4\u6a21\u6570\u636e\u4e2d\u5fc3\u7684\u94dc\u8017\u5f3a\u5ea6\u7ea6\u4e3a39\u5428\/MW\uff0c\u975eAI\u8d85\u5927\u89c4\u6a21\u6570\u636e\u4e2d\u5fc3\u7ea6\u4e3a36\u5428\/MW\uff0c\u4f01\u4e1a\u7ea7\u6570\u636e\u4e2d\u5fc3\u7ea6\u4e3a32\u5428\/MW\uff0cAI\u6570\u636e\u4e2d\u5fc3\u76f8\u5bf9\u4f01\u4e1a\u7ea7\u6570\u636e\u4e2d\u5fc3\u7684\u94dc\u7528\u91cf\u6ea2\u4ef7\u9ad8\u8fbe22%\uff0c\u8fd9\u4e00\u5dee\u5f02\u4e3b\u8981\u6765\u6e90\u4e8e\u66f4\u9ad8\u529f\u7387\u5bc6\u5ea6\u6240\u9a71\u52a8\u7684\u7535\u6e90\u4e0e\u914d\u7535\u7cfb\u7edf\u6269\u5bb9\u3002\u7efc\u5408\u8bbe\u5907\u4fa7\u4e0e\u7535\u7f51\u4fa7\u7684\u7528\u94dc\u53e3\u5f84\uff0c\u9884\u8ba12026\u5e74\u5168\u7403AI\u76f8\u5173\u9886\u57df\u94dc\u9700\u6c42\u5c06\u8d85\u8fc760\u4e07\u5428\u3002<\/p>\n

\u94dd\u662f\u67b6\u7a7a\u8f93\u7535\u7ebf\u8def\u7684\u4e3b\u6d41\u5bfc\u4f53\u6750\u6599\u3002<\/strong>\u94a2\u82af\u94dd\u7ede\u7ebf\uff08ACSR\uff09\u51ed\u501f\u5bc6\u5ea6\u7ea6\u4e3a\u94dc\u4e09\u5206\u4e4b\u4e00\u3001\u5355\u4f4d\u91cd\u91cf\u5bfc\u7535\u6548\u7387\u9ad8\u4e14\u6210\u672c\u76f8\u5bf9\u4f4e\u5ec9\u7684\u7279\u6027\uff0c\u5728\u6570\u636e\u4e2d\u5fc3\u56ed\u533a\u5916\u56f4\u957f\u8ddd\u79bb\u8f93\u7535\u7ebf\u8def\u4e2d\u5177\u6709\u5929\u7136\u7684\u5de5\u7a0b\u7ecf\u6d4e\u6027\u4f18\u52bf\u3002\u5927\u578bAI\u6570\u636e\u4e2d\u5fc3\u56ed\u533a\u7684\u4e13\u7528\u67b6\u7a7a\u9ad8\u538b\u7ebf\u8def\u5efa\u8bbe\uff0c\u6784\u6210\u4e86\u94dd\u5728\u7535\u529b\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u76f4\u63a5\u9700\u6c42\u6765\u6e90\u3002<\/p>\n

\u7845\u94a2\u4e0e\u5176\u4ed6\u5408\u91d1\u6750\u6599<\/strong>\u7528\u4e8e\u53d8\u538b\u5668\u94c1\u82af\u7684\u5236\u9020\uff0c\u5176\u6027\u80fd\u4f18\u52a3\u76f4\u63a5\u5f71\u54cd\u53d8\u538b\u5668\u7684\u80fd\u6548\u6c34\u5e73\u4e0e\u635f\u8017\u63a7\u5236\uff0c\u4ea6\u5c5e\u4e8e\u6570\u636e\u4e2d\u5fc3\u914d\u5957\u7535\u529b\u8bbe\u65bd\u7684\u91cd\u8981\u7528\u6599\uff0c\u4f46\u56e0\u5176\u4e0d\u5c5e\u4e8e\u672c\u62a5\u544a\u6240\u754c\u5b9a\u7684\"AI\u91d1\u5c5e\"\u54c1\u7c7b\uff0c\u4e0d\u4f5c\u6df1\u5165\u5c55\u5f00\u3002<\/p>\n

2.3 \u6570\u636e\u4e2d\u5fc3\u914d\u5957\u8bbe\u65bd\u7528\u6599<\/strong><\/p>\n

\u6570\u636e\u4e2d\u5fc3\u7684\u571f\u5efa\u4e0e\u914d\u5957\u8bbe\u65bd\u5c42\u9762\uff0c\u91d1\u5c5e\u6d88\u8017\u4e3b\u8981\u96c6\u4e2d\u5728\u4ee5\u4e0b\u56db\u4e2a\u5b50\u7cfb\u7edf\u3002<\/p>\n

\u673a\u67dc\u7ed3\u6784\u4ef6\uff1a\u94dd\u5408\u91d1\u4e3a\u4e3b\u5bfc\u6750\u6599\u3002<\/strong>\u670d\u52a1\u5668\u673a\u67dc\u3001\u673a\u623f\u8d70\u7ebf\u67b6\u3001\u627f\u91cd\u6846\u67b6\u7b49\u7ed3\u6784\u4ef6\uff0c\u4ee5\u94dd\u5408\u91d1\u4e3a\u4e3b\u6d41\u6750\u6599\uff0c\u51ed\u501f\u5176\u8f7b\u91cf\u5316\u3001\u9ad8\u5f3a\u5ea6\u3001\u6613\u52a0\u5de5\u4e0e\u826f\u597d\u6563\u70ed\u6027\u7684\u7efc\u5408\u4f18\u52bf\u3002\u5355\u4e2a\u6807\u51c6\u673a\u67dc\u7684\u94dd\u6750\u7528\u91cf\u7ea6\u4e3a15—30\u516c\u65a4\uff0c\u5927\u578bAI\u6570\u636e\u4e2d\u5fc3\u901a\u5e38\u914d\u7f6e\u6570\u5343\u81f3\u6570\u4e07\u4e2a\u673a\u67dc\uff0c\u7ed3\u6784\u4ef6\u5c42\u9762\u7684\u94dd\u6d88\u8017\u91cf\u53ef\u89c2\u4f46\u589e\u957f\u76f8\u5bf9\u7ebf\u6027\u3002<\/p>\n

\u4e0d\u95f4\u65ad\u7535\u6e90\uff08UPS\uff09\u7cfb\u7edf\uff1a\u94dc\u4e0e\u94c5\u9178\u84c4\u7535\u6c60\u4e3a\u4e3b\u3002<\/strong>AI\u6570\u636e\u4e2d\u5fc3\u5bf9\u7535\u6e90\u53ef\u9760\u6027\u8981\u6c42\u6781\u9ad8\uff08\u901a\u5e38\u9700\u8fbe\u5230Tier IV\u6807\u51c6\uff0c\u5373\u5e74\u53ef\u7528\u738799.995%\uff09\uff0c\u5927\u5bb9\u91cfUPS\u7cfb\u7edf\u7684\u94dc\u7ebf\u5708\u3001\u94dc\u6bcd\u6392\u53ca\u94c5\u9178\u84c4\u7535\u6c60\uff08\u8fd1\u5e74\u4ea6\u6709\u9502\u7535\u6c60<\/a>\u66ff\u4ee3\u8d8b\u52bf\uff09\u6784\u6210\u8be5\u5b50\u7cfb\u7edf\u7684\u4e3b\u8981\u91d1\u5c5e\u6d88\u8017\u3002<\/p>\n

\u7cbe\u5bc6\u7a7a\u8c03\u4e0e\u51b7\u6c34\u673a\u7ec4\uff1a\u94dc\u4e0e\u94dd\u7684\u4f20\u7edf\u5e94\u7528\u573a\u666f\u3002<\/strong>\u5373\u4fbf\u6570\u636e\u4e2d\u5fc3\u65e5\u76ca\u8f6c\u5411\u6db2\u51b7\u65b9\u6848\uff0c\u98ce\u51b7\u7cbe\u5bc6\u7a7a\u8c03\u4ecd\u662f\u5f53\u524d\u8fc7\u6e21\u671f\u5185\u7684\u4e3b\u8981\u914d\u7f6e\uff0c\u5176\u84b8\u53d1\u5668\u4e0e\u51b7\u51dd\u5668\u7684\u94dc\u7ba1\u3001\u94dd\u7fc5\u7247\u6563\u70ed\u7ed3\u6784\uff0c\u4ee5\u53ca\u51b7\u51bb\u6c34\u7ba1\u8def\u7cfb\u7edf\u4e2d\u7684\u94dc\u7ba1\uff0c\u6784\u6210\u4e86\u914d\u5957\u8bbe\u65bd\u5c42\u9762\u94dc\u94dd\u6d88\u8017\u7684\u4f20\u7edf\u5b58\u91cf\u6765\u6e90\u3002<\/p>\n

\u4f9b\u914d\u7535\u7ebf\u7f06\u4e0e\u6bcd\u7ebf\u69fd\uff1a\u9ad8\u5bc6\u5ea6\u94dc\u7528\u91cf\u573a\u666f\u3002<\/strong>\u6570\u636e\u4e2d\u5fc3\u673a\u623f\u5185\u90e8\u4f9b\u914d\u7535\u7cfb\u7edf\uff0c\u5305\u62ec\u9ad8\u5bc6\u5ea6\u6bcd\u7ebf\u69fd\u3001\u673a\u67dc\u95f4\u7535\u529b\u7ebf\u7f06\u4e0e\u673a\u67dc\u5185\u90e8\u914d\u7535\u5355\u5143\uff08PDU\uff09\uff0c\u5747\u5927\u91cf\u4f7f\u7528\u94dc\u5bfc\u4f53\u3002AI\u670d\u52a1\u5668\u7684\u9ad8\u529f\u7387\u5bc6\u5ea6\u663e\u8457\u63d0\u5347\u4e86\u4f9b\u914d\u7535\u7cfb\u7edf\u7684\u8bbe\u8ba1\u7535\u6d41\uff0c\u8fdb\u800c\u63a8\u52a8\u94dc\u622a\u9762\u79ef\u4e0e\u7528\u91cf\u7684\u540c\u6b65\u589e\u52a0\u3002<\/p>\n

2.4 \u670d\u52a1\u5668\u6574\u673a\u7684\u7528\u6599\u7ed3\u6784\u62c6\u89e3<\/strong><\/p>\n

\u670d\u52a1\u5668\u6574\u673a\u662fAI\u91d1\u5c5e\u6d88\u8017\u4e2d\u79cd\u7c7b\u6700\u4e30\u5bcc\u3001\u7ed3\u6784\u6700\u590d\u6742\u7684\u73af\u8282\u3002\u4e00\u53f0AI\u670d\u52a1\u5668\u7684\u7528\u6599\u6e05\u5355\uff0c\u6db5\u76d6\u4e86\u94dc\u3001\u94dd\u3001\u94f6\u3001\u9521\u3001\u94bd\u3001\u91d1\u3001\u7a00\u571f\u3001\u9553\u3001\u9517\u3001\u94df\u7b49\u5341\u4f59\u79cd\u91d1\u5c5e\uff0c\u4e14\u6bcf\u79cd\u91d1\u5c5e\u90fd\u6709\u5176\u529f\u80fd\u4e0d\u53ef\u66ff\u4ee3\u7684\u5177\u4f53\u5e94\u7528\u4f4d\u7f6e\u3002<\/p>\n

\u4e3b\u677fPCB\uff08\u5370\u5236\u7535\u8def\u677f\uff09\uff1a\u94dc\u7684\u5bc6\u96c6\u7528\u6599\u573a\u666f\u3002<\/strong>AI\u670d\u52a1\u5668\u4e3b\u677f\u7684\u5c42\u6570\u901a\u5e38\u8fbe\u523016—32\u5c42\uff0c\u5c42\u95f4\u8fde\u63a5\u901a\u5b54\uff08Via\uff09\u4e0e\u7ebf\u8def\u8d70\u7ebf\u5747\u91c7\u7528\u7535\u9540\u94dc\u586b\u5145\uff0c\u5355\u5f20\u9ad8\u5c42\u6570PCB\u7684\u542b\u94dc\u91cf\u7ea6\u4e3a200—400\u514b\uff0cAI\u670d\u52a1\u5668\u901a\u5e38\u914d\u7f6e\u591a\u5757\u9ad8\u5c42\u6570PCB\uff08\u4e3b\u677f\u3001GPU\u5e95\u677f\u3001HBM\u4e92\u8054\u57fa\u677f\u7b49\uff09\uff0c\u7efc\u5408PCB\u542b\u94dc\u91cf\u663e\u8457\u9ad8\u4e8e\u4f20\u7edf\u670d\u52a1\u5668\u3002<\/p>\n

\u82af\u7247\u5c01\u88c5\uff1a\u91d1\u3001\u94f6\u3001\u94bd\u7684\u7cbe\u5bc6\u5e94\u7528\u5c42\u3002<\/strong>GPU\u3001CPU\u3001NPU\u7b49\u5904\u7406\u5668\u82af\u7247\u7684\u5148\u8fdb\u5c01\u88c5\u5de5\u827a\uff08CoWoS\u3001SoIC\u7b49\uff09\u6d89\u53ca\u591a\u5c42\u91d1\u5c5e\u4e92\u8fde\u7ed3\u6784\u3002\u5f15\u7ebf\u952e\u5408\u5de5\u827a\u4e2d\u7684\u91d1\u7ebf\uff08\u76f4\u5f84\u7ea625\u5fae\u7c73\uff09\u8fde\u63a5\u82af\u7247\u710a\u76d8\u4e0e\u57fa\u677f\uff0c\u5176\u957f\u671f\u5316\u5b66\u7a33\u5b9a\u6027\u4e0e\u9ad8\u5ef6\u5c55\u6027\u4f7f\u4e4b\u5728\u9ad8\u53ef\u9760\u6027\u573a\u666f\u4e2d\u4e0d\u53ef\u66ff\u4ee3\uff1b\u94f6\u6d46\u4e0e\u5bfc\u7535\u94f6\u80f6\u7528\u4e8e\u82af\u7247\u4e0e\u57fa\u677f\u95f4\u7684\u7535\u6c14\u8fde\u63a5\u4e0e\u5bfc\u70ed\u754c\u9762\uff1b\u94bd\u7535\u5bb9\u4f5c\u4e3a\u6838\u5fc3\u88ab\u52a8\u5143\u4ef6\u5206\u5e03\u4e8e\u5904\u7406\u5668\u4f9b\u7535\u56de\u8def\uff0cAI\u670d\u52a1\u5668GPU\u529f\u8017\u5df2\u7a81\u7834\u5343\u74e6\u7ea7\uff0c\u94bd\u7535\u5bb9\u7528\u91cf\u662f\u4f20\u7edf\u670d\u52a1\u5668\u768410\u500d\u4ee5\u4e0a\uff0c\u8fd9\u4e00\u91cf\u7ea7\u5dee\u5f02\u662f\u94bd\u4f9b\u9700\u7d27\u5f20\u7684\u76f4\u63a5\u6765\u6e90\u3002<\/p>\n

\u9ad8\u5e26\u5bbd\u5b58\u50a8\uff08HBM\uff09\uff1a\u9521\u4e0e\u7a00\u571f\u7684\u65b0\u5174\u9700\u6c42\u573a\u666f\u3002<\/strong>HBM\uff08High Bandwidth Memory\uff09\u662fAI\u7b97\u529b\u7cfb\u7edf\u4e2d\u7684\u6838\u5fc3\u5b58\u50a8\u7ec4\u4ef6\uff0c\u5176\u4e09\u7ef4\u5806\u53e0\u5c01\u88c5\u5de5\u827a\u4f9d\u8d56\u5927\u91cf\u5fae\u51f8\u5757\uff08Micro-bump\uff09\u710a\u63a5\uff0c\u6bcf\u9897HBM\u82af\u7247\u7684\u710a\u70b9\u6570\u91cf\u53ef\u8fbe\u6570\u4e07\u4e2a\uff0c\u9ad8\u7eaf\u9521\u7403\u662f\u8fd9\u4e9b\u710a\u70b9\u7684\u4e3b\u8981\u6750\u6599\u3002\u6b64\u5916\uff0cHBM\u63a7\u5236\u82af\u7247\u4e2d\u7a00\u571f\u6c27\u5316\u7269\u7528\u4e8e\u5148\u8fdb\u5236\u7a0b\u6805\u4ecb\u8d28\u6750\u6599\uff0c3\u7eb3\u7c73\u8282\u70b9\u4e2d\u9567\u3001\u94d2\u3001\u9486\u7b49\u7a00\u571f\u9ad8k\u8584\u819c\u5df2\u6210\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u529f\u80fd\u6750\u6599\u3002<\/p>\n

\u7535\u6e90\u6a21\u5757\uff08PSU\uff09\uff1a\u94dc\u4e0e\u94dd\u7684\u4f20\u7edf\u539a\u622a\u9762\u7528\u6599\u3002<\/strong>AI\u670d\u52a1\u5668\u529f\u7387\u9700\u6c42\u5927\u5e45\u63d0\u5347\uff0c\u7535\u6e90\u6a21\u5757\u8f93\u51fa\u529f\u7387\u4ece\u4f20\u7edf\u670d\u52a1\u5668\u7684500—1,000\u74e6\u63d0\u5347\u81f33,000—8,000\u74e6\uff0c\u529f\u7387\u53d8\u6362\u6a21\u5757\u4e2d\u7684\u94dc\u7ed5\u7ec4\u53d8\u538b\u5668\u3001\u94dc\u6563\u70ed\u57fa\u677f\u53ca\u94dd\u5236\u6563\u70ed\u9ccd\u7247\u7528\u91cf\u540c\u6b65\u589e\u52a0\u3002<\/p>\n

\u7a00\u571f\u6c38\u78c1\u6750\u6599\uff1a\u98ce\u51b7\u98ce\u6247\u7684\u4e0d\u53ef\u89c1\u7528\u6599\u3002<\/strong>\u5373\u4fbf\u5728\u6db2\u51b7\u6e17\u900f\u7387\u6301\u7eed\u63d0\u5347\u7684\u8d8b\u52bf\u4e0b\uff0c\u5f53\u524d\u5927\u91cfAI\u670d\u52a1\u5668\u4ecd\u914d\u7f6e\u8f85\u52a9\u51b7\u5374\u98ce\u6247\uff0c\u9ad8\u6548\u76f4\u6d41\u98ce\u6247\u7684\u6c38\u78c1\u7535\u673a\u91c7\u7528\u9495\u94c1\u787c\u78c1\u94c1\uff0c\u6bcf\u53f0\u670d\u52a1\u5668\u7684\u7a00\u571f\u7528\u91cf\u867d\u4ee5\u514b\u8ba1\uff0c\u4f46\u5728\u6570\u767e\u4e07\u53f0AI\u670d\u52a1\u5668\u7684\u89c4\u6a21\u4e0b\u5f62\u6210\u53ef\u89c2\u7684\u7d2f\u79ef\u9700\u6c42\u3002<\/p>\n

2.5 \u6db2\u51b7\u6563\u70ed\u7cfb\u7edf\u7528\u6599\u5206\u6790<\/strong><\/p>\n

\u6563\u70ed\u7cfb\u7edf\u662f\u672c\u8f6eAI\u7b97\u529b\u5efa\u8bbe\u5468\u671f\u4e2d\u91d1\u5c5e\u7528\u6599\u7ed3\u6784\u53d8\u5316\u6700\u4e3a\u5267\u70c8\u7684\u73af\u8282\u3002\u6db2\u51b7\u65b9\u6848\u5bf9\u98ce\u51b7\u65b9\u6848\u7684\u5feb\u901f\u66ff\u4ee3\uff0c\u4e0d\u4ec5\u6539\u53d8\u4e86\u6563\u70ed\u7cfb\u7edf\u7684\u5de5\u7a0b\u5f62\u6001\uff0c\u66f4\u6839\u672c\u6027\u5730\u6539\u53d8\u4e86\u6563\u70ed\u73af\u8282\u5bf9\u94dc\u94dd\u4e24\u79cd\u91d1\u5c5e\u7684\u6d88\u8017\u91cf\u4e0e\u6d88\u8017\u7ed3\u6784\u3002<\/p>\n

\u51b7\u677f\u5f0f\u6db2\u51b7\uff1a\u94dc\u94dd\u7684\u4e3b\u6218\u573a\u3002<\/strong>\u51b7\u677f\uff08Cold Plate\uff09\u662f\u76f4\u63a5\u8d34\u5408\u82af\u7247\u8868\u9762\u3001\u5c06\u70ed\u91cf\u5bfc\u5165\u51b7\u5374\u6db2\u7684\u6838\u5fc3\u4f20\u70ed\u90e8\u4ef6\uff0c\u662f\u6db2\u51b7\u7cfb\u7edf\u4e2d\u91d1\u5c5e\u7528\u91cf\u6700\u96c6\u4e2d\u7684\u5355\u4e00\u90e8\u4ef6\u3002\u5f53\u524d\u4e3b\u6d41\u51b7\u677f\u6750\u8d28\u4ee5\u94dc\u4e3a\u4e3b\uff08\u5bfc\u70ed\u6027\u80fd\u6700\u4f18\uff09\uff0c\u94dc\u94dd\u590d\u5408\u6750\u8d28\u51b7\u677f\uff08\u94dc\u5236\u82af\u90e8\u6d41\u9053\u3001\u94dd\u5236\u7ed3\u6784\u5916\u58f3\uff09\u5360\u6bd4\u5feb\u901f\u63d0\u5347\uff0c\u9884\u8ba12026\u5e74\u94dc\u94dd\u590d\u5408\u6750\u8d28\u51b7\u677f\u5360\u6bd4\u5c06\u8d85\u8fc760%\u3002GB200 NVL72\u673a\u67dc\u7684\u6563\u70ed\u529f\u7387\u8fbe\u5230132kW\uff0c\u5176\u51b7\u677f\u7cfb\u7edf\u4e2d\u7684\u94dc\u94dd\u7528\u91cf\u663e\u8457\u9ad8\u4e8e\u4f20\u7edf\u98ce\u51b7\u670d\u52a1\u5668\uff0c\u5355\u673a\u67dc\u51b7\u677f\u4ef7\u503c\u91cf\u7ea670\u4e07\u5143\uff0c\u542b\u94dc\u94dd\u5408\u8ba1\u7528\u91cf\u7ea620—35\u516c\u65a4\uff08\u89c6\u6750\u8d28\u6bd4\u4f8b\u800c\u5b9a\uff09\u3002AI\u5355\u53f0\u670d\u52a1\u5668\u6db2\u51b7\u51b7\u677f\u8017\u94dd\u7ea620—30\u516c\u65a4\uff0c\u5355\u67dc\u6d78\u6ca1\u5f0f\u6db2\u51b7\u69fd\u7528\u94dd\u5219\u9ad8\u8fbe\u7ea690\u516c\u65a4\u3002<\/p>\n

\u6d78\u6ca1\u5f0f\u6db2\u51b7\uff1a\u94dd\u7684\u89c4\u6a21\u7528\u6599\u573a\u666f\u3002<\/strong>\u6d78\u6ca1\u5f0f\u6db2\u51b7\uff08Immersion Cooling\uff09\u5c06\u6574\u673a\u6216\u6574\u673a\u67dc\u6d78\u6ca1\u4e8e\u7edd\u7f18\u51b7\u5374\u6db2\u4e2d\uff0c\u5176\u6db2\u51b7\u69fd\u4f53\u4ee5\u94dd\u5408\u91d1\u4e3a\u4e3b\u8981\u6750\u6599\uff08\u517c\u987e\u5bfc\u70ed\u6027\u80fd\u4e0e\u91cd\u91cf\u6210\u672c\uff09\uff0c\u5355\u673a\u67dc\u94dd\u6750\u7528\u91cf\u53ef\u8fbe90\u516c\u65a4\u4ee5\u4e0a\u3002\u968f\u7740\u82f1\u4f1f\u8fbeRubin\u67b6\u6784\uff08\u5355\u673a\u67dc\u529f\u7387\u5c06\u8fbe600kW\uff09\u7684\u5230\u6765\uff0c\u6d78\u6ca1\u5f0f\u6db2\u51b7\u5c06\u4ece\u5f53\u524d\u7684\u8865\u5145\u65b9\u6848\u5347\u7ea7\u4e3a\u9ad8\u529f\u7387\u5bc6\u5ea6\u573a\u666f\u7684\u552f\u4e00\u53ef\u884c\u6280\u672f\u8def\u7ebf\uff0c\u94dd\u7684\u9700\u6c42\u5c06\u968f\u4e4b\u51fa\u73b0\u65b0\u4e00\u8f6e\u91cf\u7ea7\u63d0\u5347\u3002<\/p>\n

\u51b7\u5374\u7ba1\u8def\u4e0e\u5206\u914d\u5355\u5143\uff08CDU\uff09\uff1a\u94dc\u7684\u5ef6\u4f38\u9700\u6c42\u6765\u6e90\u3002<\/strong>\u4ece\u673a\u67dc\u51b7\u677f\u5230\u6570\u636e\u4e2d\u5fc3\u51b7\u6c34\u673a\u7ec4\u4e4b\u95f4\u7684\u51b7\u5374\u6db2\u5206\u914d\u7ba1\u8def\uff08\u4e3b\u8981\u7531\u94dc\u7ba1\u6216\u4e0d\u9508\u94a2\u7ba1\u7ec4\u6210\uff09\uff0c\u4ee5\u53ca\u673a\u623f\u5185\u90e8\u7684\u51b7\u91cf\u5206\u914d\u5355\u5143\uff08CDU\uff09\u4e2d\u7684\u94dc\u5236\u70ed\u4ea4\u6362\u5668\uff0c\u6784\u6210\u4e86\u6db2\u51b7\u7cfb\u7edf\u94dc\u7528\u91cf\u7684\u5ef6\u4f38\u90e8\u5206\uff0c\u603b\u91cf\u867d\u5c0f\u4e8e\u51b7\u677f\u672c\u8eab\uff0c\u4f46\u5728\u5927\u89c4\u6a21\u667a\u7b97\u4e2d\u5fc3\u5efa\u8bbe\u4e2d\u4ea6\u662f\u4e0d\u53ef\u5ffd\u89c6\u7684\u94dc\u6d88\u8017\u573a\u666f\u3002<\/p>\n

\u94f6\u57fa\u9ad8\u6e29\u710a\u6599\uff1a\u6db2\u51b7\u7cfb\u7edf\u7684\u7cbe\u5bc6\u7528\u6599\u3002<\/strong>\u51b7\u677f\u6d41\u9053\u7684\u5bc6\u5c01\u710a\u63a5\u3001\u94dc\u7ba1\u63a5\u5934\u7684\u9ad8\u53ef\u9760\u6027\u8fde\u63a5\uff0c\u5728\u5bf9\u710a\u7f1d\u53ef\u9760\u6027\u8981\u6c42\u6781\u9ad8\u7684\u9ad8\u538b\u51b7\u5374\u6db2\u7cfb\u7edf\u4e2d\uff0c\u90e8\u5206\u573a\u666f\u4f1a\u4f7f\u7528\u94f6\u57fa\u786c\u948e\u710a\u6750\u6599\uff08\u94f6\u94dc\u5408\u91d1\u6216\u94f6\u94dc\u950c\u5408\u91d1\uff09\u4ee5\u786e\u4fdd\u5728\u538b\u529b\u4e0e\u6e29\u5ea6\u4ea4\u53d8\u73af\u5883\u4e0b\u7684\u957f\u671f\u5bc6\u5c01\u53ef\u9760\u6027\uff0c\u6784\u6210\u94f6\u5728\u6db2\u51b7\u7cfb\u7edf\u4e2d\u7684\u5c0f\u91cf\u4f46\u9ad8\u4ef7\u503c\u5bc6\u5ea6\u5e94\u7528\u573a\u666f\u3002<\/p>\n

2.6 \u5149\u6a21\u5757\u4e0e\u9ad8\u901f\u4e92\u8054\u7528\u6599<\/strong><\/p>\n

\u5149\u6a21\u5757\u662fAI\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u7f51\u7edc\u4e92\u8054\u7684\u6838\u5fc3\u5668\u4ef6\uff0c\u4e5f\u662fAI\u91d1\u5c5e\u6d88\u8017\u4e2d\u6280\u672f\u590d\u6742\u5ea6\u6700\u9ad8\u3001\u6d89\u53ca\u5c0f\u91d1\u5c5e<\/a>\u79cd\u7c7b\u6700\u591a\u7684\u73af\u8282\u4e4b\u4e00\u3002\u968f\u7740AI\u670d\u52a1\u5668\u96c6\u7fa4\u5185\u90e8\u4e92\u8054\u901f\u7387\u4ece100G\u5feb\u901f\u8fed\u4ee3\u81f3800G\u3001\u8fdb\u800c\u54111.6T\u6f14\u8fdb\uff0c\u5149\u6a21\u5757\u7684\u5355\u673a\u7528\u94f6\u91cf\u3001\u7528\u9517\u91cf\u3001\u7528\u94df\u91cf\u5747\u5448\u73b0\u4ee3\u9645\u8dc3\u5347\u7279\u5f81\u3002<\/p>\n

\u94f6\uff1a\u5149\u6a21\u5757\u7528\u91cf\u968f\u901f\u7387\u4ee3\u9645\u500d\u589e\u3002<\/strong>\u5149\u6a21\u5757\u4e2d\u7684\u94f6\u4e3b\u8981\u7528\u4e8e\u6fc0\u5149\u5668\u82af\u7247\u7684\u5bfc\u7535\u710a\u6599\u3001\u7535\u6781\u5f15\u7ebf\u4ee5\u53ca\u91d1\u5c5e\u5c01\u88c5\u5916\u58f3\u7684\u5bfc\u7535\u9540\u5c42\u3002\u5355\u4e2a800G\u5149\u6a21\u5757\u7528\u94f6\u91cf\u7ea6\u4e3a1\u514b\uff0c\u662f100G\u5149\u6a21\u5757\u7528\u94f6\u91cf\u76845\u500d\uff0c\u8fd9\u4e00\u500d\u6570\u5173\u7cfb\u4e0e\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u4e92\u8054\u901f\u7387\u7684\u5347\u7ea7\u8f68\u8ff9\u9ad8\u5ea6\u7ed1\u5b9a——\u5f53\u524dAI\u6570\u636e\u4e2d\u5fc3\u5df2\u666e\u904d\u90e8\u7f72800G\u5149\u6a21\u5757\uff0c1.6T\u5149\u6a21\u5757\u9884\u8ba1\u5c06\u4e8e2027\u5e74\u5b9e\u73b0\u5927\u89c4\u6a21\u5546\u7528\uff0c\u5c4a\u65f6\u5355\u6a21\u5757\u7528\u94f6\u91cf\u5c06\u8fdb\u4e00\u6b65\u63d0\u5347\u3002\u4ee5\u5355\u4e2aGB200 NVL72\u673a\u67dc\u901a\u5e38\u914d\u7f6e\u6570\u5341\u81f3\u4e0a\u767e\u4e2a\u5149\u6a21\u5757\u8ba1\u7b97\uff0c\u5355\u673a\u67dc\u5149\u6a21\u5757\u5c42\u9762\u7684\u7528\u94f6\u91cf\u5df2\u8fbe\u6570\u5341\u514b\u81f3\u767e\u514b\u91cf\u7ea7\u3002<\/p>\n

\u9517\u4e0e\u94df\uff1a\u5149\u7535\u8f6c\u6362\u82af\u7247\u7684\u4e0d\u53ef\u66ff\u4ee3\u57fa\u6750\u3002<\/strong>\u5149\u6a21\u5757\u7684\u6838\u5fc3\u5149\u7535\u8f6c\u6362\u5668\u4ef6——\u6fc0\u5149\u5668\uff08EML\u6216VCSEL\uff09\u548c\u63a2\u6d4b\u5668\uff08PIN\/APD\uff09——\u9700\u8981\u57fa\u4e8e\u78f7\u5316\u94df\uff08InP\uff09\u6216\u9517\uff08Ge\uff09\u57fa\u6750\u6599\u5236\u9020\u3002\u78f7\u5316\u94df\u886c\u5e95\u662f\u5f53\u524d\u9ad8\u901f\u5149\u82af\u7247\uff08800G\u53ca\u4ee5\u4e0a\uff09\u6fc0\u5149\u5668\u82af\u7247\u7684\u4e3b\u6d41\u57fa\u6750\uff0c\u94df\u662f\u78f7\u5316\u94df\u7684\u6838\u5fc3\u539f\u6599\uff1b\u9517\u57fa\u5149\u63a2\u6d4b\u5668\u5219\u5e7f\u6cdb\u7528\u4e8e\u7845\u5149\u96c6\u6210\uff08Silicon Photonics\uff09\u65b9\u6848\u4e2d\u7684\u63a5\u6536\u7aef\u3002\u968f\u7740AI\u6570\u636e\u4e2d\u5fc3\u5bf9\u9ad8\u901f\u5149\u6a21\u5757\u9700\u6c42\u91cf\u7684\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u94df\u548c\u9517\u5728\u5149\u901a\u4fe1\u9886\u57df\u7684\u5de5\u4e1a\u9700\u6c42\u540c\u6b65\u5feb\u901f\u653e\u91cf\uff0c\u6210\u4e3aAI\u91d1\u5c5e\u4f53\u7cfb\u4e2d\u4f9b\u9700\u77db\u76fe\u6700\u4e3a\u7a81\u51fa\u7684\u7ec6\u5206\u573a\u666f\u4e4b\u4e00\u3002<\/p>\n

\u94dc\u7f06\u4e92\u8054\uff1a\u8fd1\u573a\u77ed\u8ddd\u7684\"\u4ee5\u94dc\u4ee3\u5149\"\u8d8b\u52bf\u3002<\/strong>\u82f1\u4f1f\u8fbeGB200 NVL72\u91c7\u7528\u94dc\u7f06\u8fde\u63a5\u65b9\u6848\uff08\u6bcf\u6839NVLink\u94dc\u7f06\u957f\u5ea6\u7ea60.64\u7c73\uff09\uff0c\u53d6\u4ee3\u6b64\u524d\u5728\u673a\u67dc\u5185\u90e8\u4f7f\u7528\u7684\u5149\u6a21\u5757\u65b9\u6848\uff0c\u4f53\u73b0\u51fa\u57280.5—3\u7c73\u8d85\u77ed\u8ddd\u573a\u666f\u4e0b\u94dc\u7f06\u5728\u6210\u672c\u4e0e\u80fd\u8017\u4e0a\u76f8\u5bf9\u5149\u6a21\u5757\u7684\u7cfb\u7edf\u6027\u4f18\u52bf\u3002\u5355\u53f0GB200 NVL72\u673a\u67dc\u7528\u94dc\u603b\u91cf\u7ea6\u4e3a1.36\u5428\uff0c\u663e\u8457\u9ad8\u4e8e\u6b64\u524d\u67b6\u6784\u65b9\u6848\uff0c\"\u94dc\u8fdb\u5149\u9000\"\u8fd9\u4e00\u8d8b\u52bf\u5728\u673a\u67dc\u5185\u90e8\u77ed\u8ddd\u4e92\u8054\u573a\u666f\u4e2d\u5df2\u5f62\u6210\u660e\u786e\u7684\u6280\u672f\u8def\u7ebf\u5224\u65ad\uff0c\u5c06\u6210\u4e3a\u6570\u636e\u4e2d\u5fc3\u7528\u94dc\u91cf\u63d0\u5347\u7684\u91cd\u8981\u7ed3\u6784\u6027\u589e\u91cf\u6765\u6e90\u3002<\/p>\n

2.7 \u5178\u578b\u673a\u67dc\u5355\u673a\u91d1\u5c5e\u7528\u91cf\u6d4b\u7b97<\/strong><\/p>\n

\u5728\u5b8c\u6210\u4e0a\u8ff0\u5404\u786c\u4ef6\u73af\u8282\u7684\u91d1\u5c5e\u7528\u6599\u5206\u6790\u4e4b\u540e\uff0c\u672c\u8282\u4ee5\u82f1\u4f1f\u8fbeGB200 NVL72\u673a\u67dc\u4f5c\u4e3a\u5f53\u524dAI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u7684\u6807\u51c6\u53c2\u7167\uff0c\u6784\u5efa\u5355\u673a\u67dc\u91d1\u5c5e\u7528\u91cf\u7684\u7efc\u5408\u6d4b\u7b97\u8868\uff08\u88682-1\uff09\u3002<\/p>\n

GB200 NVL72\u662f\u76ee\u524d\u5168\u7403\u90e8\u7f72\u89c4\u6a21\u6700\u5927\u7684\u65d7\u8230AI\u8bad\u7ec3\u673a\u67dc\u65b9\u6848\uff0c\u96c6\u621072\u4e2a\u82f1\u4f1f\u8fbeBlackwell GPU\u548c36\u4e2a\u82f1\u4f1f\u8fbeGrace CPU\uff0c\u6574\u673a\u67dc\u603b\u529f\u7387\u8fbe132kW\uff0c\u91c7\u7528100%\u51b7\u677f\u6db2\u51b7\u65b9\u6848\uff0c\u662f\u7406\u89e3\u5f53\u4ee3AI\u6570\u636e\u4e2d\u5fc3\u91d1\u5c5e\u7528\u91cf\u7ed3\u6784\u6700\u5177\u4ee3\u8868\u6027\u7684\u5206\u6790\u5bf9\u8c61\u3002<\/p>\n

\"AI\u91d1\u5c5e\uff1aAI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6d6a\u6f6e\u4e0b\u7684\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u4e1a\u7814\u7a76\uff08\u4e0a\uff09\"<\/p>\n

\u88682-1 \u82f1\u4f1f\u8fbeGB200 NVL72\u673a\u67dc\u4e3b\u8981\u91d1\u5c5e\u7528\u91cf\u6d4b\u7b97<\/p>\n

\u6570\u636e\u6765\u6e90\uff1a\u76d8\u53e4\u667a\u5e93\u6839\u636e\u516c\u5f00\u8d44\u6599\u6574\u7406<\/em>\u3002<\/em><\/p>\n

\u7efc\u5408\u4ee5\u4e0a\u5404\u73af\u8282\u5206\u6790\uff0c\u53ef\u4ee5\u5f62\u6210\u672c\u7ae0\u7684\u6838\u5fc3\u5224\u65ad\uff1aAI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u76f8\u8f83\u4f20\u7edf\u6570\u636e\u4e2d\u5fc3\uff0c\u5728\u91d1\u5c5e\u7528\u91cf\u5c42\u9762\u5448\u73b0\u51fa\u5168\u9762\u7684\u91cf\u7ea7\u63d0\u5347\uff0c\u4e14\u8fd9\u4e00\u63d0\u5347\u5e76\u975e\u67d0\u4e00\u4e24\u79cd\u91d1\u5c5e\u7684\u5c40\u90e8\u589e\u91cf\uff0c\u800c\u662f\u94dc\u3001\u94dd\u3001\u94f6\u3001\u9521\u3001\u94bd\u3001\u7a00\u571f\u3001\u9517\u3001\u94df\u7b49\u591a\u4e2a\u54c1\u7c7b\u7684\u5168\u9762\u7cfb\u7edf\u6027\u6269\u5f20\u3002\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0c\u6280\u672f\u4ee3\u9645\u8fed\u4ee3\u7684\u52a0\u901f\uff08\u4eceGB200\u5230Rubin\u7684\u529f\u7387\u5bc6\u5ea6\u5347\u7ea7\u5e45\u5ea6\u8d85\u8fc74\u500d\uff09\u610f\u5473\u7740\u5355\u673a\u67dc\u91d1\u5c5e\u7528\u91cf\u7684\u589e\u957f\u66f2\u7ebf\u5c1a\u672a\u89e6\u9876\uff0c\u540e\u7eed\u7ae0\u8282\u5c06\u4f9d\u636e\u672c\u7ae0\u5efa\u7acb\u7684\u91d1\u5c5e\u7528\u91cf\u57fa\u51c6\u6846\u67b6\uff0c\u9010\u4e00\u6df1\u5165\u5206\u6790\u5404\u91d1\u5c5e\u54c1\u7c7b\u7684\u4f9b\u9700\u683c\u5c40\u4e0e\u4ef7\u683c\u8d70\u52bf\u3002<\/p>\n

\u7b2c\u4e09\u7ae0 \u77ff\u4e1a\u4f9b\u7ed9\u7279\u5f81\u4e0e\u7ed3\u6784\u6027\u7ea6\u675f<\/strong><\/h3>\n

3.1 \u8d44\u672c\u5bc6\u96c6\u4e0e\u957f\u5468\u671f\u6295\u8d44\u7279\u5f81<\/strong><\/p>\n

\u77ff\u4e1a\u662f\u5168\u7403\u5de5\u4e1a\u4f53\u7cfb\u4e2d\u8d44\u672c\u5bc6\u96c6\u7a0b\u5ea6\u6700\u9ad8\u3001\u6295\u8d44\u56de\u6536\u5468\u671f\u6700\u957f\u7684\u884c\u4e1a\u4e4b\u4e00\u3002\u8fd9\u4e00\u57fa\u672c\u5c5e\u6027\uff0c\u4ece\u6839\u672c\u4e0a\u51b3\u5b9a\u4e86\u77ff\u4ea7\u8d44\u6e90\u4f9b\u7ed9\u5bf9\u9700\u6c42\u4fe1\u53f7\u7684\u54cd\u5e94\u80fd\u529b\u8fdc\u8fdc\u5f31\u4e8e\u5236\u9020\u4e1a\u6216\u670d\u52a1\u4e1a\uff0c\u4e5f\u51b3\u5b9a\u4e86\u5f53AI\u7b97\u529b\u9700\u6c42\u57283—5\u5e74\u5185\u7206\u53d1\u5f0f\u589e\u957f\u65f6\uff0c\u4e0a\u6e38\u77ff\u4e1a\u4f9b\u7ed9\u4f53\u7cfb\u5728\u540c\u7b49\u65f6\u95f4\u7a97\u53e3\u5185\u51e0\u4e4e\u4e0d\u53ef\u80fd\u4f5c\u51fa\u5bf9\u7b49\u54cd\u5e94\u3002<\/p>\n

\u8d44\u672c\u5f00\u652f\u89c4\u6a21\u7684\u5468\u671f\u6027\u6ce2\u52a8\u4e0e\u957f\u671f\u4e0d\u8db3\u3002<\/strong>\u5168\u7403\u77ff\u4e1a\u8d44\u672c\u5f00\u652f\u5448\u73b0\u51fa\u663e\u8457\u7684\u5468\u671f\u6027\u7279\u5f81\uff0c\u4e14\u6bcf\u4e00\u6b21\u8d44\u672c\u5f00\u652f\u7684\u6536\u7f29\u5f80\u5f80\u4f1a\u5728\u6570\u5e74\u4e43\u81f3\u5341\u6570\u5e74\u540e\u5f15\u53d1\u4f9b\u7ed9\u77ed\u7f3a\u3002\u4ee5\u94dc\u77ff\u4e3a\u5178\u578b\u4ee3\u8868\uff0c\u5168\u7403\u4e3b\u8981\u94dc\u4f01\u8d44\u672c\u5f00\u652f\u81ea1998\u5e74\u9010\u6b65\u4e0a\u5347\uff0c\u4e8e2013\u5e74\u8fbe\u5230\u7ea61,109\u4ebf\u7f8e\u5143\u7684\u5386\u53f2\u5cf0\u503c\uff1b\u6b64\u540e\u968f\u7740\u94dc\u4ef7\u56de\u843d\uff0c\u8d44\u672c\u5f00\u652f\u5927\u5e45\u538b\u7f29\uff0c2021—2024\u5e74\u5168\u7403\u94dc\u77ff\u8d44\u672c\u5f00\u652f\u5e74\u5747\u7ea6872\u4ebf\u7f8e\u5143\uff0c\u4ec5\u4e3a2013\u5e74\u5cf0\u503c\u768479%\u3002\u94dc\u77ff\u5f00\u53d1\u5468\u671f\u7ea6\u4e3a5—6\u5e74\uff0c\u8fd9\u610f\u5473\u77402013\u5e74\u524d\u540e\u8d44\u672c\u6295\u5165\u7684\u6536\u7f29\uff0c\u6b63\u57282025\u5e74\u524d\u540e\u4ee5\u4f9b\u7ed9\u589e\u91cf\u660e\u663e\u4e0d\u8db3\u7684\u5f62\u5f0f\u663e\u73b0\u5176\u6ede\u540e\u6548\u5e94\u3002<\/p>\n

\u77ff\u5c71\u5efa\u8bbe\u7684\u5168\u7a0b\u8d44\u672c\u9700\u6c42\u4e0e\u4e0d\u786e\u5b9a\u6027\u5e76\u5b58\u3002<\/strong>\u4e00\u5ea7\u5927\u578b\u91d1\u5c5e\u77ff\u5c71\u4ece\u52d8\u63a2\u5230\u5efa\u6210\u6295\u4ea7\uff0c\u901a\u5e38\u9700\u8981\u7ecf\u5386\u9884\u67e5\u3001\u666e\u67e5\u3001\u8be6\u67e5\u3001\u53ef\u884c\u6027\u7814\u7a76\u3001\u73af\u5883\u5f71\u54cd\u8bc4\u4f30\u3001\u77ff\u533a\u89c4\u5212\u5ba1\u6279\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u3001\u8bd5\u751f\u4ea7\u7b49\u5b8c\u6574\u6d41\u7a0b\u3002\u6bcf\u4e00\u4e2a\u9636\u6bb5\u90fd\u662f\u8d44\u672c\u7684\u5bc6\u96c6\u6295\u5165\u671f\uff0c\u4e14\u524d\u4e00\u9636\u6bb5\u7684\u8d44\u91d1\u5fc5\u987b\u5728\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u7684\u60c5\u51b5\u4e0b\u6295\u5165\uff0c\u624d\u80fd\u51b3\u5b9a\u662f\u5426\u8fdb\u5165\u4e0b\u4e00\u9636\u6bb5\u3002\u6807\u666e\u300a\u5168\u7403\u5e02\u573a\u60c5\u62a5\u300b\uff08S&P Global Market Intelligence\uff092023\u5e745\u6708\u53d1\u5e03\u7684\u7814\u7a76\u62a5\u544a\u5206\u6790\u4e861980\u5e74\u540e\u5168\u7403\u53d1\u73b0\u7684127\u4e2a\u8d35\u91d1\u5c5e\u548c\u8d31\u91d1\u5c5e\u77ff\u5c71\uff0c\u8c03\u67e5\u53d1\u73b0\uff0c\u77ff\u5c71\u4ece\u53d1\u73b0\u5230\u5546\u4e1a\u751f\u4ea7\u7684\u5e73\u5747\u65f6\u95f4\u4e3a15.7\u5e74\uff0c\u5176\u4e2d\u6700\u77ed6\u5e74\uff0c\u6700\u957f32\u5e74\u3002\u94dc\u77ff\u9879\u76ee\u5c24\u4e3a\u7a81\u51fa\uff0c\u6807\u666e\u7edf\u8ba1\u76842019—2022\u5e74\u6295\u4ea7\u768415\u4e2a\u65b0\u77ff\u5c71\uff0c\u81ea\u53d1\u73b0\u8d77\u5e73\u5747\u4ea4\u4ed8\u5468\u671f\u957f\u8fbe23\u5e74\uff0c\u5176\u4e2d\u53ef\u884c\u6027\u7814\u7a76\u5e73\u5747\u8017\u65f66.6\u5e74\uff0c\u5efa\u8bbe\u671f\u5e73\u5747\u8017\u65f63.2\u5e74\u3002\u5361\u83ab\u963f-\u5361\u5e93\u62c9\uff08Kamoa-Kakula\uff09\u94dc\u77ff\u662f\u8fd1\u5e74\u88ab\u8ba4\u4e3a\u5efa\u8bbe\u901f\u5ea6\u8f83\u5feb\u7684\u5178\u578b\u6848\u4f8b\uff0c\u4ece\u542f\u52a8\u8bbe\u8ba1\u5230\u6295\u4ea7\u5386\u65f65\u5e74\uff0c\u82e5\u4ece2008\u5e74\u53d1\u73b0\u8be5\u77ff\u7b97\u8d77\uff0c\u5219\u5386\u65f6\u6574\u657413\u5e74\u3002<\/p>\n

\u5728\u89c4\u5236\u6700\u4e3a\u4e25\u683c\u7684\u53f8\u6cd5\u7ba1\u8f96\u533a\uff0c\u8fd9\u4e00\u65f6\u95f4\u8de8\u5ea6\u53ef\u80fd\u8fdb\u4e00\u6b65\u5ef6\u957f\u3002\u7f8e\u56fd\u56fd\u5bb6\u77ff\u4e1a\u534f\u4f1a\uff08NMA\uff09\u4f30\u8ba1\uff0c\u5e73\u5747\u9700\u89817—10\u5e74\u624d\u80fd\u83b7\u5f97\u5728\u7f8e\u56fd\u8fd0\u8425\u77ff\u5c71\u6240\u9700\u7684\u5168\u90e8\u8bb8\u53ef\u8bc1\u3002\u529b\u62d3\uff08Rio Tinto\uff09\u4e0e\u5fc5\u548c\u5fc5\u62d3\uff08BHP\uff09\u81ea1995\u5e74\u4ee5\u6765\u6301\u7eed\u63a8\u52a8\u7f8e\u56fd\u4e9a\u5229\u6851\u90a3\u5dde\u7684Resolution\u94dc\u77ff\u9879\u76ee\uff0c\u7d2f\u8ba1\u82b1\u8d39\u8d85\u8fc720\u4ebf\u7f8e\u5143\uff0c\u4f46\u622a\u81f32023\u5e74\uff0c\u571f\u5730\u4ea4\u6362\u534f\u8bae\u4ecd\u672a\u83b7\u5f97\u7f8e\u56fd\u56fd\u4f1a\u6279\u51c6——\u8fd9\u4e00\u6848\u4f8b\u5178\u578b\u5730\u63ed\u793a\u4e86\u77ff\u4e1a\u8d44\u672c\u5728\u9ad8\u73af\u4fdd\u6807\u51c6\u4e0e\u53cd\u91c7\u77ff\u60c5\u7eea\u76db\u884c\u7684\u6210\u719f\u53f8\u6cd5\u7ba1\u8f96\u533a\u6240\u9762\u4e34\u7684\u5ba1\u6279\u5468\u671f\u6781\u5ea6\u4e0d\u786e\u5b9a\u6027\u3002<\/p>\n

\u8d44\u672c\u8fb9\u9645\u56de\u62a5\u7387\u4e0b\u964d\u662f\u8d44\u672c\u5f00\u652f\u957f\u671f\u4f4e\u8ff7\u7684\u6df1\u5c42\u539f\u56e0\u3002<\/strong>\u968f\u7740\u5168\u7403\u94dc\u77ff\u77f3\u54c1\u4f4d\u7684\u6301\u7eed\u4e0b\u6ed1\uff0c\u5f00\u91c7\u540c\u7b49\u6570\u91cf\u7684\u94dc\u91d1\u5c5e\u6240\u9700\u5904\u7406\u7684\u77ff\u77f3\u91cf\u5927\u5e45\u589e\u52a0\uff0c\u5428\u94dc\u5f00\u91c7\u6210\u672c\u968f\u4e4b\u7cfb\u7edf\u6027\u4e0a\u5347\u3002\u54c1\u4f4d\u4e0b\u6ed1\u4e0e\u6210\u672c\u6500\u5347\u7684\u53cc\u91cd\u6324\u538b\uff0c\u76f4\u63a5\u538b\u4f4e\u4e86\u65b0\u5efa\u77ff\u5c71\u9879\u76ee\u7684\u9884\u671f\u8d44\u672c\u56de\u62a5\u7387\uff0c\u6210\u4e3a\u77ff\u4e1a\u516c\u53f8\u5373\u4fbf\u9762\u5bf9\u9ad8\u94dc\u4ef7\u4f9d\u7136\u5bf9\u5927\u578b\u65b0\u9879\u76ee\u4fdd\u6301\u5ba1\u614e\u7684\u6839\u672c\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n

3.2 \u4f9b\u7ed9\u5468\u671f\u4e0eAI\u9700\u6c42\u7684\u65f6\u95f4\u9519\u914d<\/strong><\/p>\n

\u77ff\u4e1a\u4f9b\u7ed9\u7684\u957f\u5468\u671f\u5c5e\u6027\u4e0eAI\u7b97\u529b\u9700\u6c42\u7684\u77ed\u5468\u671f\u7206\u53d1\u4e4b\u95f4\uff0c\u5b58\u5728\u4e00\u4e2a\u6839\u672c\u6027\u7684\u65f6\u95f4\u9519\u914d——\u8fd9\u662f\u7406\u89e3\u5f53\u524dAI\u91d1\u5c5e\u4f9b\u9700\u7d27\u5f20\u683c\u5c40\u6700\u91cd\u8981\u7684\u7ed3\u6784\u6027\u80cc\u666f\u3002<\/p>\n

AI\u9700\u6c42\u7206\u53d1\u7684\u65f6\u95f4\u538b\u7f29\u6548\u5e94\u3002<\/strong>\u5982\u7b2c\u4e00\u7ae0\u6240\u8ff0\uff0cChatGPT\u4e8e2022\u5e7411\u6708\u53d1\u5e03\uff0c\u4e24\u4e2a\u6708\u5185\u6708\u6d3b\u7528\u6237\u7a81\u78341\u4ebf\u3002\u4ece\u8fd9\u4e00\u65f6\u95f4\u70b9\u52302026\u5e74\u4e2d\uff0c\u5168\u7403AI\u670d\u52a1\u5668\u51fa\u8d27\u91cf\u5e74\u589e\u957f\u7387\u5df2\u8d85\u8fc750%\uff0c\u6570\u636e\u4e2d\u5fc3\u88c5\u673a\u89c4\u6a21\u4ece\u7ea670GW\u6269\u5c55\u81f3\u8d85\u8fc7130GW\uff0c\u94dc\u3001\u94f6\u3001\u94bd\u7b49\u591a\u79cd\u91d1\u5c5e\u7684AI\u76f8\u5173\u9700\u6c42\u5728\u4e0d\u8db34\u5e74\u5185\u5b9e\u73b0\u4e86\u6570\u500d\u7684\u91cf\u7ea7\u589e\u957f\u3002\u8fd9\u79cd\u9700\u6c42\u589e\u957f\u7684\u901f\u5ea6\u4e0e\u89c4\u6a21\uff0c\u5728\u5de5\u4e1a\u53f2\u4e0a\u6781\u4e3a\u7f55\u89c1\uff0c\u4e0e\u8fc7\u53bb\u4efb\u4f55\u4e00\u6b21\u6280\u672f\u5468\u671f\u9a71\u52a8\u7684\u5927\u5b97\u5546\u54c1\u9700\u6c42\u6269\u5f20\u76f8\u6bd4\uff0c\u5747\u5448\u73b0\u51fa\u663e\u8457\u66f4\u5feb\u7684\u6f14\u8fdb\u8282\u594f\u3002<\/p>\n

\u4f9b\u7ed9\u54cd\u5e94\u7684\u65f6\u95f4\u6ede\u540e\u6548\u5e94\u3002<\/strong>\u4e0e\u6b64\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\u7684\u662f\u4f9b\u7ed9\u4fa7\u7684\u7ed3\u6784\u6027\u8fdf\u7f13\u3002\u4ee5\u94dc\u4e3a\u4f8b\uff0c\u5373\u4fbf\u77ff\u4e1a\u516c\u53f8\u57282022—2023\u5e74AI\u7b97\u529b\u9700\u6c42\u7206\u53d1\u7684\u521d\u671f\u5373\u51b3\u7b56\u542f\u52a8\u65b0\u7684\u5927\u578b\u94dc\u77ff\u5f00\u53d1\u9879\u76ee\uff0c\u630915.7\u5e74\u7684\u5168\u7403\u5e73\u5747\u5efa\u8bbe\u5468\u671f\u8ba1\u7b97\uff0c\u8fd9\u4e9b\u9879\u76ee\u6700\u65e9\u4e5f\u8981\u52302037\u5e74\u524d\u540e\u624d\u80fd\u5f62\u6210\u5b9e\u8d28\u6027\u4f9b\u7ed9——\u5c4a\u65f6\u8ddd\u79bbAI\u7b97\u529b\u9700\u6c42\u7684\u9996\u6b21\u89c4\u6a21\u5316\u7206\u53d1\u5df2\u76f8\u969415\u5e74\u3002\u5373\u4fbf\u6309\u7167\u5361\u83ab\u963f-\u5361\u5e93\u62c9\u8fd9\u7c7b\"\u5feb\u901f\u63a8\u8fdb\"\u9879\u76ee\u7684\u8bbe\u8ba1\u5230\u6295\u4ea75\u5e74\u8ba1\u7b97\uff0c2023\u5e74\u542f\u52a8\u7684\u9879\u76ee\u4e5f\u8981\u52302028\u5e74\u624d\u80fd\u6295\u4ea7\uff0c\u800cAI\u7b97\u529b\u786c\u4ef6\u7684\u9700\u6c42\u9ad8\u5cf0\u9884\u8ba1\u5c06\u65e9\u4e8e\u8fd9\u4e00\u65f6\u70b9\u663e\u73b0\u3002<\/p>\n

\"\u9700\u6c423—5\u5e74\u7206\u53d1\u3001\u4f9b\u7ed915\u5e74\u4ee5\u4e0a\u54cd\u5e94\"\u7684\u9519\u914d\u683c\u5c40\uff0c\u662f<\/strong>AI\u91d1\u5c5e<\/strong>\u4ef7\u683c\u4e2d\u67a2\u8d8b\u52bf\u6027\u4e0a\u79fb\u7684\u6839\u672c\u652f\u6491\u3002<\/strong>\u4e2d\u90ae\u8bc1\u5238\u7684\u884c\u4e1a\u7814\u7a76\u6307\u51fa\uff0c2025—2027\u5e74\u94dc\u77ff\u589e\u91cf\u4ec5\u5206\u522b\u7ea6\u4e3a28\u4e07\u5428\u300173\u4e07\u5428\u300130\u4e07\u5428\uff0c\u7cbe\u70bc\u94dc\u4ea7\u91cf\u589e\u901f\u4ec5\u4e3a1.1%\u30012.9%\u30011.4%\uff0c\u8fdc\u4f4e\u4e8e\u5386\u53f2\u589e\u957f\u6c34\u5e73\uff1b\u800c\u540c\u671f\u94dc\u9700\u6c42\u589e\u901f\u4e2d\u67a2\uff08\u53d7\u65b0\u80fd\u6e90<\/a>\u4e0eAI\u7684\u53cc\u91cd\u62c9\u52a8\uff09\u5df2\u5347\u81f32.5%—2.8%\uff0c\u4f9b\u9700\u589e\u901f\u7684\u957f\u671f\u80cc\u79bb\u662f\u5f53\u524d\u5e02\u573a\u5224\u65ad\u94dc\u4ef7\u4e2d\u67a2\u8d8b\u52bf\u6027\u4e0a\u79fb\u7684\u6838\u5fc3\u57fa\u672c\u9762<\/a>\u4f9d\u636e\u3002\u4ece1990—2021\u5e74\u5168\u7403\u94dc\u77ff\u52d8\u63a2\u6210\u679c\u6765\u770b\uff0c\u5171\u53d1\u73b0228\u4e2a\u94dc\u77ff\u5e8a\uff0c\u4f46\u5176\u4e2d\u53ea\u670912\u4e2a\u662f\u5728\u6700\u8fd110\u5e74\u5185\u53d1\u73b0\u7684\uff0c\u65b0\u589e\u8d44\u6e90\u91cf\u4ec56,050\u4e07\u5428\uff0c\u5360\u6bd4\u4ec55%——\u8fd9\u610f\u5473\u7740\u5373\u4fbf\u4ece\u52d8\u63a2\u7aef\u53d1\u529b\uff0c\u77ed\u671f\u5185\u4e5f\u96be\u4ee5\u663e\u8457\u6539\u53d8\u4f9b\u7ed9\u683c\u5c40\u3002<\/p>\n

\u8fd9\u4e00\u65f6\u95f4\u9519\u914d\u7684\u610f\u4e49\u4e0d\u9650\u4e8e\u94dc\uff1a\u5bf9\u4e8e\u9517\u3001\u94bd\u3001\u7a00\u571f\u7b49\u5efa\u8bbe\u5468\u671f\u540c\u6837\u957f\u8fbe\u6570\u5e74\u3001\u4e14\u73af\u8bc4\u4e0e\u793e\u533a\u534f\u8bae\u8981\u6c42\u66f4\u4e3a\u590d\u6742\u7684\u5c0f\u91d1\u5c5e\u77ff\u79cd\uff0c\u4f9b\u9700\u9519\u914d\u7684\u6301\u7eed\u65f6\u95f4\u53ef\u80fd\u66f4\u957f\uff0c\u4ef7\u683c\u4e0a\u884c\u7684\u7ed3\u6784\u6027\u652f\u6491\u4e5f\u66f4\u4e3a\u987d\u56fa\u3002<\/p>\n

3.3 \u5730\u7f18\u653f\u6cbb\u98ce\u9669<\/a>\u4e0e\u4f9b\u5e94\u94fe\u5b89\u5168<\/strong><\/p>\n

\u5173\u952e\u77ff\u4ea7\u7684\u5730\u7406\u5206\u5e03\u672c\u8eab\u5448\u73b0\u51fa\u9ad8\u5ea6\u7684\u7a7a\u95f4\u96c6\u4e2d\u7279\u5f81\uff0c\u8fd9\u79cd\u96c6\u4e2d\u4e0e\u5f53\u524d\u65e5\u76ca\u590d\u6742\u7684\u5730\u7f18\u653f\u6cbb\u683c\u5c40\u76f8\u4e92\u53e0\u52a0\uff0c\u5f62\u6210\u4e86\u77ff\u4e1a\u4f9b\u7ed9\u4fa7\u6700\u96be\u4ee5\u901a\u8fc7\u5e02\u573a\u673a\u5236\u81ea\u6211\u4fee\u590d\u7684\u7ed3\u6784\u6027\u98ce\u9669\u3002<\/p>\n

\u8d44\u6e90\u7980\u8d4b\u7684\u5730\u7406\u96c6\u4e2d\u662f\u5730\u7f18\u98ce\u9669\u7684\u7269\u7406\u57fa\u7840\u3002<\/strong>\u5168\u7403\u4e3b\u8981\u91d1\u5c5e\u77ff\u4ea7\u8d44\u6e90\u5728\u5730\u7406\u5206\u5e03\u4e0a\u6781\u4e0d\u5747\u8861\uff1a\u667a\u5229\u3001\u79d8\u9c81\u3001\u521a\u679c\uff08\u91d1\uff09\u4e09\u56fd\u5408\u8ba1\u8d21\u732e\u5168\u7403\u94dc\u77ff\u4ea7\u91cf\u7684\u7ea655%\uff1b\u521a\u679c\uff08\u91d1\uff09\u4e00\u56fd\u8d21\u732e\u5168\u7403\u94b4\u4ea7\u91cf\u7684\u7ea674%\uff0c\u4e14\u8fd9\u4e00\u96c6\u4e2d\u5ea6\u5728\u8fc7\u53bb\u5341\u5e74\u975e\u4f46\u672a\u6709\u6539\u5584\uff0c\u53cd\u800c\u968f\u5361\u83ab\u963f-\u5361\u5e93\u62c9\u7b49\u8d85\u5927\u578b\u77ff\u5c71\u7684\u6295\u4ea7\u800c\u8fdb\u4e00\u6b65\u52a0\u6df1\uff1b\u5168\u7403\u9521\u77ff\u4f9b\u5e94\u4e3b\u8981\u6765\u81ea\u4e2d\u56fd\u3001\u5370\u5ea6\u5c3c\u897f\u4e9a\u3001\u7f05\u7538\u4e09\u56fd\uff1b\u6839\u636eUSGS 2025\u5e74\u6570\u636e\uff0c\u4e2d\u56fd\u4ee527\u4e07\u5428\u4ea7\u91cf\u7a33\u5c45\u5168\u7403\u7a00\u571f\u4ea7\u91cf\u9996\u4f4d\uff0c\u5360\u5168\u7403\u603b\u91cf\u7684\u7ea669%\uff1b\u9553\u4ea7\u91cf\u7ea695.7%\u6765\u81ea\u4e2d\u56fd\uff0c\u9517\u4ea7\u91cf\u7ea660%—70%\u6765\u81ea\u4e2d\u56fd\u3002\u8fd9\u79cd\u5730\u7406\u96c6\u4e2d\u610f\u5473\u7740\uff0c\u4efb\u4f55\u5355\u4e00\u5730\u533a\u7684\u653f\u6cbb\u52a8\u8361\u3001\u81ea\u7136\u707e\u5bb3\u3001\u76d1\u7ba1\u653f\u7b56\u8c03\u6574\uff0c\u90fd\u53ef\u80fd\u5bf9\u5168\u7403\u7279\u5b9a\u91d1\u5c5e\u7684\u4f9b\u7ed9\u4ea7\u751f\u7acb\u7aff\u89c1\u5f71\u7684\u51b2\u51fb\u3002<\/p>\n

\u8d44\u6e90\u6c11\u65cf\u4e3b\u4e49\u7684\u6d6a\u6f6e\u6b63\u5728\u7cfb\u7edf\u6027\u52a0\u5267\u4f9b\u7ed9\u7684\u4e0d\u53ef\u9884\u6d4b\u6027\u3002<\/strong>\u8fd1\u5e74\u6765\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u8d44\u6e90\u56fd\u653f\u5e9c\u5f00\u59cb\u5c06\u672c\u56fd\u77ff\u4ea7\u8d44\u6e90\u89c6\u4e3a\u9700\u8981\u4e3b\u52a8\u7ba1\u63a7\u7684\u6218\u7565\u8d44\u4ea7\uff0c\u800c\u975e\u5355\u7eaf\u7684\u51fa\u53e3\u521b\u6c47\u6765\u6e90\u3002\u521a\u679c\uff08\u91d1\uff09\u51fa\u53f0\u94b4\u51fa\u53e3\u914d\u989d\u5236\u5ea6\uff1b\u5370\u5ea6\u5c3c\u897f\u4e9a\u9488\u5bf9\u954d\u3001\u9521\u7b49\u4f18\u52bf\u8d44\u6e90\u63a8\u51fa\u4e00\u7cfb\u5217\u4e25\u76d1\u7ba1\u653f\u7b56\uff08\u7981\u6b62\u954d\u77ff\u77f3\u51fa\u53e3\u3001\u63a8\u52a8\u4e0b\u6e38\u51b6\u70bc\u672c\u5730\u5316\uff09\uff1b\u4e2d\u56fd\u81ea2023\u5e74\u8d77\u5bf9\u9553\u3001\u9517\u3001\u9511\u3001\u7a00\u571f\u7b49\u591a\u7c7b\u91d1\u5c5e\u5b9e\u65bd\u51fa\u53e3\u7ba1\u5236\uff0c\u4e14\u7ba1\u5236\u8303\u56f4\u4e0e\u7cbe\u51c6\u5ea6\u6301\u7eed\u5347\u7ea7\uff1b\u7f8e\u56fd\u5219\u4ee5\u56fd\u5bb6\u5b89\u5168\u4e3a\u7531\uff0c\u5bf9\u591a\u4e2a\u6218\u7565\u77ff\u4ea7\u54c1\u79cd\u5b9e\u65bd\u8fdb\u53e3\u9650\u5236\u4e0e\u56fd\u5185\u50a8\u5907\u7ba1\u7406\u3002\u8fd9\u4e00\u8d8b\u52bf\u88ab\u56fd\u9645\u5206\u6790\u754c\u6982\u62ec\u4e3a\"\u8d44\u6e90\u6c11\u65cf\u4e3b\u4e49\u8513\u5ef6\"——2026\u5e74\u5c55\u671b\u5224\u65ad\u6307\u51fa\uff0c\u8d44\u6e90\u56fd\u6216\u5c06\u6301\u7eed\u6536\u7d27\u672c\u56fd\u4f18\u52bf\u77ff\u4ea7\u7684\u76d1\u7ba1\u653f\u7b56\uff0c\u4e14\u8fd9\u4e00\u8d8b\u52bf\u5df2\u51fa\u73b0\u5411\u975e\u6d32<\/a>\u3001\u4e9a\u592a\u5730\u533a\u5176\u4ed6\u56fd\u5bb6\u8513\u5ef6\u7684\u8ff9\u8c61\u3002<\/p>\n

\u5927\u56fd\u5730\u7f18\u535a\u5f08\u8d4b\u4e88\u5173\u952e\u77ff\u4ea7\"\u6218\u7565\u6ea2\u4ef7\"\uff0c\u6539\u53d8\u5176\u4f20\u7edf\u5b9a\u4ef7\u903b\u8f91\u3002<\/strong>\u5386\u53f2\u4e0a\uff0c\u5927\u5b97\u91d1\u5c5e\u7684\u4ef7\u683c\u4e3b\u8981\u7531\u4f9b\u9700\u57fa\u672c\u9762\u51b3\u5b9a\uff0c\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u4f5c\u4e3a\u77ed\u671f\u6270\u52a8\u56e0\u7d20\u5076\u53d1\u6027\u5f71\u54cd\u4ef7\u683c\uff0c\u4f46\u4e0d\u6784\u6210\u4e2d\u957f\u671f\u5b9a\u4ef7\u7684\u7ed3\u6784\u6027\u53d8\u91cf\u3002\u7136\u800c\uff0c\u4ee5AI\u91d1\u5c5e\u4e3a\u4ee3\u8868\u7684\u5173\u952e\u77ff\u4ea7\uff0c\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u6df1\u523b\u7684\u5b9a\u4ef7\u903b\u8f91\u8f6c\u53d8——\u5730\u7f18\u653f\u6cbb\u6ea2\u4ef7\u5df2\u4ece\u5468\u671f\u6027\u6270\u52a8\u5347\u7ea7\u4e3a\u7ed3\u6784\u6027\u5b9a\u4ef7\u56e0\u7d20\u3002\u4ee5\u7a00\u571f\u4e3a\u4f8b\uff0c\u4e2d\u56fd\u5c06\u7a00\u571f\u51fa\u53e3\u7ba1\u5236\u4e0e14\u7eb3\u7c73\u4ee5\u4e0b\u903b\u8f91\u82af\u7247\u5236\u9020\u7528\u9014\u7cbe\u51c6\u6302\u94a9\uff08\u8be6\u89c1\u7b2c\u4e94\u7ae0\uff09\uff1b\u4ee5\u94a8\u4e3a\u4f8b\uff0c\u4e2d\u56fd2025\u5e74\u5bf9\u94a8\u5b9e\u65bd\u51fa\u53e3\u8bb8\u53ef\u8bc1\u7ba1\u7406\u540e\uff0c\u94a8\u77ff\u77f3\u4ef7\u683c\u5728\u534a\u4e2a\u6708\u5185\u4e0a\u6da8\u8d85\u8fc725%\uff1b\u4ee5\u9553\u4e3a\u4f8b\uff0c2023\u5e747\u6708\u51fa\u53e3\u7ba1\u5236\u516c\u544a\u53d1\u5e03\u540e\uff0c\u56fd\u9645\u5e02\u573a\u9553\u4ef7\u5728\u77ed\u671f\u5185\u5267\u70c8\u6ce2\u52a8\u3002\u5730\u7f18\u653f\u6cbb\u5df2\u6210\u4e3aAI\u91d1\u5c5e\u4ef7\u683c\u5f62\u6210\u4e2d\u4e0e\u4f9b\u9700\u57fa\u672c\u9762\u5e76\u5217\u7684\u72ec\u7acb\u6838\u5fc3\u53d8\u91cf\uff0c\u8fd9\u662f\u672c\u62a5\u544a\u7b2c\u4e8c\u7bc7\u5404\u91d1\u5c5e\u54c1\u7c7b\u5206\u6790\u4e2d\u59cb\u7ec8\u9700\u8981\u7eb3\u5165\u8003\u91cf\u7684\u91cd\u8981\u80cc\u666f\u3002<\/p>\n

\u4f9b\u5e94\u94fe\u5b89\u5168\u5df2\u4ece\u4f01\u4e1a\u98ce\u9669\u7ba1\u7406\u8bae\u9898\u4e0a\u5347\u4e3a\u56fd\u5bb6\u6218\u7565\u8bae\u9898\u3002<\/strong>\u4e2d\u56fd\u793e\u4f1a\u79d1\u5b66\u9662\u5de5\u4e1a\u7ecf\u6d4e\u7814\u7a76\u62402025\u5e74\u53d1\u5e03\u7684\u7814\u7a76\u6307\u51fa\uff0c\u5c31\u56fd\u9632\u5b89\u5168\u6240\u9700\u7684\u5173\u952e\u91d1\u5c5e\u77ff\u4ea7\u800c\u8a00\uff0c\u94bd\u3001\u94b4\u7b49\u54c1\u7c7b\u5bf9\u5916\u4f9d\u5b58\u5ea6\u8d85\u51fa70%\uff0c\u8fdb\u53e3\u6765\u6e90\u56fd\u9ad8\u5ea6\u96c6\u4e2d\u5728\u521a\u679c\u6c11\u4e3b\u5171\u548c\u56fd\u7b49\u5730\u533a\uff0c\u9762\u4e34\u77ed\u4f9b\u3001\u65ad\u4f9b\u7684\"\u5361\u8116\u5b50\"\u98ce\u9669\u3002\u8fd9\u4e00\u5224\u65ad\u63ed\u793a\u4e86\u5173\u952e\u77ff\u4ea7\u4f9b\u5e94\u94fe\u5b89\u5168\u8bae\u9898\u7684\u53cc\u5411\u6027\uff1a\u4e0d\u4ec5\u8d44\u6e90\u8fdb\u53e3\u56fd\uff08\u5982\u7f8e\u56fd\u3001\u6b27\u76df<\/a>\u5728\u7a00\u571f\u4e0e\u9553\u9517\u9886\u57df\uff09\u9762\u4e34\u5bf9\u534e\u4f9d\u8d56\u98ce\u9669\uff0c\u8d44\u6e90\u51fa\u53e3\u56fd\uff08\u5982\u4e2d\u56fd\u5728\u94dc\u3001\u94bd\u3001\u94b4\u7b49\u54c1\u7c7b\u4e0a\u7684\u5bf9\u5916\u4f9d\u5b58\u5ea6\u540c\u6837\u8f83\u9ad8\uff09\u4e5f\u9762\u4e34\u8d44\u6e90\u6765\u6e90\u96c6\u4e2d\u7684\u5b89\u5168\u6311\u6218\u3002\u8fd9\u4e00\u53cc\u5411\u8106\u5f31\u6027\uff0c\u4f7f\u5f97\u5173\u952e\u77ff\u4ea7\u7684\u56fd\u5bb6\u6218\u7565\u5e03\u5c40\u65e5\u76ca\u6210\u4e3a\u5404\u4e3b\u8981\u7ecf\u6d4e\u4f53\u653f\u7b56\u8ba8\u8bba\u7684\u4f18\u5148\u8bae\u9898\u3002<\/p>\n

3.4 \u4f34\u751f\u77ff\u4ea7\u7684\u5929\u7136\u4f9b\u7ed9\u521a\u6027<\/strong><\/p>\n

\u5728\u672c\u62a5\u544a\u6240\u6db5\u76d6\u7684AI\u91d1\u5c5e\u54c1\u7c7b\u4e2d\uff0c\u9553\u3001\u9517\u3001\u94df\u3001\u94f6\u3001\u94bd\u7b49\u591a\u4e2a\u5177\u6709\u6781\u9ad8\u6218\u7565\u4ef7\u503c\u7684\u54c1\u7c7b\uff0c\u5747\u5c5e\u4e8e\u4f34\u751f\u77ff\u4ea7\uff08Co-product or By-product Minerals\uff09——\u5373\u8fd9\u4e9b\u91d1\u5c5e\u5e76\u975e\u4f5c\u4e3a\u72ec\u7acb\u7ecf\u6d4e\u76ee\u6807\u8fdb\u884c\u5f00\u91c7\uff0c\u800c\u662f\u5728\u5f00\u91c7\u5176\u4ed6\u4e3b\u77ff\uff08\u94dd\u571f\u77ff\u3001\u94c5\u950c\u77ff\u3001\u94dc\u77ff\u7b49\uff09\u8fc7\u7a0b\u4e2d\u4f5c\u4e3a\u526f\u4ea7\u54c1\u56de\u6536\u83b7\u5f97\u3002\u8fd9\u4e00\u5c5e\u6027\u8d4b\u4e88\u4e86\u8fd9\u7c7b\u91d1\u5c5e\u4e00\u79cd\u72ec\u7279\u7684\u3001\u51e0\u4e4e\u4e0d\u53ef\u901a\u8fc7\u5e02\u573a\u673a\u5236\u81ea\u6211\u4fee\u590d\u7684\u4f9b\u7ed9\u521a\u6027\u3002<\/p>\n

\u4f34\u751f\u77ff\u7684\u4f9b\u7ed9\u91cf\u7531\u4e3b\u77ff\u51b3\u5b9a\uff0c\u800c\u975e\u7531\u81ea\u8eab\u4ef7\u683c\u51b3\u5b9a\u3002<\/strong>\u8fd9\u662f\u7406\u89e3\u4f34\u751f\u77ff\u4f9b\u7ed9\u903b\u8f91\u6700\u5173\u952e\u7684\u57fa\u672c\u547d\u9898\u3002\u4ee5\u9553\u4e3a\u5178\u578b\uff1a\u9553\u4e3b\u8981\u8d4b\u5b58\u4e8e\u94dd\u571f\u77ff\u4e2d\uff0c\u662f\u6c27\u5316\u94dd\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u7684\u526f\u4ea7\u54c1\u3002\u4e2d\u56fd\u4e4b\u6240\u4ee5\u63a7\u5236\u5168\u7403\u7ea698%\u7684\u9553\u4ea7\u91cf\uff0c\u5e76\u975e\u56e0\u4e3a\u4e2d\u56fd\u62e5\u6709\u5168\u740398%\u7684\u9553\u77ff\u50a8\u91cf\uff0c\u800c\u662f\u56e0\u4e3a\u4e2d\u56fd\u7684\u7535\u89e3\u94dd\u4ea7\u91cf\u7ea6\u5360\u5168\u740355%——\u9553\u4ea7\u91cf\u662f\u94dd\u4ea7\u91cf\u7684\u4f34\u968f\u8f93\u51fa\u3002\u8fd9\u610f\u5473\u7740\uff1a\u5f53AI\u9a71\u52a8\u7684\u6c2e\u5316\u9553\u9700\u6c42\u5927\u5e45\u589e\u52a0\uff0c\u5e02\u573a\u4ef7\u683c\u4fe1\u53f7\u4e0a\u5347\uff0c\u5e0c\u671b\u901a\u8fc7\"\u6269\u5927\u9553\u4ea7\u80fd\"\u6765\u589e\u52a0\u4f9b\u7ed9\u65f6\uff0c\u552f\u4e00\u53ef\u884c\u8def\u5f84\u662f\u6269\u5927\u94dd\u571f\u77ff\u5f00\u91c7\u4e0e\u6c27\u5316\u94dd\u751f\u4ea7——\u800c\u8fd9\u4e00\u51b3\u7b56\u5b8c\u5168\u9075\u5faa\u94dd\u884c\u4e1a\u81ea\u8eab\u7684\u4f9b\u9700\u903b\u8f91\uff0c\u4e0e\u9553\u7684\u4ef7\u683c\u4fe1\u53f7\u57fa\u672c\u8131\u8282\u3002<\/p>\n

\u540c\u6837\u7684\u903b\u8f91\u9002\u7528\u4e8e\u5176\u4ed6\u4e3b\u8981\u4f34\u751f\u77ff\u4ea7\uff1a\u7ea632.1%\u7684\u94f6\u4ea7\u91cf\u6765\u81ea\u94c5\u950c\u77ff\u7684\u526f\u4ea7\u54c1\uff0c22.8%\u6765\u81ea\u94dc\u77ff\u526f\u4ea7\u54c1\uff0c\u8fd9\u610f\u5473\u7740\u94f6\u7684\u4f9b\u7ed9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u94c5\u950c\u77ff\u548c\u94dc\u77ff\u7684\u5f00\u91c7\u89c4\u6a21\uff0c\u800c\u5e76\u975e\u72ec\u7acb\u54cd\u5e94\u94f6\u4ef7\u7684\u6da8\u8dcc\uff1b\u9517\u4e3b\u8981\u4f34\u751f\u4e8e\u950c\u77ff\u4e2d\uff0c\u7ea641%\u7684\u5168\u7403\u9517\u50a8\u91cf\u8d4b\u5b58\u4e8e\u4e2d\u56fd\uff0c\u5176\u4ea7\u91cf\u540c\u6837\u53d7\u5236\u4e8e\u950c\u7cbe\u77ff\u7684\u751f\u4ea7\u89c4\u6a21\uff1b\u94df\u4e3b\u8981\u8d4b\u5b58\u4e8e\u95ea\u950c\u77ff\uff08\u786b\u5316\u950c\u77ff\uff09\u4e2d\uff0c\u4f5c\u4e3a\u950c\u51b6\u70bc\u7684\u526f\u4ea7\u54c1\u56de\u6536\uff1b\u94bd\u4e3b\u8981\u8d4b\u5b58\u4e8e\u94b6\u94bd\u94c1\u77ff\uff08Coltan\uff09\u4e2d\uff0c\u96c6\u4e2d\u5206\u5e03\u4e8e\u521a\u679c\uff08\u91d1\uff09\u7684\u7279\u5b9a\u5730\u8d28\u6784\u9020\u5e26\u3002<\/p>\n

\u4f34\u751f\u77ff\u7684\u7ecf\u6d4e\u56de\u6536\u5177\u6709\u6280\u672f\u95e8\u69db\u4e0e\u89c4\u6a21\u7ea6\u675f\u3002<\/strong>\u5373\u4fbf\u4e3b\u77ff\u5f00\u91c7\u89c4\u6a21\u8db3\u591f\u5927\uff0c\u5b9e\u73b0\u5bf9\u4f34\u751f\u91d1\u5c5e\u7684\u9ad8\u6548\u7ecf\u6d4e\u56de\u6536\u4e5f\u9700\u8981\u6ee1\u8db3\u4e00\u5b9a\u7684\u6280\u672f\u6761\u4ef6\u4e0e\u89c4\u6a21\u95e8\u69db\u3002\u4ee5\u9553\u7684\u56de\u6536\u4e3a\u4f8b\uff0c\u6bcf\u5428\u94dd\u571f\u77ff\u4e2d\u9553\u7684\u542b\u91cf\u901a\u5e38\u4ec5\u4e3a\u51e0\u5341\u514b\uff0c\u5176\u7ecf\u6d4e\u56de\u6536\u9700\u8981\u5728\u6c27\u5316\u94dd\u751f\u4ea7\u6d41\u7a0b\u4e2d\u4e13\u95e8\u914d\u7f6e\u79bb\u5b50\u4ea4\u6362\u6216\u6eb6\u5242\u8403\u53d6\u63d0\u9553\u88c5\u7f6e\uff0c\u8fd9\u4e00\u88c5\u7f6e\u5177\u6709\u8f83\u9ad8\u7684\u5efa\u8bbe\u6210\u672c\u4e0e\u6280\u672f\u8981\u6c42\uff0c\u5e76\u975e\u6240\u6709\u6c27\u5316\u94dd\u5382\u90fd\u5177\u5907\u3002\u82e5\u60f3\u5728\u4e2d\u56fd\u4e4b\u5916\u91cd\u5efa\u89c4\u6a21\u5316\u7684\u7c97\u9553\u751f\u4ea7\u80fd\u529b\uff0c\u610f\u5473\u7740\u5fc5\u987b\u5355\u72ec\u4e3a\u6b64\u914d\u5957\u94dd\u571f\u77ff\u5f00\u91c7\u3001\u6c27\u5316\u94dd\u751f\u4ea7\u548c\u7535\u89e3\u94dd\u51b6\u70bc\u7684\u5b8c\u6574\u4ea7\u4e1a\u94fe\uff0c\u4f30\u7b97\u6210\u672c\u5c06\u4f7f\u6bcf\u516c\u65a4\u7c97\u9553\u7684\u751f\u4ea7\u6210\u672c\u4e0d\u4f4e\u4e8e5,500\u5143\u4eba\u6c11\u5e01<\/a>\uff0c\u5546\u4e1a\u53ef\u884c\u6027\u51e0\u4e4e\u4e3a\u96f6\u3002<\/p>\n

\u4ef7\u683c\u4fe1\u53f7\u5bf9\u4f34\u751f\u77ff\u4f9b\u7ed9\u7684\u5f15\u5bfc\u6548\u5e94\u6781\u4e3a\u6709\u9650\u3002<\/strong>\u5bf9\u4e8e\u72ec\u7acb\u77ff\u79cd\uff08\u5982\u94c1\u77ff\u77f3\u3001\u94dc\uff09\uff0c\u4ef7\u683c\u4e0a\u6da8\u4f1a\u5f15\u53d1\u8d44\u672c\u5f00\u652f\u589e\u52a0\u3001\u65b0\u77ff\u5c71\u5f00\u53d1\u63d0\u901f\u7b49\u5178\u578b\u7684\u4f9b\u7ed9\u4fa7\u54cd\u5e94\uff0c\u4ef7\u683c\u5bf9\u4f9b\u7ed9\u7684\u8c03\u8282\u673a\u5236\u76f8\u5bf9\u6709\u6548\u3002\u4f46\u5bf9\u4e8e\u4f34\u751f\u77ff\u79cd\uff0c\u4ef7\u683c\u4e0a\u6da8\u6240\u80fd\u5f15\u5bfc\u7684\u4f9b\u7ed9\u54cd\u5e94\u6781\u4e3a\u6709\u9650——\u9553\u4ef7\u7ffb\u500d\uff0c\u5e76\u4e0d\u4f1a\u5bfc\u81f4\u5168\u7403\u6c27\u5316\u94dd\u4ea7\u80fd\u663e\u8457\u6269\u5f20\uff1b\u94f6\u4ef7\u5927\u5e45\u4e0a\u5347\uff0c\u5e76\u4e0d\u4f1a\u89e6\u53d1\u94c5\u950c\u77ff\u4f01\u4e1a\u4e13\u95e8\u4e3a\u56de\u6536\u94f6\u800c\u6269\u5927\u4ea7\u80fd\u3002\u8fd9\u4e00\u7279\u6027\u4f7f\u5f97\u4f34\u751f\u77ff\u7684\u4f9b\u9700\u5e73\u8861\u8c03\u8282\u673a\u5236\u5b58\u5728\u6839\u672c\u6027\u7f3a\u9677\uff0c\u4ef7\u683c\u5728\u4f9b\u9700\u5931\u8861\u65f6\u53ef\u80fd\u51fa\u73b0\u8fdc\u8d85\u72ec\u7acb\u77ff\u79cd\u7684\u5f39\u6027——\u5411\u4e0a\u5f39\u6027\u5927\uff08\u4ef7\u683c\u53ef\u4ee5\u6301\u7eed\u4e0a\u6da8\u800c\u4f9b\u7ed9\u96be\u4ee5\u8ddf\u4e0a\uff09\uff0c\u4f46\u5411\u4e0b\u5747\u503c\u56de\u5f52\u7684\u5e02\u573a\u673a\u5236\u4e5f\u76f8\u5bf9\u5f31\u5316\uff08\u4ef7\u683c\u4e0b\u8dcc\u4e0d\u80fd\u6709\u6548\u5f15\u5bfc\u4f9b\u7ed9\u51cf\u5c11\uff0c\u56e0\u4e3a\u4e3b\u77ff\u4f01\u4e1a\u4e0d\u4f1a\u56e0\u4f34\u751f\u91d1\u5c5e\u4ef7\u683c\u4e0b\u8dcc\u800c\u524a\u51cf\u4e3b\u77ff\u4ea7\u91cf\uff09\u3002<\/p>\n

3.5 \u5176\u4ed6\u7ed3\u6784\u6027\u4f9b\u7ed9\u7ea6\u675f<\/strong><\/p>\n

\u9664\u4e0a\u8ff0\u56db\u7c7b\u6838\u5fc3\u7ea6\u675f\u4e4b\u5916\uff0c\u77ff\u4e1a\u4f9b\u7ed9\u8fd8\u9762\u4e34\u82e5\u5e72\u91cd\u8981\u7684\u7ed3\u6784\u6027\u5236\u7ea6\u56e0\u7d20\uff0c\u8fd9\u4e9b\u56e0\u7d20\u5728\u4e2d\u957f\u671f\u7ef4\u5ea6\u4e0a\u540c\u6837\u4f1a\u5bf9AI\u91d1\u5c5e\u7684\u53ef\u7528\u4f9b\u7ed9\u91cf\u4ea7\u751f\u5b9e\u8d28\u6027\u5f71\u54cd\u3002<\/p>\n

\u73af\u5883\u76d1\u7ba1\u65e5\u8d8b\u4e25\u82db\u4e0eESG\u5408\u89c4\u6210\u672c\u4e0a\u5347\u3002<\/strong>\u5168\u7403\u8303\u56f4\u5185\uff0c\u77ff\u4e1a\u9879\u76ee\u7684\u73af\u5883\u5f71\u54cd\u8bc4\u4f30\u8981\u6c42\u3001\u6c34\u8d44\u6e90\u4f7f\u7528\u9650\u5236\u3001\u5c3e\u77ff\u5904\u7406\u6807\u51c6\u3001\u78b3\u6392\u653e\u7ea6\u675f\u7b49\u5747\u5728\u6301\u7eed\u6536\u7d27\u3002\u667a\u5229\u94dc\u77ff\u96c6\u4e2d\u4e8e\u6c14\u5019\u5e72\u65f1\u7684\u5317\u90e8\u53ca\u4e2d\u90e8\uff0c\u6c34\u8d44\u6e90\u532e\u4e4f\u5bf9\u91c7\u77ff\u7528\u6c34\u5f62\u6210\u786c\u7ea6\u675f\uff0c\u90e8\u5206\u77ff\u5c71\u4e0d\u5f97\u4e0d\u6295\u8d44\u9ad8\u6210\u672c\u7684\u6d77\u6c34\u6de1\u5316\u8bbe\u65bd\u4ee5\u89e3\u51b3\u751f\u4ea7\u7528\u6c34\u95ee\u9898\uff0c\u76f4\u63a5\u63a8\u9ad8\u8fd0\u8425\u6210\u672c\u3002\u5168\u7403\u7a00\u571f\u51b6\u70bc\u5206\u79bb\u8fc7\u7a0b\u672c\u8eab\u5177\u6709\u9ad8\u653e\u5c04\u6027\u5e9f\u6599\u5904\u7f6e\u6210\u672c\uff0c\u8fd9\u4e5f\u662f\u4e2d\u56fd\u4e4b\u5916\u7a00\u571f\u7cbe\u70bc\u4ea7\u80fd\u96be\u4ee5\u5feb\u901f\u590d\u5236\u7684\u91cd\u8981\u539f\u56e0\u4e4b\u4e00\u3002\u5728\u5357\u7f8e\u3001\u975e\u6d32\u7b49\u8d44\u6e90\u4e30\u5bcc\u5730\u533a\u5f00\u53d1\u65b0\u77ff\u5c71\uff0c\u65e5\u76ca\u9762\u4e34\u6765\u81ea\u539f\u4f4f\u6c11\u793e\u533a\u7684\u73af\u4fdd\u8bc9\u8bbc\u4e0e\u793e\u533a\u963b\u6320\uff0c\u8fdb\u4e00\u6b65\u62c9\u957f\u9879\u76ee\u5ba1\u6279\u65f6\u95f4\u4e0e\u5efa\u8bbe\u5468\u671f\u3002<\/p>\n

\u52b3\u52a8\u529b\u6210\u672c\u4e0e\u672c\u5730\u5316\u8981\u6c42\u7684\u6301\u7eed\u4e0a\u5347\u3002<\/strong>\u4e3b\u8981\u77ff\u4ea7\u8d44\u6e90\u56fd\u653f\u5e9c\u666e\u904d\u5728\u63a8\u8fdb\u77ff\u4e1a\u672c\u5730\u5316\u653f\u7b56\uff0c\u8981\u6c42\u5916\u8d44\u77ff\u4e1a\u4f01\u4e1a\u63d0\u9ad8\u672c\u5730\u5458\u5de5\u6bd4\u4f8b\u3001\u4f7f\u7528\u672c\u5730\u4f9b\u5e94\u5546\u3001\u5728\u5f53\u5730\u8fdb\u884c\u66f4\u591a\u7684\u77ff\u4ea7\u54c1\u6df1\u52a0\u5de5\u3002\u8fd9\u4e9b\u653f\u7b56\u867d\u6709\u5176\u6b63\u5f53\u7684\u53d1\u5c55\u8bc9\u6c42\uff0c\u4f46\u5ba2\u89c2\u4e0a\u63d0\u9ad8\u4e86\u8de8\u56fd\u77ff\u4e1a\u516c\u53f8\u7684\u8fd0\u8425\u6210\u672c\uff0c\u5e76\u5728\u90e8\u5206\u6848\u4f8b\u4e2d\u5f15\u53d1\u52b3\u8d44\u77db\u76fe\u4e0e\u505c\u4ea7\u4e8b\u4ef6\u3002\u79d8\u9c81\u5730\u533a\u7684\u793e\u533a\u6297\u8bae\u957f\u671f\u56f0\u6270\u5f53\u5730\u94dc\u77ff\u751f\u4ea7\uff0c\u662f\u94dc\u77ff\u5e72\u6270\u7387\u957f\u671f\u5904\u4e8e\u9ad8\u4f4d\u7684\u4e3b\u8981\u56e0\u7d20\u4e4b\u4e00\u3002<\/p>\n

\u6280\u672f\u4eba\u624d\u7a00\u7f3a\u4e0e\u5de5\u7a0b\u80fd\u529b\u74f6\u9888\u3002<\/strong>\u77ff\u5c71\u5efa\u8bbe\u4e0e\u8fd0\u8425\u9700\u8981\u91c7\u77ff\u5de5\u7a0b\u3001\u9009\u77ff\u51b6\u91d1\u3001\u5ca9\u571f\u529b\u5b66\u7b49\u9ad8\u5ea6\u4e13\u4e1a\u5316\u7684\u6280\u672f\u4eba\u624d\uff0c\u800c\u5168\u7403\u8303\u56f4\u5185\u76f8\u5173\u4e13\u4e1a\u7684\u5de5\u7a0b\u5e08\u4e0e\u6280\u672f\u4eba\u5458\u4f9b\u7ed9\u957f\u671f\u4e0d\u8db3\uff0c\u5c24\u5176\u662f\u5728\u504f\u8fdc\u5730\u533a\u548c\u53d1\u5c55\u4e2d\u56fd\u5bb6\u7684\u5927\u578b\u77ff\u5c71\u9879\u76ee\u4e2d\uff0c\u6280\u672f\u4eba\u624d\u7684\u83b7\u53d6\u4e0e\u4fdd\u7559\u662f\u9879\u76ee\u8fdb\u5ea6\u5ef6\u8bef\u7684\u5e38\u89c1\u539f\u56e0\u4e4b\u4e00\u3002\u8fd9\u4e00\u7ea6\u675f\u5728\u5f53\u524d\u5168\u7403\u591a\u4e2a\u8d85\u5927\u578b\u77ff\u5c71\u540c\u6b65\u63a8\u8fdb\u5efa\u8bbe\u7684\u80cc\u666f\u4e0b\uff0c\u5f62\u6210\u4e86\u5de5\u7a0b\u80fd\u529b\u7684\u7cfb\u7edf\u6027\u74f6\u9888\u3002<\/p>\n

\u518d\u751f\u56de\u6536\u4f9b\u7ed9\u7684\u5c40\u9650\u6027\u3002<\/strong>\u91d1\u5c5e\u7684\u518d\u751f\u56de\u6536\uff08\u4e8c\u6b21\u4f9b\u7ed9\uff09\u7406\u8bba\u4e0a\u53ef\u4ee5\u5728\u4e0d\u4f9d\u8d56\u65b0\u77ff\u5c71\u5f00\u53d1\u7684\u60c5\u51b5\u4e0b\u8865\u5145\u5e02\u573a\u4f9b\u7ed9\uff0c\u4f46\u5bf9\u4e8eAI\u91d1\u5c5e\u4f53\u7cfb\u4e2d\u7684\u591a\u6570\u54c1\u7c7b\u800c\u8a00\uff0c\u518d\u751f\u56de\u6536\u7684\u5b9e\u9645\u8d21\u732e\u53d7\u5230\u4e25\u683c\u7ea6\u675f\u3002\u5982\u524d\u6240\u8ff0\uff0c\u9553\u5728\u5355\u9897\u5c04\u9891\u82af\u7247\u4e2d\u7684\u542b\u91cf\u7ea6\u4e3a\u51e0\u6beb\u514b\uff0c\u5355\u72ec\u56de\u6536\u7684\u7ecf\u6d4e\u6027\u5b8c\u5168\u4e0d\u6210\u7acb\uff1b\u94bd\u7535\u5bb9\u4ea7\u54c1\u7684\u5fae\u578b\u5316\u8d8b\u52bf\u4f7f\u5f97\u5e9f\u65e7\u7535\u5b50\u8bbe\u5907\u4e2d\u94bd\u7684\u5355\u4ef6\u542b\u91cf\u6301\u7eed\u4e0b\u964d\uff0c\u63d0\u53d6\u5de5\u827a\u590d\u6742\u4e14\u7ecf\u6d4e\u56de\u62a5\u6709\u9650\uff1b\u7a00\u571f\u7684\u56de\u6536\u867d\u7136\u6280\u672f\u4e0a\u53ef\u884c\uff0c\u4f46\u53d7\u5236\u4e8e\u5e9f\u6599\u6765\u6e90\u5206\u6563\u3001\u6536\u96c6\u4f53\u7cfb\u4e0d\u5065\u5168\u7b49\u95ee\u9898\uff0c\u76ee\u524d\u5168\u7403\u7a00\u571f\u56de\u6536\u91cf\u5360\u603b\u4f9b\u7ed9\u7684\u6bd4\u4f8b\u4ecd\u4f4e\u4e8e5%\u3002\u94dc\u7684\u56de\u6536\u76f8\u5bf9\u6210\u719f\uff08\u5168\u7403\u5e9f\u94dc\u518d\u751f\u5229\u7528\u7387\u7ea630%\uff09\uff0c\u4f46\u5728AI\u62c9\u52a8\u7684\u9700\u6c42\u9ad8\u901f\u589e\u957f\u671f\uff0c\u518d\u751f\u94dc\u7684\u4f9b\u7ed9\u589e\u901f\u8fdc\u4e0d\u8db3\u4ee5\u586b\u8865\u77ff\u7aef\u4f9b\u7ed9\u7684\u7f3a\u53e3\u3002<\/p>\n

\u7efc\u5408\u4ee5\u4e0a\u4e94\u65b9\u9762\u7ea6\u675f\uff0c\u672c\u7ae0\u53ef\u4ee5\u5f62\u6210\u4e00\u4e2a\u603b\u4f53\u6027\u5224\u65ad\uff1a\u77ff\u4e1a\u4f9b\u7ed9\u4f53\u7cfb\u5728\u53ef\u9884\u89c1\u7684\u672a\u6765\uff0c\u4e0d\u5177\u5907\u968fAI\u7b97\u529b\u9700\u6c42\u5feb\u901f\u540c\u6b65\u6269\u5f20\u7684\u7269\u7406\u80fd\u529b\u4e0e\u5236\u5ea6\u6761\u4ef6\u3002\u8d44\u672c\u5f00\u652f\u7684\u957f\u671f\u4e0d\u8db3\u300115.7\u5e74\u7684\u5e73\u5747\u5efa\u8bbe\u5468\u671f\u3001\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u7684\u7cfb\u7edf\u6027\u79ef\u7d2f\u3001\u4f34\u751f\u77ff\u4ea7\u7684\u5185\u751f\u4f9b\u7ed9\u521a\u6027\u3001\u4ee5\u53ca\u73af\u4fdd\u4e0e\u793e\u533a\u7ea6\u675f\u7684\u6301\u7eed\u5f3a\u5316\uff0c\u5171\u540c\u6784\u7b51\u4e86\u4e00\u9053\u9ad8\u5ea6\u575a\u5b9e\u7684\u4f9b\u7ed9\u4fa7\u58c1\u5792\uff0c\u4f7f\u5f97\"\u4f9b\u7ed9\u4e0d\u8db3+\u9700\u6c42\u6269\u5f20\"\u7684\u57fa\u672c\u683c\u5c40\u5c06\u5728\u76f8\u5f53\u957f\u7684\u65f6\u95f4\u5185\u6301\u7eed\u5b58\u5728\uff0c\u4e3aAI\u91d1\u5c5e\u4ef7\u683c\u4f53\u7cfb\u7684\u4e2d\u67a2\u4e0a\u79fb\u63d0\u4f9b\u4e86\u53ef\u4fe1\u8d56\u7684\u7ed3\u6784\u6027\u652f\u6491\u3002\u8fd9\u4e00\u5224\u65ad\uff0c\u6784\u6210\u672c\u62a5\u544a\u7b2c\u4e8c\u7bc7\u5404\u91d1\u5c5e\u54c1\u7c7b\u5206\u6790\u4e2d\u59cb\u7ec8\u6210\u7acb\u7684\u4f9b\u7ed9\u4fa7\u5e95\u5c42\u903b\u8f91\uff0c\u5c06\u5728\u7b2c\u56db\u81f3\u7b2c\u4e03\u7ae0\u4e2d\u4f9d\u636e\u5404\u54c1\u7c7b\u7684\u5177\u4f53\u4f9b\u7ed9\u7279\u5f81\u5f97\u5230\u8fdb\u4e00\u6b65\u7684\u7ec6\u5316\u4e0e\u9a8c\u8bc1\u3002<\/p>\n

(\u672c\u6587\u4f5c\u8005\u7cfb\u76d8\u53e4\u667a\u5e93\u9ad8\u7ea7\u7814\u7a76\u5458\u5468\u6d4e\u3001\u725b\u7ad9\u594e)<\/p>\n

(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587 | \u76d8\u53e4\u667a\u5e93 \u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u7684\u5927\u89c4\u6a21\u5efa\u8bbe\uff0c\u6b63\u5728\u5bf9\u4e0a\u6e38\u91d1\u5c5e\u539f\u6750\u6599\u4ea7\u751f\u7ed3\u6784\u6027\u9700\u6c42\u51b2\u51fb\u3002\u636e\u82f1\u56fd\u300a\u91d1\u878d\u65f6\u62a5\u300b\u6c47\u603b […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,271,172,378,162,148,14,252,23,178,265,291,93,241,161,290,179,27,277,186,26,193,120,367,101,29,119,339,144,238,53,128,237,231,192],"views":20,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/822504"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=822504"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/822504\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=822504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=822504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=822504"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}