{"id":23106,"date":"2026-11-15T10:48:49","date_gmt":"2026-11-14T23:48:49","guid":{"rendered":"https:\/\/geoffreychen.com\/?p=23106"},"modified":"2026-11-15T10:48:49","modified_gmt":"2026-11-14T23:48:49","slug":"nvidia-compute-expansion-ai-industry-risk-dialogue","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/nvidia-compute-expansion-ai-industry-risk-dialogue\/","title":{"rendered":"\u82f1\u4f1f\u8fbe\u3001\u7b97\u529b\u6269\u5f20\u4e0e AI \u4ea7\u4e1a\u98ce\u9669"},"content":{"rendered":"<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/public-assets.geoffreychen.com\/wordpress\/articles\/nvidia-compute-expansion-ai-industry-risk-dialogue\/23b6f9424539d579ae0bfae3.jpg?w=1140&#038;ssl=1\" alt=\"\u82f1\u4f1f\u8fbe\u3001\u7b97\u529b\u6269\u5f20\u4e0e AI \u4ea7\u4e1a\u98ce\u9669\" loading=\"lazy\"><\/p>\n<p>\u5bf9\u8bdd\u6574\u7406\u5b9e\u5f55<\/p>\n<p>\u65e5\u671f\uff1a2026\u5e7411\u670815\u65e5<br 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AI \u52a0\u901f\u8ba1\u7b97\u9886\u57df\u5f62\u6210\u4e86\u9ad8\u5ea6\u96c6\u4e2d\u7684\u5e02\u573a\u4e3b\u5bfc\u5730\u4f4d\uff0c\u4f46\u4e0d\u662f\u6ca1\u6709\u7b2c\u4e8c\u540d\uff0c\u66f4\u4e0d\u80fd\u8bf4\u6240\u6709\u7ade\u4e89\u5bf9\u624b\u90fd\u5728\u6bcf\u4e2a\u6280\u672f\u6307\u6807\u4e0a\u8fdc\u8fdc\u843d\u540e\u3002\u5c24\u5176\u5728\u63a8\u7406\u9886\u57df\uff0c\u66ff\u4ee3\u65b9\u6848\u7684\u5e02\u573a\u7a7a\u95f4\u6b63\u5728\u6269\u5927\u3002<\/p>\n<p>\u4e8c\u3001\u5e02\u503c\u66b4\u6da8\uff1a\u6280\u672f\u7a81\u7834\uff0c\u8fd8\u662f\u751f\u6001\u4f18\u52bf\u9047\u4e0a\u5386\u53f2\u673a\u9047\uff1f<\/p>\n<p>Geoffrey\uff1a<br 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\/>\n\u6211\u660e\u767d\u4f60\u8981\u533a\u5206\u7684\u4e24\u79cd\u4fe1\u5fc3\u3002<\/p>\n<p>\u7b2c\u4e00\u79cd\u4fe1\u5fc3\u662f\uff1a\u5df2\u7ecf\u638c\u63e1\u4e86\u6280\u672f\u53ef\u884c\u6027\u7684\u5173\u952e\uff0c\u53ea\u662f\u8fd8\u9700\u8981\u7ee7\u7eed\u6539\u8fdb\u5de5\u7a0b\u5b9e\u73b0\u3001\u63d0\u9ad8\u6548\u7387\u3001\u964d\u4f4e\u6210\u672c\u3002\u7b2c\u4e8c\u79cd\u4fe1\u5fc3\u662f\uff1a\u5c3d\u7ba1\u6839\u672c\u6027\u6280\u672f\u95ee\u9898\u5c1a\u672a\u89e3\u51b3\uff0c\u4f46\u53ea\u8981\u884c\u4e1a\u7ee7\u7eed\u6269\u5927\u6295\u5165\u548c\u8ba1\u7b97\u89c4\u6a21\uff0c\u516c\u53f8\u7684\u4e1a\u52a1\u4ecd\u7136\u53ef\u4ee5\u7ee7\u7eed\u589e\u957f\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u7684\u516c\u5f00\u6280\u672f\u53d9\u4e8b\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5efa\u7acb\u5728\u8ba1\u7b97\u89c4\u6a21\u6269\u5927\u80fd\u591f\u6301\u7eed\u6539\u5584\u6a21\u578b\u80fd\u529b\u7684\u7ecf\u9a8c\u89c4\u5f8b\u4e0a\u3002\u5148\u524d\u56de\u7b54\u66fe\u63d0\u5230\u4e00\u9879\u636e\u79f0\u5206\u6790 809 \u4e2a\u6a21\u578b\u7684 2026 \u5e74\u7814\u7a76\uff0c\u4ee5\u8bf4\u660e\u7b97\u529b\u548c\u6a21\u578b\u8868\u73b0\u7684\u5173\u8054\uff1b\u8be5\u7814\u7a76\u53ca\u5176\u7edf\u8ba1\u53e3\u5f84\u5c1a\u672a\u91cd\u65b0\u6838\u9a8c\u3002\u4ece\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u5230\u63a8\u7406\u9636\u6bb5\u589e\u52a0\u8ba1\u7b97\u91cf\uff0c\u76f8\u5173\u65b9\u6cd5\u7684\u786e\u5728\u4e0d\u5c11\u4efb\u52a1\u4e2d\u53d6\u5f97\u8fc7\u53ef\u89c2\u7684\u6548\u679c\u3002\u4f46\u201c\u589e\u52a0\u7b97\u529b\u80fd\u591f\u7ee7\u7eed\u6539\u5584\u67d0\u4e9b\u4efb\u52a1\u8868\u73b0\u201d\uff0c\u4e0d\u7b49\u4e8e\u201c\u6240\u6709\u4eba\u5de5\u667a\u80fd\u7684\u6839\u672c\u95ee\u9898\u6700\u7ec8\u90fd\u80fd\u9760\u589e\u52a0\u7b97\u529b\u89e3\u51b3\u201d\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u6a21\u578b\u53ef\u4ee5\u501f\u52a9\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\u63d0\u9ad8\u4e00\u4e9b\u6570\u5b66\u3001\u7f16\u7a0b\u548c\u63a8\u7406\u6d4b\u8bd5\u7684\u6210\u7ee9\uff0c\u4f46\u8fd9\u4e0d\u80fd\u81ea\u52a8\u8bc1\u660e\u5b83\u5df2\u7ecf\u89e3\u51b3\u4e86\u53ef\u9760\u7684\u957f\u671f\u89c4\u5212\u3001\u7a33\u5b9a\u7684\u73b0\u5b9e\u4e16\u754c\u7406\u89e3\u3001\u81ea\u4e3b\u884c\u52a8\u7b49\u95ee\u9898\u3002<\/p>\n<p>\u540c\u65f6\u9700\u8981\u770b\u5230\uff0cAI \u7b97\u6cd5\u5e76\u6ca1\u6709\u5b8c\u5168\u505c\u6ede\u3002Transformer\u3001\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u3001\u6ce8\u610f\u529b\u673a\u5236\u7684\u4f18\u5316\u3001\u5f3a\u5316\u5b66\u4e60\u4e0e\u5404\u79cd\u8bad\u7ec3\u65b9\u6cd5\u90fd\u53d6\u5f97\u4e86\u8fdb\u5c55\u3002\u7b97\u529b\u589e\u52a0\u4e0e\u7b97\u6cd5\u6539\u8fdb\u4e5f\u5e38\u5e38\u4e92\u76f8\u4fc3\u8fdb\uff0c\u56e0\u6b64\u4e0d\u80fd\u628a\u4e24\u8005\u770b\u6210\u5b8c\u5168\u5bf9\u7acb\u7684\u8def\u7ebf\u3002<\/p>\n<p>\u6211\u7684\u521d\u6b65\u5224\u65ad\u662f\uff0c\u82f1\u4f1f\u8fbe\u7684\u4fe1\u5fc3\u540c\u65f6\u5305\u542b\u6280\u672f\u5224\u65ad\u548c\u5546\u4e1a\u5224\u65ad\uff0c\u4f46\u5b83\u5927\u89c4\u6a21\u63a8\u52a8\u7b97\u529b\u6269\u5f20\u7684\u7b56\u7565\uff0c\u5177\u6709\u5f88\u660e\u786e\u7684\u5546\u4e1a\u5229\u76ca\u57fa\u7840\u3002\u5b83\u5e76\u4e0d\u9700\u8981\u8bc1\u660e\u901a\u7528\u4eba\u5de5\u667a\u80fd\u6700\u7ec8\u4e00\u5b9a\u5b9e\u73b0\uff0c\u53ea\u8981\u672a\u6765\u51e0\u5e74\u7814\u53d1\u548c\u5e94\u7528\u7ee7\u7eed\u5927\u91cf\u6d88\u8017\u8ba1\u7b97\u8d44\u6e90\uff0c\u5b83\u5c31\u53ef\u80fd\u83b7\u5f97\u5de8\u5927\u7684\u5546\u4e1a\u56de\u62a5\u3002<\/p>\n<p>\u9700\u8981\u8b66\u60d5\u7684\u662f\uff1a\u628a\u201c\u73b0\u9636\u6bb5\u589e\u52a0\u7b97\u529b\u901a\u5e38\u6709\u6548\u201d\u7684\u7ecf\u9a8c\u5224\u65ad\uff0c\u8fdb\u4e00\u6b65\u5f53\u6210\u201c\u672a\u6765 AI \u5fc5\u7136\u957f\u671f\u9700\u8981\u4ee5\u6781\u9ad8\u901f\u5ea6\u6269\u5927\u8ba1\u7b97\u8d44\u6e90\u201d\u7684\u6218\u7565\u5047\u8bbe\u3002\u524d\u8005\u6709\u5b9e\u9645\u7ecf\u9a8c\u652f\u6301\uff0c\u540e\u8005\u4ecd\u6709\u5f88\u5927\u7684\u6280\u672f\u548c\u7ecf\u6d4e\u4e0d\u786e\u5b9a\u6027\u3002<\/p>\n<p>\u4e03\u3001\u7b97\u6cd5\u7a81\u7834\u4e0e\u82f1\u4f1f\u8fbe\u7684\u5229\u76ca\u662f\u5426\u4e00\u81f4\uff1f<\/p>\n<p>Geoffrey\uff1a<br \/>\n\u56e0\u4e3a\u7b97\u6cd5\u7684\u7a81\u7834\uff0c\u4e0d\u4e00\u5b9a\u4f1a\u7ed9\u82f1\u4f1f\u8fbe\u5e26\u6765\u66f4\u5927\u7684\u5229\u6da6\u3002\u597d\u7684\u3002<\/p>\n<p>Sophie\uff1a<br \/>\n\u8fd9\u6070\u597d\u63ed\u793a\u4e86\u6280\u672f\u65b9\u5411\u548c\u5546\u4e1a\u5229\u76ca\u53ef\u80fd\u51fa\u73b0\u7684\u504f\u79bb\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u5177\u6709\u5f88\u5f3a\u7684\u5546\u4e1a\u52a8\u529b\u53bb\u5f3a\u8c03\u7b97\u529b\u7684\u91cd\u8981\u6027\uff0c\u56e0\u4e3a\u5b83\u7684\u4e3b\u8981\u6536\u5165\u76f4\u63a5\u6765\u81ea\u8ba1\u7b97\u5e73\u53f0\u3002\u5982\u679c\u6574\u4e2a\u884c\u4e1a\u8d8a\u6765\u8d8a\u4f9d\u8d56\u5927\u89c4\u6a21\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u82f1\u4f1f\u8fbe\u5c31\u6709\u673a\u4f1a\u51fa\u552e\u66f4\u591a\u82af\u7247\u4e0e\u7cfb\u7edf\u3002<\/p>\n<p>\u4f46\u8fd9\u91cc\u8fd8\u9700\u8981\u8865\u5145\u4e00\u4e2a\u53cd\u4f8b\uff1a\u7b97\u6cd5\u7a81\u7834\u672a\u5fc5\u4e00\u5b9a\u635f\u5bb3\u82f1\u4f1f\u8fbe\u3002\u66f4\u9ad8\u6548\u7684\u7b97\u6cd5\u867d\u7136\u53ef\u80fd\u5927\u5e45\u51cf\u5c11\u5b8c\u6210\u5355\u6b21\u4efb\u52a1\u6240\u9700\u7684\u8ba1\u7b97\u91cf\uff0c\u5374\u4e5f\u53ef\u80fd\u964d\u4f4e\u5e94\u7528\u6210\u672c\u3001\u6fc0\u53d1\u66f4\u5927\u89c4\u6a21\u7684\u4f7f\u7528\u9700\u6c42\uff0c\u6700\u7ec8\u53cd\u800c\u589e\u52a0\u6574\u4e2a\u5e02\u573a\u7684\u8ba1\u7b97\u91cf\u3002\u56e0\u6b64\uff0c\u201c\u7b97\u6cd5\u6548\u7387\u63d0\u9ad8\u201d\u4e0e\u201c\u82f1\u4f1f\u8fbe\u5229\u6da6\u51cf\u5c11\u201d\u4e0d\u662f\u5fc5\u7136\u5173\u7cfb\u3002<\/p>\n<p>\u66f4\u4e25\u8c28\u5730\u8bf4\uff0c\u82f1\u4f1f\u8fbe\u7684\u5546\u4e1a\u5229\u76ca\u4e0e\u6301\u7eed\u7684\u7b97\u529b\u9700\u6c42\u589e\u957f\u9ad8\u5ea6\u4e00\u81f4\uff0c\u800c\u4e0d\u4e00\u5b9a\u4e0e\u6bcf\u4e00\u79cd\u80fd\u591f\u51cf\u5c11\u7b97\u529b\u9700\u6c42\u7684\u7b97\u6cd5\u521b\u65b0\u5b8c\u5168\u4e00\u81f4\u3002\u8fd9\u79cd\u5229\u76ca\u5173\u7cfb\u53ef\u80fd\u5f71\u54cd\u4f01\u4e1a\u5f3a\u8c03\u54ea\u4e9b\u6280\u672f\u53d1\u5c55\u65b9\u5411\uff0c\u4ee5\u53ca\u5982\u4f55\u5411\u8d44\u672c\u5e02\u573a\u63cf\u8ff0\u672a\u6765\u3002<\/p>\n<p>Geoffrey\uff1a<br \/>\n\u6211\u4eec\u6cbf\u7740\u8fd9\u4e2a\u601d\u8def\uff0c\u518d\u8fdb\u4e00\u6b65\u6316\u6398\u4e00\u4e0b\u3002<\/p>\n<p>Sophie\uff1a<br \/>\n\u597d\uff0c\u7ee7\u7eed\u6cbf\u7740\u8fd9\u4e2a\u601d\u8def\u7814\u7a76\u3002<\/p>\n<p>\u516b\u3001\u6df1\u5ea6\u5b66\u4e60\u7684\u7406\u8bba\u6e90\u5934\u4e0e\u82f1\u4f1f\u8fbe\u7684\u89d2\u8272<\/p>\n<p>Geoffrey\uff1a<br \/>\n\u73b0\u5728\u5927\u6a21\u578b\u8bad\u7ec3\u6700\u8fd1\u51e0\u5e74\u7684\u7a81\u7834\uff0c\u82f1\u4f1f\u8fbe\u5f53\u7136\u8d77\u4e86\u975e\u5e38\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u8fd9\u662f\u6beb\u65e0\u7591\u95ee\u7684\u3002\u4f46\u662f\uff0c\u8fd9\u79cd\u601d\u8def\u4e0d\u662f\u6765\u81ea\u82f1\u4f1f\u8fbe\uff0c\u800c\u662f\u6765\u81ea Geoffrey Hinton \u7b49\u4eba\u7684\u795e\u7ecf\u7f51\u7edc\u548c\u6df1\u5ea6\u5b66\u4e60\u7406\u8bba\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u539f\u6765\u53ea\u662f\u505a\u786c\u4ef6\u3001\u505a\u663e\u5361\u3001\u505a\u5e76\u884c\u8ba1\u7b97\u3002\u5b83\u7684\u8ba1\u7b97\u65b9\u5f0f\uff0c\u6070\u597d\u7b26\u5408\u6df1\u5ea6\u5b66\u4e60\u7684\u9700\u8981\u3002<\/p>\n<p>\u6240\u4ee5\u8fd9\u573a\u6280\u672f\u53d1\u5c55\u7684\u6839\u672c\u63a8\u52a8\u529b\u5e76\u4e0d\u662f\u5b83\u3002\u5b83\u53ea\u662f\u78b0\u5de7\u8d76\u4e0a\u4e86\u8fd9\u6837\u4e00\u79cd\u9700\u6c42\u3002<\/p>\n<p>Sophie\uff1a<br \/>\n\u6211\u57fa\u672c\u540c\u610f\u4f60\u5bf9\u7406\u8bba\u521b\u65b0\u6765\u6e90\u7684\u5224\u65ad\uff0c\u4f46\u201c\u53ea\u662f\u78b0\u5de7\u8d76\u4e0a\u201d\u8fd8\u9700\u8981\u8fdb\u4e00\u6b65\u533a\u5206\u3002<\/p>\n<p>\u795e\u7ecf\u7f51\u7edc\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u6838\u5fc3\u601d\u60f3\uff0c\u662f Geoffrey Hinton\u3001Yann LeCun\u3001Yoshua Bengio \u7b49\u7814\u7a76\u8005\u957f\u671f\u63a2\u7d22\u7684\u7ed3\u679c\u3002\u540e\u6765\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u5177\u6709\u91cd\u5927\u5f71\u54cd\u7684 Transformer \u67b6\u6784\uff0c\u4e5f\u5e76\u975e\u82f1\u4f1f\u8fbe\u63d0\u51fa\u3002\u82f1\u4f1f\u8fbe\u4e0d\u662f\u8fd9\u573a\u7406\u8bba\u4e0e\u7b97\u6cd5\u9769\u547d\u7684\u53d1\u8d77\u8005\u3002<\/p>\n<p>2012 \u5e74\u7684 AlexNet \u662f\u4e00\u4e2a\u6709\u4ee3\u8868\u6027\u7684\u6848\u4f8b\u3002\u7814\u7a76\u8005\u5229\u7528\u82f1\u4f1f\u8fbe GPU \u8bad\u7ec3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u5728\u56fe\u50cf\u8bc6\u522b\u4e0a\u53d6\u5f97\u7a81\u7834\u3002\u8fd9\u91cc\u7684\u7b97\u6cd5\u521b\u65b0\u6765\u81ea\u7814\u7a76\u56e2\u961f\uff0cGPU \u63d0\u4f9b\u4e86\u4f7f\u8ba1\u7b97\u53ef\u884c\u7684\u91cd\u8981\u6761\u4ef6\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u82f1\u4f1f\u8fbe\u65e9\u5728 2006 \u5e74\u5c31\u63a8\u51fa CUDA\uff0c\u5c06 GPU \u4ece\u56fe\u5f62\u5904\u7406\u8bbe\u5907\u9010\u6e10\u53d1\u5c55\u4e3a\u53ef\u7528\u4e8e\u591a\u79cd\u79d1\u5b66\u4e0e\u5de5\u7a0b\u4efb\u52a1\u7684\u5e76\u884c\u8ba1\u7b97\u5e73\u53f0\u3002\u8fd9\u6bd4 AlexNet \u7684\u7a81\u7834\u65e9\u4e86\u591a\u5e74\u3002\u56e0\u6b64\uff0c\u5b83\u5bf9\u901a\u7528\u5e76\u884c\u8ba1\u7b97\u7684\u4ef7\u503c\u6709\u81ea\u5df1\u7684\u524d\u77bb\u6027\u5224\u65ad\uff0c\u4e0d\u80fd\u7b80\u5355\u5f52\u7ed3\u4e3a\u7eaf\u7cb9\u5076\u7136\u3002<\/p>\n<p>\u6bd4\u8f83\u51c6\u786e\u7684\u5386\u53f2\u63cf\u8ff0\u662f\uff1a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u548c GPU \u5e76\u884c\u8ba1\u7b97\u539f\u672c\u662f\u4e24\u6761\u76f8\u5bf9\u72ec\u7acb\u7684\u53d1\u5c55\u8def\u7ebf\uff0c\u540e\u6765\u51fa\u73b0\u4e86\u9ad8\u5ea6\u6709\u6548\u7684\u7ed3\u5408\u3002\u82f1\u4f1f\u8fbe\u6293\u4f4f\u4e86\u8fd9\u4e2a\u673a\u4f1a\uff0c\u5e76\u901a\u8fc7\u786c\u4ef6\u3001\u8f6f\u4ef6\u3001\u5f00\u53d1\u751f\u6001\u548c\u5546\u4e1a\u6295\u8d44\uff0c\u628a\u6280\u672f\u4e0a\u7684\u9002\u914d\u53d8\u6210\u4e86\u5546\u4e1a\u4e0a\u7684\u4e3b\u5bfc\u4f18\u52bf\u3002<\/p>\n<p>\u4f46\u8fd9\u540c\u65f6\u8bf4\u660e\u4e00\u4e2a\u91cd\u8981\u533a\u522b\uff1a\u82f1\u4f1f\u8fbe\u5df2\u7ecf\u8bc1\u660e\u81ea\u5df1\u5728\u5e76\u884c\u8ba1\u7b97\u548c\u8ba1\u7b97\u5e73\u53f0\u65b9\u9762\u5177\u6709\u6280\u672f\u773c\u754c\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5b83\u5df2\u7ecf\u540c\u6837\u8bc1\u660e\u4e86\u81ea\u5df1\u5bf9\u4eba\u5de5\u667a\u80fd\u7406\u8bba\u524d\u666f\u548c\u6700\u7ec8\u53d1\u5c55\u8def\u5f84\u7684\u5224\u65ad\u3002<\/p>\n<p>\u4e00\u5bb6\u4f01\u4e1a\u5728\u67d0\u9879\u652f\u6491\u6280\u672f\u4e0a\u7684\u5353\u8d8a\u80fd\u529b\uff0c\u4e0d\u80fd\u76f4\u63a5\u5f53\u4f5c\u5b83\u5bf9\u6574\u4e2a\u9886\u57df\u7406\u8bba\u7a81\u7834\u5177\u6709\u540c\u7b49\u5224\u65ad\u529b\u7684\u8bc1\u636e\u3002<\/p>\n<p>\u5982\u679c\u672a\u6765 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