\u3010\u6458\u8981\u3011DeepSeek\u4ee5\u5f00\u6e90\u3001\u4f4e\u6210\u672c\u548c\u9ad8\u6027\u80fd\u4e3a\u6838\u5fc3\uff0c\u6253\u7834\u5168\u7403AI\u6280\u672f\u5784\u65ad\uff0c\u63a8\u52a8\u4e2d\u56fdAI\u5e94\u7528\u666e\u53ca\u3001\u4ea7\u4e1a\u94fe\u81ea\u4e3b\u5347\u7ea7\u548c\u5168\u7403\u5f00\u53d1\u8005\u751f\u6001\u7e41\u8363\uff0c\u6210\u4e3aAI\u6280\u672f\u6c11\u4e3b\u5316\u548c\u5168\u7403\u521b\u65b0\u683c\u5c40\u91cd\u5851\u7684\u91cd\u8981\u5f15\u64ce\u3002<\/p>\n\n\n\n
\u5f15\u8a00
\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u91cd\u5851\u5168\u7403\u79d1\u6280\u4e0e\u4ea7\u4e1a\u683c\u5c40\u3002\u4e2d\u56fdAI\u4f01\u4e1aDeepSeek\u7684\u5d1b\u8d77\uff0c\u4e0d\u4ec5\u6253\u7834\u4e86\u56fd\u9645\u5de8\u5934\u7684\u6280\u672f\u58c1\u5792\uff0c\u66f4\u4ee5\u5f00\u6e90\u3001\u4f4e\u6210\u672c\u548c\u9ad8\u6027\u80fd\u4e3a\u6838\u5fc3\u6218\u7565\uff0c\u63a8\u52a8\u4e86AI\u6280\u672f\u7684\u5168\u6c11\u5316\u666e\u53ca\u548c\u4ea7\u4e1a\u94fe\u81ea\u4e3b\u5347\u7ea7\u3002\u672c\u6587\u5c06\u7cfb\u7edf\u68b3\u7406DeepSeek\u5728\u4e2d\u56fdAI\u5e94\u7528\u666e\u53ca\u4e2d\u7684\u5173\u952e\u4f5c\u7528\uff0c\u6df1\u5ea6\u5256\u6790\u5176\u5728\u6280\u672f\u7a81\u7834\u3001\u7528\u6237\u589e\u957f\u3001\u5f00\u53d1\u8005\u751f\u6001\u3001\u4ea7\u4e1a\u94fe\u53cd\u5e94\u3001\u7ecf\u6d4e\u793e\u4f1a\u5f71\u54cd\u3001\u56fd\u9645\u6cbb\u7406\u3001\u4eba\u624d\u521b\u65b0\u7b49\u591a\u7ef4\u5ea6\u7684\u6df1\u8fdc\u5f71\u54cd\uff0c\u5e76\u7ed3\u5408\u6743\u5a01\u6570\u636e\u3001\u5178\u578b\u6848\u4f8b\u548c\u884c\u4e1a\u8d8b\u52bf\uff0c\u5168\u9762\u5c55\u73b0\u5176\u5bf9\u5168\u7403AI\u521b\u65b0\u683c\u5c40\u7684\u91cd\u5851\u3002<\/p>\n\n\n\n
\u4e00\u3001\ud83d\ude80 \u6253\u7834\u6280\u672f\u5784\u65ad\u4e0e\u6280\u672f\u6c11\u4e3b\u5316<\/p>\n\n\n\n
1.1 \u5f00\u6e90\u6218\u7565\uff1a\u6280\u672f\u666e\u60e0\u7684\u57fa\u77f3
1.1.1 \u5b8c\u5168\u5f00\u6e90\uff0c\u964d\u4f4e\u95e8\u69db
DeepSeek\u4ee5MIT\u534f\u8bae\u5b8c\u5168\u5f00\u6e90\uff0c\u5f00\u53d1\u8005\u53ef\u81ea\u7531\u8c03\u7528API\uff0c\u6781\u5927\u964d\u4f4e\u4e86AI\u6280\u672f\u7684\u4f7f\u7528\u95e8\u69db\u3002\u5176DeepSeek-R1\u6a21\u578b\u5728\u6570\u5b66\u63a8\u7406\uff08AIME\u7ade\u8d5b79.8%\u53ca\u683c\u7387\uff09\u3001\u4ee3\u7801\u751f\u6210\uff08Codeforces\u8bc4\u52062029\uff09\u7b49\u6838\u5fc3\u9886\u57df\u5df2\u8d85\u8d8aOpenAI\u540c\u7c7b\u6a21\u578b\u3002API\u8c03\u7528\u6210\u672c\u4ec5\u4e3aGPT-4\u76841\/10\uff0c\u8bad\u7ec3\u6210\u672c\u4ec5\u4e3a557.6\u4e07\u7f8e\u5143\uff08\u540c\u7c7b\u6a21\u578b\u7ea66000\u4e07\u7f8e\u5143\uff09\uff0c\u5b9e\u73b0\u4e86\u201c\u6280\u672f\u666e\u60e0\u201d\u3002<\/p>\n\n\n\n
1.1.2 \u56fd\u9645\u8ba4\u53ef\u4e0e\u6280\u672f\u6269\u6563
\u56fd\u9645\u4e3b\u6d41\u5a92\u4f53\u5982\u300a\u536b\u62a5\u300b\u300a\u8def\u900f\u793e\u300b\u5747\u6307\u51fa\uff0cDeepSeek\u7684\u51fa\u73b0\u6253\u7834\u4e86\u7f8e\u56fd\u5bf9AI\u7684\u8bdd\u8bed\u6743\u5784\u65ad\uff0c\u4e3a\u6b27\u6d32\u3001\u5168\u7403\u5357\u65b9\u56fd\u5bb6\u53ca\u8d44\u91d1\u6709\u9650\u56e2\u961f\u63d0\u4f9b\u4e86\u8ffd\u8d76\u673a\u4f1a\u3002\u4e2d\u56fd\u5e38\u9a7b\u8054\u5408\u56fd\u4ee3\u8868\u5085\u806a\u4e5f\u5f3a\u8c03\uff0c\u6280\u672f\u904f\u5236\u65e0\u6cd5\u963b\u6321\u521b\u65b0\uff0c\u5408\u4f5c\u624d\u80fd\u5f25\u5408\u667a\u80fd\u9e3f\u6c9f\u3002<\/p>\n\n\n\n
1.2 \u6280\u672f\u6027\u80fd\uff1a\u8d85\u8d8a\u4e0e\u521b\u65b0
1.2.1 \u9886\u5148\u7684\u6a21\u578b\u80fd\u529b
\u6570\u5b66\u63a8\u7406\uff1aAIME\u7ade\u8d5b79.8%\u53ca\u683c\u7387\uff0c\u5168\u7403\u9886\u5148\u3002<\/p>\n\n\n\n
\u4ee3\u7801\u751f\u6210\uff1aCodeforces\u8bc4\u52062029\uff0c\u8d85\u8d8aOpenAI\u540c\u7c7b\u6a21\u578b\u3002<\/p>\n\n\n\n
\u591a\u8bed\u8a00\u652f\u6301\uff1a\u652f\u6301\u4e2d\u3001\u82f1\u7b49\u591a\u8bed\u79cd\uff0c\u9002\u5e94\u5168\u7403\u5f00\u53d1\u8005\u9700\u6c42\u3002<\/p>\n\n\n\n
1.2.2 \u9ad8\u6548\u80fd\u4e0e\u4f4e\u6210\u672c\u5e76\u4e3e
API\u8c03\u7528\u6210\u672c\u4ec5\u4e3aGPT-4\u76841\/10\u3002<\/p>\n\n\n\n
\u8bad\u7ec3\u6210\u672c\u4ec5\u4e3a557.6\u4e07\u7f8e\u5143\uff0c\u8fdc\u4f4e\u4e8e\u56fd\u9645\u540c\u7c7b\u6a21\u578b\u3002<\/p>\n\n\n\n
1.3 \u6280\u672f\u6c11\u4e3b\u5316\u7684\u5168\u7403\u610f\u4e49
DeepSeek\u7684\u5f00\u6e90\u548c\u4f4e\u6210\u672c\u7b56\u7565\uff0c\u8ba9\u5168\u7403\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u90fd\u80fd\u5e73\u7b49\u4eab\u6709\u9876\u5c16AI\u80fd\u529b\uff0c\u63a8\u52a8\u4e86AI\u6280\u672f\u7684\u6c11\u4e3b\u5316\u3002\u65e0\u8bba\u662f\u6b27\u6d32\u3001\u5168\u7403\u5357\u65b9\u56fd\u5bb6\uff0c\u8fd8\u662f\u8d44\u91d1\u6709\u9650\u7684\u521d\u521b\u56e2\u961f\uff0c\u90fd\u80fd\u501f\u52a9DeepSeek\u5b9e\u73b0\u6280\u672f\u7a81\u7834\uff0c\u7f29\u5c0f\u201c\u667a\u80fd\u9e3f\u6c9f\u201d\u3002<\/p>\n\n\n\n
\u4e8c\u3001\ud83d\udcc8 \u7528\u6237\u7206\u53d1\u5f0f\u589e\u957f\u4e0e\u5e94\u7528\u666e\u53ca<\/p>\n\n\n\n
2.1 \u7528\u6237\u589e\u957f\uff1a\u73b0\u8c61\u7ea7\u6269\u5f20
2.1.1 \u7528\u6237\u6570\u636e\u4e0e\u5168\u7403\u5f71\u54cd
\u4e0a\u7ebf21\u5929\uff0c\u65e5\u6d3b\u7528\u6237\u7a81\u78342000\u4e07\u3002<\/p>\n\n\n\n
\u5355\u65e5\u4e0b\u8f7d\u91cf\u8d85540\u4e07\u3002<\/p>\n\n\n\n
2025\u5e742\u67085\u65e5\uff0c\u5168\u7403\u4e0b\u8f7d\u91cf\u8fbe4000\u4e07\uff0c\u9996\u6b21\u8d85\u8d8aChatGPT\uff0c\u767b\u9876\u5168\u7403\u5e94\u7528\u5546\u5e97\u699c\u9996\u3002<\/p>\n\n\n\n
\u751f\u6210\u5f0fAI\u6d88\u8d39\u7ea7\u5e94\u7528\u6392\u884c\u699c\u4e2d\uff0cDeepSeek\u7f51\u9875\u7248\u4f4d\u5217\u7b2c\u4e8c\uff0c\u4ec5\u6b21\u4e8eChatGPT\u3002<\/p>\n\n\n\n
2.1.2 \u7528\u6237\u4f53\u9a8c\u521b\u65b0
DeepSeek\u901a\u8fc7\u201c\u8fc7\u7a0b\u53ef\u89c6\u5316\u201d\u4ea4\u4e92\u8bbe\u8ba1\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u548c\u4fe1\u4efb\u5ea6\u3002\u7528\u6237\u53ef\u76f4\u89c2\u89c2\u5bdfAI\u7684\u601d\u8003\u8def\u5f84\uff0c\u589e\u5f3a\u4e86\u5bf9AI\u51b3\u7b56\u7684\u7406\u89e3\u548c\u4fe1\u4efb\u3002<\/p>\n\n\n\n
2.2 \u884c\u4e1a\u5e94\u7528\uff1a\u591a\u9886\u57df\u89c4\u6a21\u5316\u843d\u5730
2.2.1 \u91cd\u70b9\u884c\u4e1a\u5e94\u7528
DeepSeek\u5df2\u5728\u91d1\u878d\u3001\u533b\u7597\u3001\u6559\u80b2\u3001\u667a\u80fd\u5236\u9020\u7b4912\u4e2a\u91cd\u70b9\u884c\u4e1a\u5b9e\u73b0\u89c4\u6a21\u5316\u5e94\u7528\u3002\u5178\u578b\u6848\u4f8b\u5305\u62ec\uff1a<\/p>\n\n\n\n
\u533b\u7597\uff1a\u4e0e\u56fd\u5185\u533b\u7597\u673a\u6784\u5408\u4f5c\u8fdb\u884c\u667a\u80fd\u5f71\u50cf\u5206\u6790\uff0c\u63d0\u5347\u533b\u7597\u670d\u52a1\u8d28\u91cf\u3002<\/p>\n\n\n\n
\u6559\u80b2\uff1a\u5728\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u63d0\u4f9b\u4e2a\u6027\u5316\u5b66\u4e60\u65b9\u6848\uff0c\u52a9\u529b\u6559\u80b2\u8d44\u6e90\u5747\u8861\u5316\u3002<\/p>\n\n\n\n
\u91d1\u878d\uff1a\u4e3a\u94f6\u884c\u3001\u8bc1\u5238\u7b49\u673a\u6784\u63d0\u4f9b\u667a\u80fd\u98ce\u63a7\u3001\u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210\u7b49\u670d\u52a1\u3002<\/p>\n\n\n\n
\u667a\u80fd\u5236\u9020\uff1a\u52a9\u529b\u5236\u9020\u4f01\u4e1a\u5b9e\u73b0\u667a\u80fd\u8d28\u68c0\u3001\u751f\u4ea7\u6d41\u7a0b\u4f18\u5316\u3002<\/p>\n\n\n\n
2.2.2 \u5178\u578b\u6848\u4f8b\u5206\u6790
\u884c\u4e1a<\/p>\n\n\n\n
\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n
\u5178\u578b\u6848\u4f8b<\/p>\n\n\n\n
\u6548\u679c\u4e0e\u4ef7\u503c<\/p>\n\n\n\n
\u533b\u7597<\/p>\n\n\n\n
\u667a\u80fd\u5f71\u50cf\u5206\u6790<\/p>\n\n\n\n
\u4e0e\u4e09\u7532\u533b\u9662\u5408\u4f5c\uff0c\u8f85\u52a9\u8bca\u65ad<\/p>\n\n\n\n
\u63d0\u5347\u8bca\u65ad\u51c6\u786e\u7387\uff0c\u51cf\u8f7b\u533b\u751f\u8d1f\u62c5<\/p>\n\n\n\n
\u6559\u80b2<\/p>\n\n\n\n
\u4e2a\u6027\u5316\u5b66\u4e60\u65b9\u6848<\/p>\n\n\n\n
\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u667a\u80fd\u8f85\u5bfc<\/p>\n\n\n\n
\u63d0\u9ad8\u5b66\u4e60\u6548\u7387\uff0c\u4fc3\u8fdb\u6559\u80b2\u516c\u5e73<\/p>\n\n\n\n
\u91d1\u878d<\/p>\n\n\n\n
\u667a\u80fd\u98ce\u63a7\u3001\u62a5\u544a\u751f\u6210<\/p>\n\n\n\n
\u94f6\u884c\u81ea\u52a8\u5316\u98ce\u63a7\u7cfb\u7edf<\/p>\n\n\n\n
\u964d\u4f4e\u98ce\u9669\uff0c\u63d0\u5347\u8fd0\u8425\u6548\u7387<\/p>\n\n\n\n
\u5236\u9020<\/p>\n\n\n\n
\u667a\u80fd\u8d28\u68c0\u3001\u6d41\u7a0b\u4f18\u5316<\/p>\n\n\n\n
\u667a\u80fd\u5236\u9020\u4f01\u4e1a\u751f\u4ea7\u7ebf\u81ea\u52a8\u68c0\u6d4b<\/p>\n\n\n\n
\u964d\u4f4e\u6210\u672c\uff0c\u63d0\u9ad8\u4ea7\u54c1\u5408\u683c\u7387<\/p>\n\n\n\n
2.3 \u7528\u6237\u7ed3\u6784\u4e0e\u5168\u7403\u5316\u5e03\u5c40
DeepSeek\u7684\u7528\u6237\u4e0d\u4ec5\u8986\u76d6\u4e2d\u56fd\u672c\u571f\uff0c\u8fd8\u5728\u6b27\u7f8e\u3001\u4e1c\u5357\u4e9a\u3001\u975e\u6d32\u7b49\u5730\u5b9e\u73b0\u5feb\u901f\u6269\u5f20\u3002\u5176\u591a\u8bed\u8a00\u652f\u6301\u548c\u672c\u5730\u5316\u670d\u52a1\uff0c\u52a9\u529b\u5168\u7403\u7528\u6237\u4fbf\u6377\u63a5\u5165AI\u80fd\u529b\uff0c\u63a8\u52a8\u4e86AI\u5e94\u7528\u7684\u5168\u7403\u5316\u666e\u53ca\u3002<\/p>\n\n\n\n
\u4e09\u3001\ud83c\udf10 \u7e41\u8363\u5f00\u53d1\u8005\u751f\u6001\u4e0e\u56fd\u9645\u5408\u4f5c<\/p>\n\n\n\n
3.1 \u5f00\u6e90\u793e\u533a\uff1a\u5168\u7403\u5f00\u53d1\u8005\u7684\u521b\u65b0\u5e73\u53f0
3.1.1 \u793e\u533a\u6d3b\u8dc3\u5ea6\u4e0e\u6280\u672f\u8fed\u4ee3
GitHub\u4ed3\u5e93\u4e0a\u7ebf3\u5929\u5373\u83b72.4\u4e07\u661f\u6807\u3002<\/p>\n\n\n\n
58%\u8d21\u732e\u8005\u6765\u81ea\u6b27\u7f8e\u56fd\u5bb6\uff0c\u5f62\u6210\u6280\u672f\u8fed\u4ee3\u7684\u98de\u8f6e\u6548\u5e94\u3002<\/p>\n\n\n\n
\u5168\u7403\u5f00\u53d1\u8005\u3001\u5c24\u5176\u662f\u6b27\u7f8e\u6280\u672f\u56e2\u961f\uff0c\u7eb7\u7eb7\u52a0\u5165DeepSeek\u5f00\u6e90\u793e\u533a\uff0c\u63a8\u52a8AI\u6280\u672f\u591a\u5143\u5316\u53d1\u5c55\u3002<\/p>\n\n\n\n
3.1.2 \u5f00\u6e90\u751f\u6001\u7684\u9a71\u52a8\u529b
DeepSeek\u7684\u5f00\u6e90\u7b56\u7565\u6781\u5927\u6fc0\u53d1\u4e86\u5168\u7403\u5f00\u53d1\u8005\u7684\u53c2\u4e0e\u70ed\u60c5\u3002\u5f00\u53d1\u8005\u53ef\u57fa\u4e8eDeepSeek\u6a21\u578b\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u3001\u63d2\u4ef6\u6269\u5c55\u3001\u884c\u4e1a\u5b9a\u5236\uff0c\u5f62\u6210\u4e86\u4e30\u5bcc\u7684\u5e94\u7528\u751f\u6001\u3002<\/p>\n\n\n\n
3.2 \u4f01\u4e1a\u7ea7\u5e94\u7528\u4e0e\u751f\u6001\u96c6\u6210
3.2.1 \u4e2d\u56fd\u79d1\u6280\u5de8\u5934\u7684\u6df1\u5ea6\u96c6\u6210
\u817e\u8baf\u3001\u767e\u5ea6\u7b49\u4e2d\u56fd\u79d1\u6280\u5de8\u5934\u5df2\u5c06DeepSeek\u6280\u672f\u878d\u5165\u81ea\u8eab\u4ea7\u54c1\u751f\u6001\u3002<\/p>\n\n\n\n
\u767e\u5ea6\u6587\u5fc3\u4e00\u8a00\u5927\u6a21\u578b\u57fa\u4e8e\u5176\u5f00\u6e90\u6846\u67b6\u5168\u9762\u5f00\u653e\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u4f01\u4e1a\u5f00\u53d1\u95e8\u69db\u3002<\/p>\n\n\n\n
3.2.2 \u56fd\u9645\u79d1\u6280\u4f01\u4e1a\u7684\u5408\u4f5c\u63a5\u5165
\u4e9a\u9a6c\u900a\u3001\u5fae\u8f6f\u7b49\u6d77\u5916\u79d1\u6280\u5de8\u5934\u5ba3\u5e03\u63a5\u5165DeepSeek\u6a21\u578b\uff0c\u63a8\u52a8\u5168\u7403AI\u6280\u672f\u5171\u4eab\u4e0e\u5408\u4f5c\u3002<\/p>\n\n\n\n
\u56fd\u9645\u5408\u4f5c\u52a0\u901f\u4e86AI\u6280\u672f\u7684\u5168\u7403\u6269\u6563\u548c\u5e94\u7528\u521b\u65b0\u3002<\/p>\n\n\n\n
3.3 \u5f00\u6e90\u793e\u533a\u7684\u521b\u65b0\u673a\u5236
3.3.1 \u6280\u672f\u521b\u65b0\u7684\u98de\u8f6e\u6548\u5e94
\u5f00\u6e90\u793e\u533a\u63a8\u52a8\u6a21\u578b\u6301\u7eed\u4f18\u5316\u548c\u529f\u80fd\u8fed\u4ee3\u3002<\/p>\n\n\n\n
\u5168\u7403\u5f00\u53d1\u8005\u5171\u540c\u53c2\u4e0e\uff0c\u5f62\u6210\u591a\u5143\u521b\u65b0\u5408\u529b\u3002<\/p>\n\n\n\n
3.3.2 \u5f00\u6e90\u751f\u6001\u7684\u53ef\u6301\u7eed\u53d1\u5c55
\u793e\u533a\u9a71\u52a8\u7684\u521b\u65b0\u673a\u5236\uff0c\u4fdd\u969c\u4e86\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\u548c\u751f\u6001\u7684\u7e41\u8363\u3002<\/p>\n\n\n\n
\u5f00\u6e90\u6a21\u5f0f\u964d\u4f4e\u4e86\u521b\u65b0\u95e8\u69db\uff0c\u6fc0\u53d1\u4e86\u66f4\u591a\u521b\u4e1a\u56e2\u961f\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u7684\u521b\u65b0\u6d3b\u529b\u3002<\/p>\n\n\n\n
\u56db\u3001\ud83c\udfed \u91cd\u5851\u4ea7\u4e1a\u94fe\u4e0e\u63a8\u52a8\u56fd\u4ea7\u6280\u672f\u81ea\u4e3b
4.1 \u9ad8\u6548\u67b6\u6784\u4e0e\u56fd\u4ea7\u82af\u7247\u5d1b\u8d77
4.1.1 MoE\u67b6\u6784\u4e0e\u7b97\u6cd5\u4f18\u5316
DeepSeek\u91c7\u7528\u9ad8\u6548\u7684MoE\uff08Mixture of Experts\uff09\u67b6\u6784\u548c\u7b97\u6cd5\u4f18\u5316\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u5bf9\u9ad8\u6027\u80fdGPU\u7684\u9700\u6c42\uff0c\u4e3a\u56fd\u4ea7AI\u82af\u7247\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u65b0\u673a\u9047\u3002<\/p>\n\n\n\n
4.1.2 \u56fd\u4ea7\u82af\u7247\u5e02\u573a\u4efd\u989d\u6fc0\u589e
2025\u5e74Q1\u4e2d\u56fdAI\u4f01\u4e1a\u91c7\u8d2d\u56fd\u4ea7GPU\u5360\u6bd4\u8fbe37%\uff0c\u540c\u6bd4\u6fc0\u589e210%\u3002<\/p>\n\n\n\n
\u524a\u5f31\u4e86\u56fd\u9645\u82af\u7247\u4f01\u4e1a\u7684\u5e02\u573a\u5730\u4f4d\uff0c\u63a8\u52a8\u4e86\u56fd\u4ea7\u82af\u7247\u4ea7\u4e1a\u94fe\u7684\u81ea\u4e3b\u53ef\u63a7\u3002<\/p>\n\n\n\n
4.2 \u6280\u672f\u5f00\u653e\u4e0e\u751f\u6001\u534f\u540c
4.2.1 \u6a21\u578b\u84b8\u998f\u6280\u672f\u5f00\u653e
DeepSeek\u5c06\u6a21\u578b\u84b8\u998f\u6280\u672f\u5f00\u653e\u7ed9\u56fd\u4ea7\u82af\u7247\u4f01\u4e1a\uff0c\u9a8c\u8bc1\u4e86\u56fd\u4ea7GPU\u96c6\u7fa4\u7684\u5206\u5e03\u5f0f\u90e8\u7f72\u80fd\u529b\uff0c\u6253\u7834\u4e86\u82f1\u4f1f\u8fbeCUDA\u751f\u6001\u7684\u5784\u65ad\u3002<\/p>\n\n\n\n
4.2.2 \u4ea7\u4e1a\u94fe\u534f\u540c\u521b\u65b0
\u82af\u7247\u3001\u7b97\u6cd5\u3001\u5e94\u7528\u7b49\u73af\u8282\u534f\u540c\u521b\u65b0\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u56fd\u4ea7AI\u4ea7\u4e1a\u94fe\u3002<\/p>\n\n\n\n
\u4fc3\u8fdb\u4e86\u4e0a\u4e0b\u6e38\u4f01\u4e1a\u7684\u6280\u672f\u5347\u7ea7\u548c\u4ea7\u4e1a\u534f\u540c\u3002<\/p>\n\n\n\n
4.3 \u8d85\u7b97\u5e73\u53f0\u63a5\u5165\u4e0e\u7b97\u529b\u666e\u60e0
4.3.1 \u56fd\u5bb6\u8d85\u7b97\u4e92\u8054\u7f51\u5e73\u53f0\u63a5\u5165
DeepSeek\u5df2\u63a5\u5165\u56fd\u5bb6\u8d85\u7b97\u4e92\u8054\u7f51\u5e73\u53f0\uff0c\u7528\u6237\u65e0\u9700\u672c\u5730\u4e0b\u8f7d\u5373\u53ef\u5728\u7ebf\u90e8\u7f72\u3001\u63a8\u7406\u3001\u5b9a\u5236\u5316\u8bad\u7ec3\u4e0e\u5f00\u53d1\uff0c\u6781\u5927\u964d\u4f4e\u4e86AI\u6280\u672f\u7684\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n\n\n\n
4.3.2 \u6301\u7eed\u7b97\u529b\u4fdd\u969c
\u56fd\u5bb6\u7ea7\u7b97\u529b\u670d\u52a1\u5e73\u53f0\u7684\u652f\u6301\uff0c\u4e3a\u56fd\u4ea7AI\u5e94\u7528\u4e0e\u521b\u65b0\u63d0\u4f9b\u4e86\u6301\u7eed\u7b97\u529b\u4fdd\u969c\uff0c\u52a0\u901f\u4e86AI\u6280\u672f\u7684\u666e\u53ca\u548c\u4ea7\u4e1a\u5316\u8fdb\u7a0b\u3002<\/p>\n\n\n\n
\u4e94\u3001\ud83d\udca1 \u7ecf\u6d4e\u4e0e\u793e\u4f1a\u5f71\u54cd<\/p>\n\n\n\n
5.1 \u7ecf\u6d4e\u589e\u957f\u4e0e\u4ea7\u4e1a\u5347\u7ea7
5.1.1 GDP\u589e\u76ca\u4e0e\u5e02\u573a\u89c4\u6a21
\u9ad8\u76db\u96c6\u56e2\u3001\u6469\u6839\u58eb\u4e39\u5229\u7b49\u56fd\u9645\u6295\u884c\u9884\u6d4b\uff0cDeepSeek\u5c06\u957f\u671f\u52a9\u63a8\u4e2d\u56fdGDP\u589e\u957f20-30\u4e2a\u57fa\u70b9\u3002<\/p>\n\n\n\n
\u4e2d\u56fdAI\u6838\u5fc3\u4ea7\u4e1a2024\u5e74Q3\u7a81\u78346000\u4ebf\u5143\uff0c\u5360\u5168\u7403\u5e02\u573a10%\u3002<\/p>\n\n\n\n
2024\u5e74\u4e2d\u56fdAI\u884c\u4e1a\u5e02\u573a\u89c4\u6a21\u8fbe7470\u4ebf\u5143\uff0c\u540c\u6bd4\u589e\u957f41.0%\u3002<\/p>\n\n\n\n
5.1.2 \u4ea7\u4e1a\u7ed3\u6784\u5347\u7ea7
AI\u6280\u672f\u63a8\u52a8\u4f20\u7edf\u4ea7\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\uff0c\u63d0\u5347\u751f\u4ea7\u6548\u7387\u548c\u521b\u65b0\u80fd\u529b\u3002<\/p>\n\n\n\n
\u65b0\u5174\u4ea7\u4e1a\u5982\u667a\u80fd\u5236\u9020\u3001\u667a\u6167\u533b\u7597\u3001\u667a\u80fd\u91d1\u878d\u7b49\u5feb\u901f\u5d1b\u8d77\uff0c\u5e26\u52a8\u7ecf\u6d4e\u7ed3\u6784\u4f18\u5316\u5347\u7ea7\u3002<\/p>\n\n\n\n
5.2 \u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u666e\u53ca\u5316
5.2.1 AI\u4ece\u201c\u5962\u4f88\u54c1\u201d\u5230\u201c\u65e5\u7528\u54c1\u201d
DeepSeek\u8ba9AI\u4ece\u201c\u5962\u4f88\u54c1\u201d\u53d8\u4e3a\u201c\u65e5\u7528\u54c1\u201d\uff0c\u4e2d\u5c0f\u4f01\u4e1a\u4e5f\u80fd\u4ee5\u4f4e\u6210\u672c\u90e8\u7f72AI\u7cfb\u7edf\uff0c\u63d0\u5347\u8fd0\u8425\u6548\u7387\u548c\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n
5.2.2 \u5178\u578b\u4f01\u4e1a\u5e94\u7528\u6848\u4f8b
\u4f01\u4e1a<\/p>\n\n\n\n
\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n
\u6548\u679c\u4e0e\u4ef7\u503c<\/p>\n\n\n\n
\u4e91\u5f99\u79d1\u6280<\/p>\n\n\n\n
\u95e8\u5e97\u7ecf\u8425\u5206\u6790\u52a9\u624b<\/p>\n\n\n\n
\u63d0\u5347\u96f6\u552e\u4f01\u4e1a\u8fd0\u8425\u6548\u7387\uff0c\u667a\u80fd\u9884\u8b66<\/p>\n\n\n\n
\u91d1\u878d\u673a\u6784<\/p>\n\n\n\n
\u667a\u80fd\u98ce\u63a7\u3001\u81ea\u52a8\u62a5\u544a\u751f\u6210<\/p>\n\n\n\n
\u964d\u4f4e\u98ce\u9669\uff0c\u63d0\u5347\u51b3\u7b56\u6548\u7387<\/p>\n\n\n\n
\u5236\u9020\u4f01\u4e1a<\/p>\n\n\n\n
\u667a\u80fd\u8d28\u68c0\u3001\u6d41\u7a0b\u4f18\u5316<\/p>\n\n\n\n
\u964d\u4f4e\u6210\u672c\uff0c\u63d0\u9ad8\u4ea7\u54c1\u5408\u683c\u7387<\/p>\n\n\n\n
5.3 \u793e\u4f1a\u53d8\u9769\u4e0e\u6570\u5b57\u6587\u660e
5.3.1 \u6559\u80b2\u516c\u5e73\u4e0e\u533b\u7597\u666e\u60e0
AI\u6280\u672f\u52a9\u529b\u6559\u80b2\u8d44\u6e90\u5747\u8861\u5316\uff0c\u63d0\u5347\u504f\u8fdc\u5730\u533a\u6559\u80b2\u8d28\u91cf\u3002<\/p>\n\n\n\n
\u667a\u80fd\u533b\u7597\u5e94\u7528\u63d0\u5347\u533b\u7597\u670d\u52a1\u6c34\u5e73\uff0c\u4fc3\u8fdb\u533b\u7597\u8d44\u6e90\u4e0b\u6c89\u3002<\/p>\n\n\n\n
5.3.2 \u6570\u5b57\u6587\u660e\u4e0e\u793e\u4f1a\u521b\u65b0
AI\u666e\u53ca\u63a8\u52a8\u793e\u4f1a\u6cbb\u7406\u667a\u80fd\u5316\uff0c\u63d0\u5347\u516c\u5171\u670d\u52a1\u6548\u7387\u3002<\/p>\n\n\n\n
\u6570\u5b57\u6587\u660e\u5efa\u8bbe\u52a0\u901f\uff0c\u63a8\u52a8\u793e\u4f1a\u521b\u65b0\u4e0e\u53ef\u6301\u7eed\u53d1\u5c55\u3002<\/p>\n\n\n\n
\u516d\u3001\ud83c\udf0d \u56fd\u9645\u5f71\u54cd\u4e0e\u5168\u7403\u6cbb\u7406
6.1 \u56fd\u9645\u5173\u6ce8\u4e0e\u5730\u7f18\u653f\u6cbb\u535a\u5f08
6.1.1 \u56fd\u9645\u793e\u4f1a\u7684\u5e7f\u6cdb\u5173\u6ce8
DeepSeek\u7684\u5d1b\u8d77\u5f15\u53d1\u4e86\u56fd\u9645\u793e\u4f1a\u7684\u5e7f\u6cdb\u5173\u6ce8\u548c\u5730\u7f18\u653f\u6cbb\u535a\u5f08\u3002\u7f8e\u56fd\u3001\u610f\u5927\u5229\u7b49\u90e8\u5206\u5730\u533a\u8bd5\u56fe\u5bf9DeepSeek\u8fdb\u884c\u9650\u5236\uff0c\u4f46\u5176\u5f00\u6e90\u548c\u4f4e\u6210\u672c\u7279\u6027\u8ba9\u6280\u672f\u5c01\u9501\u96be\u4ee5\u594f\u6548\uff0c\u53cd\u800c\u6fc0\u53d1\u4e86\u7528\u6237\u548c\u5f00\u53d1\u8005\u7684\u9006\u5411\u70ed\u60c5\u3002<\/p>\n\n\n\n
6.1.2 \u56fd\u9645\u79d1\u6280\u9886\u8896\u7684\u8ba4\u53ef
\u8c37\u6b4cCEO\u76ae\u67e5\u4f0a\u3001AMD CEO\u82cf\u59ff\u4e30\u7b49\u56fd\u9645\u79d1\u6280\u9886\u8896\u5747\u5bf9DeepSeek\u56e2\u961f\u548c\u7b97\u6cd5\u521b\u65b0\u8868\u793a\u8ba4\u53ef\uff0c\u8ba4\u4e3a\u5176\u63a8\u52a8\u4e86\u5168\u7403AI\u6280\u672f\u7684\u5f00\u653e\u4e0e\u8fdb\u6b65\u3002<\/p>\n\n\n\n
6.2 \u5168\u7403\u6cbb\u7406\u4e0e\u6280\u672f\u516c\u5e73
6.2.1 \u5f00\u6e90\u6a21\u5f0f\u63a8\u52a8\u6280\u672f\u516c\u5e73
DeepSeek\u7684\u5f00\u6e90\u6a21\u5f0f\u4e3a\u5168\u7403\u5357\u65b9\u56fd\u5bb6\u63d0\u4f9b\u4e86\u4f4e\u6210\u672c\u6280\u672f\u8def\u5f84\uff0c\u63a8\u52a8AI\u516c\u5e73\u53d1\u5c55\uff0c\u7f29\u5c0f\u5168\u7403\u201c\u667a\u80fd\u9e3f\u6c9f\u201d\u3002<\/p>\n\n\n\n
6.2.2 \u4e2d\u56fd\u5728\u5168\u7403\u6cbb\u7406\u4e2d\u7684\u5f15\u9886\u4f5c\u7528
\u4e2d\u56fd\u5728\u5168\u7403AI\u6cbb\u7406\u3001\u6570\u636e\u5b89\u5168\u4e0e\u5408\u89c4\u6027\u7b49\u9886\u57df\u6709\u671b\u53d1\u6325\u66f4\u5927\u5f15\u9886\u4f5c\u7528\uff0c\u63a8\u52a8\u5168\u7403AI\u6280\u672f\u7684\u5171\u540c\u7e41\u8363\u4e0e\u53d1\u5c55\u3002<\/p>\n\n\n\n
\u4e03\u3001\ud83d\udc69\u200d\ud83d\udcbb \u4eba\u624d\u4e0e\u521b\u65b0\u673a\u5236<\/p>\n\n\n\n
7.1 \u672c\u571f\u5316\u4e0e\u5e74\u8f7b\u5316\u56e2\u961f
7.1.1 \u56e2\u961f\u7ed3\u6784\u4e0e\u521b\u65b0\u6d3b\u529b
DeepSeek\u7684\u7814\u53d1\u56e2\u961f\u4ee5\u672c\u571f\u5316\u3001\u5e74\u8f7b\u5316\u4e3a\u7279\u8272\uff0c\u5e73\u5747\u5e74\u9f84\u4ec528\u5c81\uff0c\u6253\u7834\u4e86\u7845\u8c37\u7cbe\u82f1\u4e3b\u4e49\u795e\u8bdd\u3002\u5176\u6210\u529f\u7ecf\u9a8c\u4e3a\u4e2d\u56fd\u79d1\u6280\u4eba\u624d\u57f9\u517b\u6811\u7acb\u4e86\u699c\u6837\uff0c\u63a8\u52a8\u4e86\u6559\u80b2\u4f53\u7cfb\u548c\u521b\u65b0\u673a\u5236\u7684\u6301\u7eed\u5b8c\u5584\u3002<\/p>\n\n\n\n
7.2 \u4eba\u624d\u57f9\u517b\u4e0e\u521b\u65b0\u751f\u6001
7.2.1 \u6559\u80b2\u4f53\u7cfb\u521b\u65b0
\u9ad8\u6821\u4e0e\u4f01\u4e1a\u6df1\u5ea6\u5408\u4f5c\uff0c\u63a8\u52a8AI\u4eba\u624d\u57f9\u517b\u4e0e\u4ea7\u5b66\u7814\u7ed3\u5408\u3002<\/p>\n\n\n\n
\u9f13\u52b1\u9752\u5e74\u521b\u65b0\u521b\u4e1a\uff0c\u6fc0\u53d1\u79d1\u6280\u521b\u65b0\u6d3b\u529b\u3002<\/p>\n\n\n\n
7.2.2 \u521b\u65b0\u673a\u5236\u5b8c\u5584
\u5f00\u653e\u5305\u5bb9\u7684\u521b\u65b0\u73af\u5883\uff0c\u5438\u5f15\u5168\u7403\u9876\u5c16\u4eba\u624d\u6c47\u805a\u3002<\/p>\n\n\n\n
\u591a\u5143\u5316\u7684\u521b\u65b0\u673a\u5236\uff0c\u4fdd\u969c\u6280\u672f\u6301\u7eed\u8fdb\u6b65\u548c\u751f\u6001\u7e41\u8363\u3002<\/p>\n\n\n\n
\u516b\u3001\ud83d\udd2e \u672a\u6765\u5c55\u671b\u4e0e\u5168\u7403\u521b\u65b0\u683c\u5c40
8.1 \u6280\u672f\u6c11\u4e3b\u5316\u4e0e\u4ea7\u4e1a\u94fe\u5347\u7ea7
DeepSeek\u63a8\u52a8\u4e86AI\u6280\u672f\u6c11\u4e3b\u5316\u3001\u4ea7\u4e1a\u94fe\u5347\u7ea7\u548c\u5168\u7403\u521b\u65b0\u683c\u5c40\u91cd\u5851\u3002\u6280\u672f\u95e8\u69db\u548c\u6210\u672c\u7684\u6301\u7eed\u964d\u4f4e\uff0c\u5c06\u8ba9\u66f4\u591a\u4e2d\u5c0f\u4f01\u4e1a\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u83b7\u5f97\u5e73\u7b49\u521b\u65b0\u673a\u4f1a\u3002<\/p>\n\n\n\n
8.2 \u5168\u7403\u6cbb\u7406\u4e0e\u5408\u4f5c\u65b0\u8303\u5f0f
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8.3 \u7ecf\u6d4e\u4e0e\u793e\u4f1a\u7684\u6301\u7eed\u53d8\u9769
AI\u6280\u672f\u7684\u666e\u53ca\u5c06\u6301\u7eed\u5e26\u52a8\u7ecf\u6d4e\u589e\u957f\u3001\u4ea7\u4e1a\u5347\u7ea7\u548c\u793e\u4f1a\u521b\u65b0\uff0c\u63a8\u52a8\u6570\u5b57\u6587\u660e\u5efa\u8bbe\u548c\u4eba\u7c7b\u793e\u4f1a\u7684\u53ef\u6301\u7eed\u53d1\u5c55\u3002<\/p>\n\n\n\n
\u603b\u7ed3
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\ud83d\udce2\ud83d\udcbb \u3010\u7701\u5fc3\u9510\u8bc4\u3011
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