{"id":53838,"date":"2025-02-18T09:25:35","date_gmt":"2025-02-18T01:25:35","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53838\/"},"modified":"2025-02-18T09:25:35","modified_gmt":"2025-02-18T01:25:35","slug":"deepseek%e7%9a%84%e4%b8%ad%e5%9b%bd%e5%bc%8f%e5%88%9b%e6%96%b0%ef%bc%9a%e6%96%b0%e7%9a%84ai%e7%bb%8f%e6%b5%8e%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53838\/","title":{"rendered":"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66"},"content":{"rendered":"

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\n\u4ee5DeepSeek\u4e3a\u4ee3\u8868\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff0c\u6539\u53d8\u4e86AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\uff0c\u5c06\u4f1a\u6df1\u523b\u5f71\u54cd\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u3002<\/span><\/strong>
\n
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\n\u7b2c\u4e00\u90e8\u5206\uff5c\u4e00\u4e2a\u65b0\u7684\u5168\u7403\u65e5\u6d3b\u6700\u9ad8\u7684\u5927\u6a21\u578b\u5373\u5c06\u8bde\u751f<\/span>
\n\u7b2c\u4e8c\u90e8\u5206\uff5cDeepSeek\u505a\u5230\u4e86\u4ec0\u4e48\uff1f<\/span>
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\n
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\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe\"<\/p>\n

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\u4e00\u4e2a\u65b0\u7684\u5168\u7403\u65e5\u6d3b\u6700\u9ad8\u7684\u5927\u6a21\u578b\u5373\u5c06\u8bde\u751f<\/strong><\/span><\/p>\n

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01\uff5cAI \u9769\u547d\u65f6\u4ee3\u4e0b\u7684\u201cDeepSeek\u73b0\u8c61\u201d<\/strong><\/span><\/p>\n

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2025\u5e741\u670824\u65e5\uff0c\u6765\u81ea\u4e2d\u56fd\u7684\u804a\u5929\u673a\u5668\u4ebaDeepSeek-R1\u4e0a\u7ebf\uff0c\u4e24\u4e2a\u591a\u661f\u671f\u540e\uff0c\u5df2\u903c\u8fd1\u4e0a\u4e00\u8f6e\u9886\u8dd1\u8005ChatGPT\u3002<\/span><\/p>\n<\/p>\n

\u5176\u7528\u6237\u6570\u548c\u65e5\u6d3b\u7684\u66b4\u6da8\u90fd\u9a8c\u8bc1\u4e86\u8fd9\u4e2a\u5947\u8ff9\u3002\u5728\u6ca1\u6709\u4efb\u4f55\u5e7f\u544a\u6295\u653e\u7684\u60c5\u51b5\u4e0b\uff0cDeepSeek\u5230 1 \u6708\u5e95\u5df2\u7ecf\u7d2f\u8ba1\u83b7\u5f97 1.25 \u4ebf\u7528\u6237\uff0c\u5176\u4e2d 80% \u4ee5\u4e0a\u6765\u81ea\u6700\u540e\u4e00\u5468\uff0c\u5373 7 \u5929\u5b8c\u6210\u4e86 1 \u4ebf\u7528\u6237\u7684\u589e\u957f\uff0c\u6210\u4e3a\u4eba\u7c7b\u5386\u53f2\u4e0a\u7528\u6237\u79ef\u7d2f\u6700\u5feb\u7684App\uff1b\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4e0a\u4e00\u4e2a\u521b\u7eaa\u5f55\u7684\u5212\u65f6\u4ee3\u4ea7\u54c1ChatGPT\uff0c\u7528\u4e862\u4e2a\u6708\u201c\u624d\u201d\u8fbe\u52301\u4ebf\u7528\u6237\uff08\u89c1\u56fe1\uff09\u3002<\/span><\/p>\n<\/p>\n

\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe1\"<\/p>\n

\u622a\u81f3 2025 \u5e74<\/span>1\u670831\u65e5\uff0cDeepSeek\u7684\u65e5\u6d3b\u5df2\u7a81\u7834 2215 \u4e07\uff0c\u4ec5\u4ec5\u7528\u4e86\u4e00\u4e2a\u591a\u661f\u671f\uff0c\u5df2\u8d85\u8fc7\u8c46\u5305\u4e00\u5e74\u7684\u52aa\u529b\uff081695 \u4e07\u65e5\u6d3b\uff09\uff0c\u5e76\u8fbe\u5230ChatGPT\u65e5\u6d3b\u768440%\uff085323 \u4e07\uff0c\u89c1\u56fe2\uff09\uff1b\u52302\u67085\u65e5\uff0cDeepSeek\u65e5\u6d3b\u7a81\u78344083\u4e07\uff0c\u662f\u8c46\u5305\u65e5\u6d3b\u76842.75\u500d\uff0cChatGPT\u65e5\u6d3b\u7ea675%\u3002\u53ef\u4ee5\u9884\u89c1\uff0cDeepSeek\u4f1a\u5f88\u5feb\u8d85\u8fc7ChatGPT\uff0c\u6210\u4e3a\u4e16\u754c\u4e0a\u65e5\u6d3b\u6700\u9ad8\u7684\u5927\u6a21\u578b\u3002<\/span><\/p>\n<\/p>\n

\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe2\"<\/p>\n

\u6240\u4ee5\uff0c\u53d1\u5e03\u4e24\u4e2a\u591a\u661f\u671f\u4e4b\u540e\uff0c<\/strong><\/span>DeepSeek\u5df2\u7ecf\u6210\u4e3a\u548cChatGPT\u4e00\u4e2a\u6570\u91cf\u7ea7\u7684\u4ea7\u54c1\uff0c\u5e76\u7ee7ChatGPT\u4e4b\u540e\uff0c\u6210\u4e3a\u672c\u8f6eAI\u9769\u547d\u7684\u7b2c\u4e8c\u4e2a\u73b0\u8c61\u7ea7\u4ea7\u54c1\u3002<\/span><\/strong><\/span><\/p>\n<\/p>\n

2025\u5e741\u670827\u65e5\uff0cDeepSeek\u767b\u9876\u7f8e\u56fdApp\u4e0b\u8f7d\u699c\u9996\u3002<\/span>\u540c\u4e00\u5929\uff0c\u5168\u7403AI\u9f99\u5934\u82f1\u4f1f\u8fbe\u7684\u80a1\u4ef7\u66b4\u8dcc17%\uff0c\u5e02\u503c\u84b8\u53d1\u8fd16000\u4ebf\u7f8e\u5143\uff0c\u521b\u4e0b\u7f8e\u80a1\u5386\u53f2\u4e0a\u6700\u5927\u7684\u5355\u65e5\u5e02\u503c\u635f\u5931\u7eaa\u5f55\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u53f0\u79ef\u7535\u80a1\u4ef7\u4e5f\u66b4\u8dcc13%\uff0c\u5e02\u503c\u84b8\u53d1\u8d85\u8fc71500\u4ebf\u7f8e\u5143\u3002\u4e3a\u4ec0\u4e48\u53d1\u751f\u8fd9\u4e00\u7cfb\u5217\u5e02\u573a\u52a8\u8361\uff1f<\/span><\/span><\/p>\n<\/p>\n

\u8fd9\u4e00\u7cfb\u5217\u5e02\u573a\u53cd\u5e94\u662fDeepSeek\u7684\u5d1b\u8d77\u5bf9\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u7684\u51b2\u51fb\u3002<\/span>\u56e0\u4e3a<\/span><\/strong>AI\u6280\u672f\u5c31\u662f\u901a\u8fc7\u73b0\u8c61\u7ea7\u7684\u7a81\u7834\u6765\u6539\u53d8\u4e16\u754c\u7684\u3002\u65b0\u7684\u73b0\u8c61\u7ea7\u4ea7\u54c1\u5c06\u4f1a\u5982\u4f55\u5f71\u54cd\u5546\u4e1a\u548c\u4e16\u754c\uff0c\u4e5f\u5c31\u81f3\u5173\u91cd\u8981\u3002<\/span><\/strong><\/span><\/p>\n<\/p>\n

\u4f5c\u4e3a\u7b2c\u4e00\u4e2a\u73b0\u8c61\u7ea7\u4ea7\u54c1\uff0cChatGPT\u57282022\u5e7412\u6708\u6a2a\u7a7a\u51fa\u4e16\uff0c\u5e76\u5728\u4e4b\u540e\u7684\u4e24\u5e74\u5e26\u6765\u4e86\u7f8e\u56fd\u4e3b\u5bfc\u7684AI\u9769\u547d\uff0c\u8868\u73b0\u5728\u4ee5\u7f8e\u56fd\u4e03\u5927\u79d1\u6280\u516c\u53f8\u2014\u2014\u53c8\u79f0\u201cAI\u4e03\u59d0\u59b9\u201d\u4e3a\u4ee3\u8868\u7684\u4ece\u82af\u7247\u3001\u5927\u6a21\u578b\u5230\u4ea7\u4e1a\u5e94\u7528\u7684AI\u65b0\u4ea7\u4e1a\u683c\u5c40\u7684\u7e41\u8363\u3002<\/span>\u7f8e\u56fd\u524d\u4e03\u4f4d\u7684\u79d1\u6280\u516c\u53f8\uff0c\u5305\u62ec\u5fae\u8f6f\u3001\u82f1\u4f1f\u8fbe\u3001\u82f9\u679c\u3001\u8c37\u6b4c\u3001\u4e9a\u9a6c\u900a\u3001Meta\uff08\u8138\u8c31\uff09\u548c\u7279\u65af\u62c9\u3002\u5b83\u4eec\u65e2\u5305\u62ec\u4e86\u6700\u5148\u8fdb\u7684\u7b97\u529b\u9886\u5bfc\u8005\uff0c\u6700\u524d\u6cbf\u7684\u5927\u6a21\u578b\uff0c\u4e5f\u5305\u62ec\u4e86\u6570\u5b57\u5316\u6210\u719f\u5ea6\u6700\u9ad8\u3001\u6570\u636e\u6700\u4e30\u5bcc\u7684\u5e94\u7528\u573a\u666f\uff0c\u540c\u65f6\u56e0\u4e3a\u5176\u6d77\u91cf\u7528\u6237\uff0c\u662f\u6700\u91cd\u8981\u7684\u65b0AI\u6280\u672f\u7684\u666e\u53ca\u63a8\u5e7f\u8005\u3002<\/span>\u6211\u4eec\u53ef\u4ee5\u8fd9\u6837\u603b\u7ed3\uff0c\u667a\u80fd\u9769\u547d\u5728\u4e0a\u4e00\u4e2a\u9636\u6bb5\u6700\u4e3b\u8981\u7684\u7279\u5f81\u662f<\/strong><\/span>\u201cChatGPT\u73b0\u8c61\u201d\uff0c\u5373\u7531ChatGPT\u53d1\u8d77\u3001\u7f8e\u56fd\u5168\u9762\u4e3b\u5bfc\u7684\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u3002<\/span><\/strong><\/span><\/p>\n<\/p>\n

\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe3\"<\/p>\n

\u6b63\u662f\u57fa\u4e8e\u7f8e\u56fd\u5728\u73b0\u6709AI\u4ea7\u4e1a\u7684\u5168\u7403\u4e3b\u5bfc\u5730\u4f4d\uff0c\u7f8e\u56fd\u653f\u5e9c\u57282025\u5e741\u6708\u521a\u521a\u63a8\u51fa\u4e86\u300a\u7f8e\u56fd\u4eba\u5de5\u667a\u80fd\u6269\u6563\u6846\u67b6\u300b\uff08US Framework for Artificial Intelligence Diffusion\uff09\uff0c\u65e8\u5728\u901a\u8fc7\u5bf9\u82af\u7247\u5148\u8fdb\u7a0b\u5ea6\u548c\u5927\u6a21\u578b\u80fd\u529b\u7684\u9650\u5236\uff0c\u63a7\u5236AI\u5728\u76df\u53cb\u56fd\u3001\u53ef\u63a7\u56fd\u3001\u9650\u5236\u56fd\u4e09\u5c42\u5206\u7ea7\u7684\u6269\u6563\u3002<\/span><\/p>\n<\/p>\n

\u82f1\u4f1f\u8fbe\u7684\u5927\u8dcc\uff08\u867d\u7136\u4e4b\u540e\u6536\u590d\u4e86\u5927\u90e8\u5206\u635f\u5931\uff09\uff0c\u8868\u8fbe\u4e86\u5e02\u573a\u5bf9\u65b0\u4e0d\u786e\u5b9a\u6027\u7684\u7126\u8651\uff1aDeepSeek\u7684\u51fa\u73b0\uff0c\u662f\u4e0d\u662f\u4e00\u4e2a\u65b0\u7684\u73b0\u8c61\u9636\u6bb5\u7684\u5f00\u542f\uff1f\u8fd9\u4f1a\u5bf9OpenAI\u5f00\u542f\u7684\u539f\u6709\u7684AI\u4ea7\u4e1a\u683c\u5c40\u6709\u591a\u5927\u7684\u51b2\u51fb\uff1f<\/span><\/p>\n<\/p>\n

\u4e16\u754c\u5df2\u7ecf\u5f00\u59cb\u5982\u6b64\u53d9\u4e8b\u3002\u5fb7\u610f\u5fd7\u94f6\u884c\u7684\u5206\u6790\u5e08\u5f7c\u5f97\u00b7\u7c73\u5229\u80af\u79f0\uff1a\u201cDeepSeek\u7684\u51fa\u73b0\u6807\u5fd7\u7740\u4e2d\u56fd\u7684\u2018\u65af\u666e\u7279\u5c3c\u514b\u65f6\u523b\u2019\uff0c\u6210\u529f\u7c89\u788e\u4e86\u897f\u65b9\u904f\u5236\u4e2d\u56fd\u7684\u5e7b\u60f3\u3002\u201d\u6240\u8c13\u65af\u666e\u7279\u5c3c\u514b\u65f6\u523b\uff0c\u662f\u63071957\u5e7410\u67084\u65e5\u82cf\u8054\u62a2\u5148\u7f8e\u56fd\u6210\u529f\u53d1\u5c04\u65af\u666e\u7279\u5c3c\u514b1\u53f7\u4eba\u9020\u536b\u661f\uff0c\u4ee4\u897f\u65b9\u4e16\u754c\u9677\u5165\u4e00\u6bb5\u6050\u60e7\u548c\u7126\u8651\u7684\u65f6\u671f\u3002\u7279\u6717\u666e\u4e5f\u6307\u51fa\uff1a\u201cDeepSeek\u7ed9\u7f8e\u56fd\u76f8\u5173\u4ea7\u4e1a\u6572\u54cd\u4e86\u8b66\u949f\uff0c\u7f8e\u56fd\u9700\u8981\u96c6\u4e2d\u7cbe\u529b\u8d62\u5f97\u7ade\u4e89\u3002\u201d<\/span><\/p>\n<\/p>\n


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02\uff5cDeepSeek\u73b0\u8c61\u4e0e\u5373\u5c06\u53d1\u751f\u7684\u672a\u6765<\/strong><\/span><\/p>\n

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\u90a3\u4e48\uff0c\u521a\u521a\u8bde\u751f\u7684<\/span>DeepSeek\u73b0\u8c61\uff0c\u5230\u5e95\u9884\u793a\u4e86\u4ec0\u4e48\u6837\u7684\u6b63\u5728\u53d1\u751f\u7684\u672a\u6765\uff1f<\/span><\/strong><\/span><\/p>\n<\/p>\n

\u4f3c\u4e4e\u662f\u5728\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c 2025 \u5e742 \u6708 10 \u65e5\u51cc\u6668\uff0cOpenAI \u7684 CEO Sam Altman \u516c\u5f00\u64b0\u6587\uff0c\u9610\u8ff0\u4e86\u4ed6\u773c\u4e2d\u5df2\u7ecf\u88ab\u9a8c\u8bc1\u8fc7\u7684\uff0c\u51b3\u5b9aAI\u8fc7\u53bb\u4e0e\u672a\u6765\u7684\u4e09\u6761 AI\u5b9a\u5f8b\uff1a<\/span><\/p>\n

\u7b2c\u4e00\uff0cAI\u6a21\u578b\u7684\u667a\u80fd\u4e0e\u8d44\u6e90\u6295\u5165\u7684\u5bf9\u6570\u6210\u6b63\u6bd4\u3002<\/span><\/strong>AI\u6a21\u578b\u7684\u667a\u80fd\u5927\u81f4\u7b49\u4e8e\u7528\u4e8e\u8bad\u7ec3\u548c\u8fd0\u884c\u5b83\u7684\u8d44\u6e90\u7684\u5bf9\u6570\u3002\u4f60\u6295\u5165\u591a\u5c11\u91d1\u989d\uff0c\u5c31\u5927\u6982\u53ef\u4ee5\u9884\u6d4b\u53ef\u4ee5\u83b7\u5f97\u591a\u5c11\u6536\u76ca\u3002\u8fd9\u4e2a\u9884\u6d4b\u5728\u591a\u4e2a\u6570\u91cf\u7ea7\u4e0a\u90fd\u662f\u51c6\u786e\u7684\u3002<\/span><\/span><\/span><\/p>\n<\/p>\n

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\u7b2c\u4e8c\uff0cAI\u4f7f\u7528\u6210\u672c\u7684\u5feb\u901f\u4e0b\u964d\u4e0e\u9700\u6c42\u7684\u6307\u6570\u7ea7\u589e\u957f\u3002<\/span><\/strong>\u4f7f\u7528AI\u7684\u6210\u672c\uff0c\u6bcf12\u4e2a\u6708\u4e0b\u964d\u7ea610\u500d\uff0c\u800c\u8f83\u4f4e\u7684\u4ef7\u683c\u4f1a\u5e26\u6765\u66f4\u591a\u4f7f\u7528\u9700\u6c42\u3002\u4ece2023\u5e74\u521d\u7684GPT-4\u52302024\u5e74\u4e2d\u671f\u7684GPT-4o\uff0c\u6bcf\u4e2atoken\u7684\u4ef7\u683c\u5728\u8fd9\u671f\u95f4\u4e0b\u964d\u4e86\u7ea6150\u500d\uff0c\u8fd9\u5c31\u662f\u89c4\u6a21\u5b9a\u5f8b\uff08Scaling Law\uff09\u7684\u660e\u8bc1\u3002\u6469\u5c14\u5b9a\u5f8b\u66fe\u4ee5\u6bcf18\u4e2a\u67082\u500d\u7684\u901f\u5ea6\u6539\u53d8\u4e86\u4e16\u754c\uff1b\u800c\u73b0\u5728AI\u5c55\u793a\u51fa\u7684\u89c4\u5f8b\u5b9a\u5f8b\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u5730\u66f4\u5f3a\u52b2\u3002<\/span><\/span><\/span><\/p>\n<\/p>\n

<\/p>\n

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


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

\u7b2c\u4e09\uff0cAI\u7684\u7ebf\u6027\u589e\u957f\u6240\u5e26\u6765\u7684\u662f\u793e\u4f1a\u7ecf\u6d4e\u4ef7\u503c\u7684\u6307\u6570\u7ea7\u589e\u957f\u3002<\/span><\/strong>\u8fd9\u79cd\u589e\u957f\u8d8b\u52bf\u8868\u660e\uff0c\u672a\u6765\u5bf9 AI \u7684\u6295\u8d44\u4ecd\u5c06\u6301\u7eed\u4fdd\u6301\u9ad8\u901f\u589e\u957f\uff0c\u6211\u4eec\u770b\u4e0d\u5230\u6307\u6570\u7ea7\u589e\u957f\u7684\u6295\u8d44\u5728\u8fd1\u671f\u4f1a\u505c\u6b62\u7684\u7406\u7531\u3002<\/span><\/span><\/p>\n

Altman\u662f\u5728\u8bf4\uff0c\u6709\u4e09\u4e2a\u89c4\u5f8b\u52a0\u5728\u4e00\u8d77\uff0c\u5b9a\u4e49\u4e86AI\u6280\u672f\u5982\u4f55\u6539\u53d8\u7ecf\u6d4e\u548c\u5546\u4e1a\uff1a\u9996\u5148\uff0c\u5728\u6280\u672f\u80fd\u529b\u4e0a\uff0c\u5bf9AI\u6280\u672f\u7684\u6295\u5165\u529b\u5ea6\u51b3\u5b9a\u4e86AI\u80fd\u529b\u3002\u5176\u6b21\uff0c\u5728\u5e94\u7528\u8fed\u4ee3\u901f\u5ea6\u4e0a\uff0cAI\u80fd\u529b\u548c\u9700\u6c42\u5f62\u6210\u826f\u6027\u4e92\u52a8\u7684\u98de\u8f6e\uff0c\u4f53\u73b0\u5728\u5feb\u901f\u4e0b\u964d\u7684\u6210\u672c\u548c\u9700\u6c42\u4f53\u9a8c\uff0c\u53ef\u4ee5\u7528\u201c\u89c4\u6a21\u5b9a\u5f8b\u201d\uff08Scaling Law\uff0c\u8fc7\u53bb\u5927\u534a\u4e2a\u4e16\u7eaa\u7684\u89c4\u6a21\u5b9a\u5f8b\u662f\u6469\u5c14\u5b9a\u5f8b\uff09\u6765\u8861\u91cf\u3002\u6700\u540e\uff0c\u56e0\u4e3aAI\u662f\u901a\u7528\u6280\u672f\uff0c\u6240\u5e26\u6765\u7684\u7ecf\u6d4e\u548c\u5546\u4e1a\u4ef7\u503c\u4f1a\u6307\u6570\u7ea7\u589e\u957f\u3002<\/span>
\n <\/p>\n

\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe4\"<\/p>\n

\u8fd9\u4e00\u903b\u8f91\u94fe\u6761\u662fAltman\u773c\u4e2d\u7684AI\u7ecf\u6d4e\u5b66\uff0c\u4e5f\u5c31\u662fAI\u6280\u672f\u5f71\u54cd\u7ecf\u6d4e\u548c\u5546\u4e1a\u7684\u89c4\u5f8b\u3002<\/span><\/strong>
\n<\/p>\n

<\/span>
\nAltman\u7684\u63cf\u8ff0\u63ed\u793a\u4e86AI\u6280\u672f\u53d1\u5c55\u7684\u5173\u952e\u89c4\u5f8b\uff0c\u4f46Altman\u63cf\u8ff0\u4e2d\u6240\u7f3a\u5931\u7684\u5173\u952e\u73af\u8282\uff08\u4f5c\u4e3a\u5f53\u524d\u9886\u519b\u8005\u6709\u610f\u65e0\u610f\u5ffd\u7565\u7684\uff09\uff0c\u662f\u6280\u672f\u6295\u5165\u9700\u8981\u591a\u5927\u89c4\u6a21\uff0c\u6280\u672f\u4ea7\u54c1\u6709\u591a\u4fbf\u5b9c\uff0c\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86\u4ea7\u4e1a\u53c2\u4e0e\u8005\u7684\u6570\u91cf\uff0c\u8c01\u6765\u4e3b\u5bfc\u8fd9\u4e09\u4e2a\u89c4\u5f8b\uff0c\u4ee5\u53ca\u968f\u4e4b\u5f62\u6210\u7684\u4ea7\u4e1a\u683c\u5c40\u3002\u5177\u4f53\u800c\u8a00\uff0cOpenAI\u6240\u5f15\u9886\u7684\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\u53d1\u5c55\u8def\u5f84\uff0c\u5df2\u7ecf\u5f62\u6210\u4e86\u4ee5\u7f8e\u56fd\u5927\u79d1\u6280\u516c\u53f8\u4e3a\u6838\u5fc3\u7684\u5be1\u5934\u5546\u4e1a\u683c\u5c40\u3002Altman\u6240\u8bf4\u7684\u4e09\u6761\u89c4\u5f8b\uff0c\u662f\u7531\u8fd9\u4e9b\u516c\u53f8\u6765\u627f\u8f7d\u548c\u4e3b\u5bfc\u7684\uff0c\u5177\u5907\u9c9c\u660e\u7684\u5730\u57df\u548c\u5be1\u5934\u7279\u5f81\u3002<\/p>\n

<\/span>
\n\u7136\u800c\uff0cDeepSeek \u7684\u5d1b\u8d77\u6b63\u5728\u6539\u53d8\u8fd9\u4e00\u73b0\u72b6\uff0c\u8fd9\u6b63\u662fDeepSeek\u73b0\u8c61\u7684\u610f\u4e49\u6240\u5728\u3002\u5f88\u591a\u7684\u6295\u5165\u6210\u672c\u5b9e\u9645\u4e0a\u662f\u8def\u5f84\u63a2\u7d22\u6210\u672c\u3002\u4ee5<\/strong>DeepSeek\u548c\u901a\u4e49\u5343\u95ee\u4e3a\u4ee3\u8868\u7684\u4e2d\u56fdAI\u65b0\u52bf\u529b\uff0c\u7ed9\u4e16\u754c\u5e26\u6765\u7684\u662f\u66f4\u52a0\u6e05\u6670\u7684\u6280\u672f\u8def\u7ebf\uff0c\u5927\u5e45\u5ea6\u964d\u4f4e\u7684\u5f00\u53d1\u548c\u5e94\u7528\u6210\u672c\uff0c\u4ee5\u53ca\u66f4\u52a0\u5f00\u6e90\u5171\u4eab\u7684\u6a21\u5f0f\uff0c\u6b63\u5728\u91cd\u5851 AI \u4ea7\u4e1a\u3002\u8fd9\u4e9b\u4f1a\u6839\u672c\u6539\u53d8\u4e0a\u4e00\u4e2a\u9636\u6bb5\u7684AI\u7ecf\u6d4e\u5b66\u7684\u903b\u8f91\uff0c\u4ece\u800c\u6539\u53d8AI\u6269\u6563\u7684\u65b9\u5f0f\u548c\u8282\u594f\uff0c\u4ee5\u5be1\u5934\u4e3a\u6838\u5fc3\u73a9\u5bb6\u7684\u89c4\u5f8b\u5b9a\u5f8b\u6b63\u5728\u53d8\u4e3a\u666e\u60e0\u578b\u7684\u89c4\u5f8b\u5b9a\u5f8b\uff08Inclusive Scaling Law\uff09\uff0c\u5c06\u4f1a\u5e26\u6765\u4e00\u4e2a\u975e\u5e38\u4e0d\u540c\u7684\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40<\/strong>\u3002<\/p>\n

<\/span>
\n\u6f58\u591a\u62c9\u7684\u76d2\u5b50\u5df2\u7ecf\u88ab\u6253\u5f00\u3002\u4e16\u754c\u5c06\u4f1a\u8fdb\u5165\u4e00\u4e2a<\/span><\/strong>\u201cDeepSeek\u73b0\u8c61\u201d\u9636\u6bb5\u3002<\/span><\/strong><\/span>
\n<\/p>\n

<\/span>
\n\u6211\u4eec\u5c06\u4f1a\u7528\u4e24\u7bc7\u6587\u7ae0\u6765\u9610\u91ca\u5176\u4e2d\u7684\u903b\u8f91\u548c\u8d8b\u52bf\u3002\u5728\u672c\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5148\u89e3\u91caDeepSeek\u505a\u5230\u4e86\u4ec0\u4e48\uff0c\u662f\u600e\u4e48\u505a\u5230\u7684\uff0c\u4ee5\u53ca\u8fd9\u5bf9\u5305\u542b\u89c4\u6a21\u5b9a\u5f8b\u7684AI\u7ecf\u6d4e\u5b66\u7684\u6539\u53d8\u3002\u5728\u53e6\u4e00\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5c1d\u8bd5\u5206\u6790DeepSeek\u73b0\u8c61\u5bf9\u5305\u62ec\u82af\u7247\u3001\u4e91\u8ba1\u7b97\u3001\u5927\u6a21\u578b\u5230AI\u4ea7\u4e1a\u5e94\u7528\u7684\u5f71\u54cd\uff0c\u4ee5\u53ca\u4e00\u4e9b\u53ef\u4ee5\u5224\u65ad\u7684\u91cd\u8981\u8d8b\u52bf\u3002<\/p>\n

<\/span>
\n\u9488\u5bf9DeepSeek \u73b0\u8c61\u6df1\u5165\u7814\u7a76\u7684\u4e24\u7bc7\u6587\u7ae0\u5206\u6790\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u662fDeepSeek\u5e26\u6765\u7684\u2014\u2014\u6b63\u5728\u53d1\u751f\u7684AI\u672a\u6765\u3002<\/p>\n

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

\u7b2c\u4e8c\u90e8\u5206<\/strong><\/span><\/h1>\n

DeepSeek\u505a\u5230\u4e86\u4ec0\u4e48\uff1f<\/strong><\/span><\/p>\n

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

\u8981\u5168\u9762\u7406\u89e3DeepSeek\u5bf9AI\u4ea7\u4e1a\u7684\u5f71\u54cd\uff0c\u6211\u4eec\u9700\u5148\u660e\u786e\u5176\u548c\u4e16\u754c\u6700\u524d\u6cbf\u7684\u5927\u6a21\u578b\u76f8\u6bd4\u8fbe\u5230\u4e86\u54ea\u4e2a\u6c34\u5e73\u3002\u5927\u6a21\u578b\u53c8\u5206\u9884\u8bad\u7ec3\u7684\u57fa\u7840\u5927\u6a21\u578b\uff0c\u548c\u540e\u8bad\u7ec3\u7684\u63a8\u7406\u5927\u6a21\u578b\u3002\u603b\u4f53\u800c\u8a00\uff0cDeepSeek\u5728\u8fd9\u4e24\u65b9\u9762\u90fd\u5df2\u7ecf\u8fbe\u5230\u4e86\u7f8e\u56fd\u6700\u4e00\u6d41\u7684\u5927\u6a21\u578b\u6c34\u5e73\u3002<\/p>\n

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\n
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01\uff5c\u4e2d\u56fd\u548c\u7f8e\u56fd\u76f8\u6bd4\uff0cAI\u5927\u6a21\u578b\u5728\u54ea\u4e00\u4e2a\u6c34\u5e73\uff1f<\/strong><\/span><\/p>\n

<\/span><\/em> <\/h2>\n

\u8ba9\u6211\u4eec\u5148\u6765\u6bd4\u8f83\u57fa\u4e8e\u6587\u672c\u6570\u636e\u7684\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b<\/span><\/strong>
\n\u3002DeepSeek\u7684\u76f8\u5173\u4ea7\u54c1\u662fDeepSeek-v3\u3002\u5982\u56fe3\u6240\u793a\uff0cDeepSeek-v3\u5728\u4e2d\u6587\u95ee\u7b54\u51c6\u786e\u5ea6\u3001\u957f\u6587\u672c\u3001\u6570\u5b66\u80fd\u529b\u548c\u4ee3\u7801\u80fd\u529b\u56db\u4e2a\u7ef4\u5ea6\uff0c\u5176\u8868\u73b0\u90fd\u4f18\u4e8e\u7f8e\u56fd\u4e24\u4e2a\u6700\u4e3b\u8981\u7684\u5927\u6a21\u578b\uff0cOpenAI\u7684GPT-4o\uff0c\u4ee5\u53caAnthropic\u7684Claude-3.5-Sonnet\uff0c\u53ea\u662f\u5728\u4e8b\u5b9e\u6027\u77e5\u8bc6\u95ee\u7b54\u51c6\u786e\u5ea6\u65b9\u9762\u5f31\u4e8e\u4e24\u8005\uff1b\u540c\u65f6\uff0c\u4f5c\u4e3a\u5f00\u6e90\u4ea7\u54c1\uff0cDeepSeek-v3\u5728\u6240\u6709\u7684\u7ef4\u5ea6\u4e0a\u90fd\u4f18\u4e8e\u5176\u4ed6\u4e24\u5bb6\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u901a\u4e49\u5343\u95ee\u7684Qwen2.5 72B\u4ee5\u53caMeta\u7684Llama-3.1 405B\u3002<\/p>\n

<\/span>
\n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe5\"
\n\u518d\u6765\u6bd4\u8f83\u591a\u6a21\u6001\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b<\/span><\/strong>
\n\u3002DeepSeek\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u662fJanus-Pro-7B\u3002\u5982\u56fe4\u6240\u793a\uff0c\u5728\u7528\u4e8e\u8bc4\u4f30\u591a\u6a21\u6001\u6a21\u578b\u7684\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\uff0c\u5373\u6a21\u578b\u662f\u5426\u80fd\u51c6\u786e\u7406\u89e3\u7528\u6237\u8f93\u5165\u7684\u590d\u6742\u6307\u4ee4\uff0c\u5e76\u751f\u6210\u7b26\u5408\u8981\u6c42\u7684\u56fe\u50cf\u7684GenEval\u6d4b\u8bd5\u4e2d\uff0cJanus-Pro-7B\u51fb\u8d25\u4e86DALL-E 3\u548cStable Diffusion\u7b49\u4e3b\u8981\u53ef\u6bd4\u5927\u6a21\u578b\u3002\u540c\u6837\uff0c\u5728\u8bc4\u4f30\u6a21\u578b\u5904\u7406\u590d\u6742\u903b\u8f91\u80fd\u529b\uff0c\u5373\u5728\u5904\u7406\u5305\u542b\u591a\u4e2a\u7ea6\u675f\u6761\u4ef6\u548c\u590d\u6742\u903b\u8f91\u7684\u6587\u672c\u63d0\u793a\u65f6\u80fd\u5426\u6ee1\u8db3\u9700\u8981\u7684DPG-Bench\u6d4b\u8bd5\u4e2d\uff0cJanus-Pro-7B\u4e5f\u51fb\u8d25\u4e86\u5176\u4ed6\u5927\u6a21\u578b\u3002<\/p>\n

<\/span>
\n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe6\"
\n\u521a\u624d\u5206\u522b\u5bf9\u6bd4\u7684\u662f\u57fa\u4e8e\u6587\u672c\u548c\u591a\u6a21\u6001\u7684\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u3002\u8fd9\u4e00\u7c7b\u5927\u6a21\u578b\uff08\u6bd4\u5982GPT4\uff09\u5728\u89e3\u51b3\u76f8\u5bf9\u4e0d\u9700\u8981\u6df1\u5ea6\u601d\u8003\u3001\u628a\u4fe1\u606f\u6709\u6548\u5339\u914d\u5c31\u53ef\u4ee5\u56de\u7b54\u597d\u7684\u95ee\u9898\u4e0a\u66f4\u6709\u6548\u3002\u8981\u56de\u7b54\u76f8\u5bf9\u590d\u6742\u7684\u95ee\u9898\uff0c\u5219\u9700\u8981\u5728\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u7840\u4e0a\uff0c\u7814\u53d1\u80fd\u591f\u628a\u95ee\u9898\u62c6\u89e3\u6210\u5408\u7406\u7684\u201c\u601d\u7ef4\u94fe\u201d\u3001\u505a\u6df1\u5ea6\u601d\u8003\u7684\u63a8\u7406\u6a21\u578b\u3002OpenAI\u5728GPT4\u4e4b\u540e\uff0c\u610f\u8bc6\u5230\u667a\u80fd\u7684\u8fdb\u5c55\u9700\u8981\u6df1\u5ea6\u601d\u8003\uff0c\u5e76\u4e8e2024\u5e74\u63a8\u51fa\u540e\u8bad\u7ec3\u63a8\u7406\u5927\u6a21\u578bOpenAI-o1\u3002<\/p>\n

<\/span>
\nDeepSeek\u7684\u540e\u8bad\u7ec3\u63a8\u7406\u5927\u6a21\u578b\u662fDeepSeek-R1\uff0c\u4e5f\u5c31\u662f\u5927\u5bb6\u73b0\u5728\u4f7f\u7528\u6700\u591a\u7684\u6a21\u578b<\/span><\/strong>
\n\u3002\u5982\u56fe5\u6240\u793a\uff0c\u6211\u4eec\u9996\u5148\u53ef\u4ee5\u770b\u5230\uff0c\u65e0\u8bbaOpenAI\u8fd8\u662fDeepSeek\u7684\u63a8\u7406\u5927\u6a21\u578b\uff0c\u5176\u5728\u4ee3\u7801\u80fd\u529b\u3001\u63a8\u7406\u80fd\u529b\u3001\u6570\u5b66\u80fd\u529b\u548c\u7efc\u5408\u8bed\u8a00\u80fd\u529b\u4e0a\u7684\u8868\u73b0\u90fd\u5f3a\u4e8e\u5404\u79cd\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\uff0c\u5f70\u663e\u4e86\u6df1\u5ea6\u601d\u8003\u5bf9\u667a\u80fd\u7684\u63d0\u5347\u6548\u679c\u3002\u5728DeepSeek- R1\u548cOpenAI-o1\u4e4b\u95f4\uff0c\u524d\u8005\u5728\u4ee3\u7801\u80fd\u529b\u548c\u63a8\u7406\u80fd\u529b\u4e0a\u5f31\u4e8e\u540e\u8005\uff0c\u4f46\u662f\u5728\u6570\u5b66\u80fd\u529b\u548c\u7efc\u5408\u8bed\u8a00\u80fd\u529b\u4e0a\u5f3a\u4e8e\u540e\u8005\uff0c\u6574\u4f53\u6c34\u5e73\u53ef\u4ee5\u89c6\u4e3a\u4e24\u8005\u63a5\u8fd1\u3002<\/p>\n

<\/span>
\n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe7\"
\nDeepSeek\u5e76\u4e0d\u662f\u552f\u4e00\u8ffd\u5e73\u7f8e\u56fd\u4e00\u6d41\u5927\u6a21\u578b\u7684\u4e2d\u56fd\u4f01\u4e1a<\/span><\/strong>
\n\u30022025\u5e741\u670825\u53f7\u7684\u300a\u7ecf\u6d4e\u5b66\u4eba\u300b\uff0c\u4ee5\u53ca\u8c37\u6b4c\u524dCEO\u65bd\u5bc6\u7279\u5728\u6700\u8fd1\u7684\u8bc4\u8bba\u4e2d\uff0c\u90fd\u63d0\u5230\u7684\u4e24\u4e2a\u4e2d\u56fd\u5927\u6a21\u578b\u662fDeepSeek\u548c\u901a\u4e49\u5343\u95ee\u3002\u901a\u4e49\u5343\u95ee\u6700\u65b0\u7684\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u662f2025\u5e741\u670829\u65e5\u53d1\u5e03\u7684Qwen2.5-Max\u3002\u5982\u56fe6\u6240\u793a\uff0c\u5728\u6700\u65b0\u7684\u6d4b\u8bc4\u4e2d\uff0cQwen2.5-Max\u5728\u6570\u7406\u80fd\u529b\u3001\u63a8\u7406\u80fd\u529b\u3001\u4ee3\u7801\u80fd\u529b\u3001\u7efc\u5408\u80fd\u529b\u7b49\u5404\u9879\u6d4b\u8bc4\u4e2d\u5f97\u5206\u5747\u7565\u9ad8\u4e8eDeepSeek\u7684\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578bDeepSeek v3\u3002<\/p>\n

<\/span>
\n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe8\"
\n\u7efc\u4e0a\u6240\u8ff0\uff0c<\/span>
\n\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u4e00\u4e2a\u6781\u5177\u98a0\u8986\u6027\u7684\u7ed3\u8bba\uff1a\u4ee5<\/strong><\/span>DeepSeek\u548c\u901a\u4e49\u5343\u95ee\u7b49\u4e3a\u4ee3\u8868\u7684\u4e2d\u56fdAI\u65b0\u52bf\u529b\uff0c\u5df2\u7ecf\u5728\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u548c\u540e\u8bad\u7ec3\u63a8\u7406\u5927\u6a21\u578b\u9886\u57df\uff0c\u57fa\u672c\u8ffd\u5e73\u4e86\u4e0e\u7f8e\u56fd\u6700\u5148\u8fdb\u7684\u5927\u6a21\u578b\u76f8\u5f53\u7684\u6c34\u5e73\u3002\u8fd9\u8868\u660e\uff0c\u7f8e\u56fd\u5927\u6a21\u578b\u548c\u4e2d\u56fd\u5927\u6a21\u578b\u4e4b\u95f4\u7684\u5dee\u8ddd\u4e0d\u662f\u5728\u62c9\u5f00\uff0c\u800c\u662f\u5728\u62c9\u5e73\u3002<\/span><\/strong><\/span>
\n<\/p>\n

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

02\uff5c\u201cDeepSeek \u73b0\u8c61\u201d\u7684\u6210\u672c\u6548\u7387\u4f18\u52bf<\/strong><\/span><\/h2>\n

\u4e2d\u56fd\u5927\u6a21\u578b\u6c34\u5e73\u5df2\u7ecf\u8ffd\u4e0a\u7f8e\u56fd\uff0c\u4f46\u66f4\u4ee4\u4eba\u60ca\u8273\u7684\uff0c\u662f\u5176\u6210\u672c\u6548\u7387\u4f18\u52bf\u3002<\/span><\/strong><\/p>\n

2025\u5e741\u6708\uff0c\u5728\u8fbe\u6c83\u65af\u4e16\u754c\u7ecf\u6d4e\u8bba\u575b\u4e0a\uff0c\u5fae\u8f6f\u9996\u5e2d\u6267\u884c\u5b98\u8428\u63d0\u4e9a\u00b7\u7eb3\u5fb7\u62c9\uff08Satya Nadella\uff09\u76f4\u8a00\uff1a\u201cDeepSeek\u65b0\u6a21\u578b\u7684\u8868\u73b0\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u5c24\u5176\u662f\u5728\u6a21\u578b\u63a8\u7406\u6548\u7387\u65b9\u9762\u3002\u6211\u4eec\u5fc5\u987b\u8ba4\u771f\u5bf9\u5f85\u6765\u81ea\u4e2d\u56fd\u7684\u8fd9\u4e9b\u53d1\u5c55\u3002\u201d<\/p>\n

<\/span>
\n\u5982<\/span><\/strong>
\n\u7eb3\u5fb7\u62c9<\/span><\/strong>
\n\u6240\u8a00\uff0c\u4e2d\u56fd\u5927\u6a21\u578b\u5728\u6210\u672c\u4e0a\u7684\u7a81\u7834\uff0c\u624d\u771f\u6b63\u4ee4\u4eba\u60ca\u8273<\/strong>\u3002\u636eDeepSeek\u62ab\u9732\uff0c\u9884\u8bad\u7ec3\u5927\u6a21\u578bDeepseek-v3\u7684\u8bad\u7ec3\u6210\u672c\u5927\u7ea6\u5728558 \u4e07\u7f8e\u5143\uff0c\u8fd9\u662f\u6b63\u5f0f\u8bad\u7ec3\u65f6\u6d88\u8017\u7684\u7b97\u529b\u6210\u672c\uff08\u5373\u6b63\u5f0f\u8bad\u7ec3\u8017\u8d39\u7684GPU\u5c0f\u65f6\u00d7H800\u6bcfGPU\u5c0f\u65f6\u79df\u8d41\u4ef7\u683c\u00d755\u5929\uff09\uff0c\u4f46\u4e0d\u5305\u62ec\u524d\u671f\u67b6\u6784\u3001\u7b97\u6cd5\u7684\u7814\u7a76\u4ee5\u53ca\u6d88\u878d\u5b9e\u9a8c\u6240\u4ea7\u751f\u7684\u8bd5\u9519\u6210\u672c\u3002\u6309\u76f8\u4f3c\u7684\u5bf9\u6bd4\u65b9\u6cd5\uff0cMeta\u8bad\u7ec3\u51faLlama 3.1 405B\uff0c\u5176\u6d88\u8017\u6210\u672c\u4e3a5800\u4e07\u7f8e\u5143\uff08\u4f7f\u7528\u4e86\u8d85\u8fc71.6\u4e07\u4e2a\u82f1\u4f1f\u8fbeH100 GPU\uff0c\u5386\u7ecf54\u5929\uff09\u3002\u800c\u9ec4\u4ec1\u52cb\u5728NVIDIA GTC 2024\u4e2d\u63d0\u5230\uff0c\u8bad\u7ec31.8\u4e07\u4ebf\u53c2\u6570\u7684GPT\u6a21\u578b\u5927\u7ea6\u9700\u89818000\u4e2a\u82f1\u4f1f\u8fbeH100\uff0c\u8017\u8d3990\u5929\uff0c\u7531\u6b64\u4f30\u7b97\u4e0b\u6765\uff0cGPT4\u8bad\u7ec3\u6210\u672c\u7ea64800\u4e07\u7f8e\u5143\u3002\u6b64\u5916\uff0cMistral AI\u521b\u59cb\u4ebaArthur Mensch\u900f\u9732\uff0cMistral Large\u7684\u8bad\u7ec3\u6210\u672c\u4e0d\u52302200\u4e07\u7f8e\u5143\uff0cAnthropic CEO Dario Amodei \u5219\u900f\u9732Claude 3.5 Sonnet\u8bad\u7ec3\u6210\u672c\u5728\u6570\u5343\u4e07\u7f8e\u5143\u3002\u7531\u6b64\u5bf9\u6bd4\uff0cDeepseek-v3 \u7684\u9884\u8bad\u7ec3\u6210\u672c\u5927\u7ea6\u4e3a\u6b27\u7f8e\u5934\u90e8\u6a21\u578b\u76841\/10\u5de6\u53f3\u3002\u4e0e\u6b64\u4e00\u81f4\uff0c\u5982\u56fe7\u6240\u793a\uff0cDeepseek-v3 \u7684API\u8c03\u7528\u4ef7\u683c\u7ea6\u4e3aGPT-4o\u768410%<\/strong>\u3002<\/p>\n

<\/span>
\n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe9\"
\n\u518d\u770b\u63a8\u7406\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u4f7f\u7528\u6210\u672c<\/span><\/strong>
\n\u3002DeepSeek-R1\u57fa\u4e8e\u9884\u8bad\u7ec3\u5927\u6a21\u578bDeepSeek-V3\u8bad\u7ec3\uff0c\u5982\u6211\u4eec\u540e\u9762\u89e3\u91ca\uff0c\u65e0\u8bba\u7528DeepSeek\u7684\u65b9\u5f0f\u505a\u63a8\u7406\u6a21\u578b\uff0c\u8fd8\u662f\u84b8\u998f\u51fa\u66f4\u5c0f\u7684\u6a21\u578b\uff0c\u8bad\u7ec3\u6210\u672c\u90fd\u6781\u4f4e\uff08\u5982\u674e\u98de\u98de\u56e2\u961f\u84b8\u998f\u51fa\u6a21\u578bs1\u53ea\u82b1\u4e8650\u7f8e\u5143\uff0c\u88ab\u620f\u79f0\u4e3a\u4e00\u676f\u5496\u5561\u7684\u63a8\u7406\u6a21\u578b\uff09\u3002\u5728\u4f7f\u7528\u65f6\uff0c\u5982\u56fe7\uff0c\u6709\u8da3\u7684\u662f\uff0cOpenAI\u7684\u63a8\u7406\u6a21\u578b\uff08OpenAI-o1\uff09\u7684\u8c03\u7528\u6210\u672c\u662f\u9884\u8bad\u7ec3\u6a21\u578b\uff08GPT-4o\uff09\u76846\u500d\uff0c\u4f46DeepSeek-R1\u7684\u8c03\u7528\u6210\u672c\u53ea\u662fDeepSeek-v3\u8c03\u7528\u6210\u672c\u76842\u500d\uff1b\u8fd9\u610f\u5473\u7740DeepSeek\u63a8\u7406\u6a21\u578b\u4f7f\u7528\u6210\u672c\u7684\u4e0a\u5347\u6bd4GPT\u6162\u5f97\u591a\uff0c\u5176\u7ed3\u679c\u662f\uff0cDeepSeek-R1\u7684\u8c03\u7528\u6210\u672c\u4e0d\u53caOpenAI-o1\u76845%<\/strong>\u3002<\/p>\n

<\/span>
\n\u5728\u6b64\uff0c<\/span>
\n\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u7b2c\u4e8c\u4e2a\u98a0\u8986\u6027\u7684\u7ed3\u8bba\uff1a\u4e2d\u56fd\u4f01\u4e1a\u5728\u6574\u4f53\u5927\u6a21\u578b\u6c34\u5e73\u8ffd\u4e0a\u7f8e\u56fd\u4e00\u6d41\u5927\u6a21\u578b\u6c34\u5e73\u7684\u57fa\u7840\u4e0a\uff0c\u6210\u672c\u53ea\u6709\u5bf9\u65b9\u767e\u5206\u4e4b\u51e0\u5230\u767e\u5206\u4e4b\u5341\u7684\u6c34\u5e73\u3002<\/strong><\/span>
\n<\/p>\n

<\/span>
\n\u6700\u4e00\u6d41\u7684\u5927\u6a21\u578b\u6c34\u5e73\uff0c\u6700\u4f4e\u7684\u6210\u672c\uff0c\u8fd9\u6837\u4e00\u4e2a\u68a6\u5e7b\u7ec4\u5408\uff0c\u624d\u662f<\/span><\/strong>
\nDeepSeek\u4f53\u73b0\u51fa\u7684\u6700\u91cd\u8981\u7684\u65b0\u7a81\u7834\uff0c\u4e5f\u6807\u5fd7\u7740AI\u4ea7\u4e1a\u53d1\u5c55\u5728\u8fdb\u5165\u4e00\u4e2a\u65b0\u7684\u589e\u957f\u98de\u8f6e\u548c\u89c4\u6a21\u5b9a\u5f8b\u9636\u6bb5\u3002 \u4ece\u4ea7\u4e1a\u683c\u5c40\u7684\u89c6\u89d2\u770b\uff0c\u8fd9\u4e2a\u7a81\u7834\u662f\u98a0\u8986\u5f0f\u7684\u3002<\/span><\/strong>
\n<\/p>\n

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

\u7b2c\u4e09\u90e8\u5206<\/strong><\/span><\/h1>\n

DeepSeek\u662f\u5982\u4f55\u505a\u5230\u7684\uff1f<\/strong><\/span><\/p>\n

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

\u5728DeepSeek\u51fa\u73b0\u4e4b\u524d\uff0c\u5168\u7403\u4e00\u6d41\u7684\u5927\u6a21\u578b\u516c\u53f8\u51e0\u4e4e\u88ab\u7f8e\u56fd\u5784\u65ad\uff0c\u4e2d\u56fd\u516c\u53f8\u80fd\u5728\u8fd9\u4e00\u9886\u57df\u53d6\u5f97\u7a81\u7834\u88ab\u8ba4\u4e3a\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u4efb\u52a1\u3002\u7136\u800c\uff0cDeepSeek\u7684\u5d1b\u8d77\u4e0d\u4ec5\u6253\u7834\u4e86\u8fd9\u4e00\u683c\u5c40\uff0c\u8fd8\u5f15\u53d1\u4e86\u5bf9AI\u521b\u65b0\u672c\u8d28\u7684\u6df1\u523b\u601d\u8003\u3002\u6211\u4eec\u9700\u8981\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u95ee\u9898\u5165\u624b\u6765\u7406\u89e3DeepSeek\u7684\u521b\u65b0\uff1a<\/p>\n

<\/span>
\n\u7b2c\u4e00\uff0cDeepSeek\u7684\u521b\u65b0\u5230\u5e95\u662f\u4ec0\u4e48\u6837\u7684\u521b\u65b0\uff1f\u662f DeepSeek \u627e\u5230\u4e86\u4e00\u6761\u65b0\u7684\u901a\u5f80AGI\u7684\u8def\u5f84\u5417\uff1f\u8fd8\u662fDeepSeek \u6709\u7279\u522b\u7684\u6570\u636e\u3001\u7b97\u6cd5\u3001\u573a\u666f\uff1f<\/p>\n

<\/span>
\n\u7b2c\u4e8c\uff0cDeepSeek \u5c55\u73b0\u51fa\u7684\u521b\u65b0\u7684\u672c\u8d28\u662f\u4ec0\u4e48\uff1f<\/p>\n

<\/span>
\n\u7b2c\u4e09\uff0c\u8fd9\u6837\u7684\u521b\u65b0\u5728\u8fd9\u4e2a\u9636\u6bb5\u662f\u5fc5\u7136\u7684\u8fd8\u662f\u5076\u7136\u7684\uff1f<\/p>\n

<\/span>
\n\u7b2c\u56db\uff0c\u8fd9\u79cd\u521b\u65b0\u80fd\u529b\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n

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

01\uff5cDeepSeek\u7684\u521b\u65b0\u5230\u5e95\u662f\u4ec0\u4e48\u6837\u7684\u521b\u65b0\uff1f<\/strong><\/span><\/h2>\n

DeepSeek\u521b\u65b0\u7684\u672c\u8d28\uff0c\u662f\u5728\u73b0\u6709\u8def\u5f84\u7684\u57fa\u7840\u4e0a\uff0c\u505a\u5de5\u7a0b\u7c7b\u521b\u65b0\u548c\u4f4e\u6210\u672c\u521b\u65b0\u3002<\/span><\/strong><\/span><\/p>\n

DeepSeek\u505a\u7684\u4e8b\u60c5\u5e76\u672a\u8d85\u51fa OpenAI \u63d0\u51fa\u7684\u8def\u5f84\uff1a\u5373\u57fa\u7840\u5927\u6a21\u578b\u4ecd\u7136\u9075\u5faa GPT\u5f0f\u7684\u9884\u8bad\u7ec3\u8def\u7ebf\uff0c\u63a8\u7406\u5927\u6a21\u578b\u9075\u5faa\u4ee5\u5f3a\u5316\u5b66\u4e60\u4e3a\u6838\u5fc3\u7684\u540e\u8bad\u7ec3\u8def\u7ebf\u3002DeepSeek\u7684\u521b\u65b0\uff0c\u6765\u81ea\u5bf9\u8fd9\u4e24\u6761\u8def\u7ebf\u7684\u5de5\u7a0b\u5316\u521b\u65b0\u548c\u4f4e\u6210\u672c\u521b\u65b0\u3002 <\/span><\/strong>
\n

\n\u6211\u4eec\u5148\u6765\u770bDeepSeek\u5bf9\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u7684\u521b\u65b0\u3002\u5728\u539f\u6709\u7684Transformer\u8def\u7ebf\u4e0b\uff0cDeepSeek \u4e3b\u8981\u5728\u4e09\u4e2a\u65b9\u9762\u505a\u4f18\u5316\uff1a\u66f4\u5c11\u7684\u5185\u5b58\u5360\u7528\u3001\u66f4\u806a\u660e\u7684\u5206\u5de5\u534f\u540c\u3001\u66f4\u76f4\u63a5\u7684\u786c\u4ef6\u4ea4\u4e92\u3002\u5177\u4f53\u800c\u8a00\uff1a<\/p>\n

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

\u2460 <\/span>\u66f4\u5c11\u7684\u5185\u5b58\u5360\u7528<\/span><\/strong>\uff0c\u4e3b\u8981\u6709\u4e24\u4e2a\u5b9e\u73b0\u624b\u6bb5\uff1a\u4e00\u662f MLA\uff08Multi-head Latent Attention\uff0c\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\u673a\u5236\uff09\uff0c\u4e8c\u662f FP8 \u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u3002\u524d\u8005\u53ef\u4ee5\u7406\u89e3\u4e3a\u5728\u8ba1\u7b97\u65f6\u628a\u4e00\u4e2a\u5de8\u5927\u77e9\u9635\u53ef\u4ee5\u5206\u62c6\u6210\u4e24\u4e2a\u77e9\u9635\u7684\u4e58\u79ef\uff0c\u5176\u4e2d\u4e00\u4e2a\u77e9\u9635\u5728\u8bad\u7ec3\u5b8c\u6210\u540e\u51bb\u4f4f\uff0c\u7528\u5c0f\u7684\u77e9\u9635\u505a\u63a8\u7406\uff0c\u5bf9\u6574\u4e2a\u8ba1\u7b97\u91cf\u7684\u8981\u6c42\u662f\u6307\u6570\u7ea7\u7684\u964d\u4f4e\uff1b\u540e\u8005\u53ef\u4ee5\u7406\u89e3\u4e3a\u201c\u7cbe\u6253\u7ec6\u7b97\u201d\uff0c\u5728\u7cbe\u5ea6\u8981\u6c42\u4e0d\u9ad8\u7684\u5730\u65b9\u4f7f\u7528 FP8\uff0c\u5728\u7cbe\u5ea6\u8981\u6c42\u9ad8\u7684\u8ba1\u7b97\u529b\u4f7f\u7528 FP16 \u6216\u8005 FP32\uff08\u6570\u5b57\u8d8a\u5927\u8868\u793a\u7cbe\u5ea6\u8d8a\u9ad8\uff09\u3002<\/span><\/p>\n


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

\u2461 <\/span>\u66f4\u806a\u660e\u7684\u5206\u5de5\u534f\u540c<\/span><\/strong>\uff0c\u901a\u8fc7\u6df7\u5408\u4e13\u5bb6MoE\u6a21\u578b\uff08Mixture of Experts\uff09\u8fbe\u6210\u3002\u4f8b\u5982\uff0c\u8868\u9762\u4e0a\u770b\uff0cDeepSeek-v3 \u662f\u4e00\u4e2a 6710\u4ebf\u53c2\u6570\u7684\u57fa\u7840\u5927\u6a21\u578b\uff0c\u4f46\u5b9e\u9645\u4e0a\uff0c\u56e0\u4e3a\u4e13\u5bb6\u4e4b\u95f4\u7684\u5206\u5de5\u5f97\u5f53\uff0c\u548c\u4e00\u4e2a\u806a\u660e\u7684\u5206\u5de5\u7cfb\u7edf\uff08\u8def\u7531\uff09\uff0c\u6240\u4ee5\u6bcf\u6b21\u8ba1\u7b97\u771f\u6b63\u9700\u8981\u6fc0\u6d3b\u7684\u53c2\u6570\u91cf\u53ea\u6709 370\u4ebf\uff0c\u4ec5\u4e3a\u603b\u53c2\u6570\u76845.5%\u3002<\/span><\/p>\n

<\/p>\n

\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe10\"<\/p>\n


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

\u2462 <\/span>\u66f4\u76f4\u63a5\u7684\u786c\u4ef6\u4ea4\u4e92\uff1a<\/span><\/strong>\u4f7f\u7528 PTX\uff08Parallel Thread Execution\uff0c\u5e76\u884c\u7ebf\u7a0b\u6267\u884c\uff09\u6307\u4ee4\u76f4\u63a5\u8c03\u6574\u82f1\u4f1f\u8fbe\u82af\u7247\u4e4b\u95f4\u7684\u901a\u4fe1\u4e92\u8054\u3002\u8fc7\u53bb\uff0c\u4f7f\u7528 PTX \u8bed\u8a00\u5b9e\u9645\u4e0a\u662f\u91cf\u5316\u4ea4\u6613\u5458\u7684\u7279\u5f81\u4e4b\u4e00\uff0c\u5176\u4ed6\u9886\u57df\u5f88\u5c11\u6709\u4eba\u4f1a\u76f4\u63a5\u4f7f\u7528\u8fd9\u79cd\u8bed\u8a00\u3002DeepSeek\u5728\u8bad\u7ec3V3\u65f6\uff0c\u9488\u5bf9\u81ea\u5df1\u7684\u9700\u6c42\u628a132\u4e2a\u6d41\u5f0f\u591a\u5904\u7406\u5668\uff08SMs\uff09\u4e2d\u768420\u4e2a\u4fee\u6539\u6210\u4e13\u95e8\u8d1f\u8d23\u670d\u52a1\u5668\u95f4\u7684\u901a\u4fe1\uff0c\u800c\u4e0d\u662f\u4e5f\u540c\u65f6\u8d1f\u8d23\u8ba1\u7b97\u4efb\u52a1\uff0c\u8fd9\u5c31\u63d0\u5347\u4e86\u82af\u7247\u7684\u6574\u4f53\u6548\u7387\u3002<\/span><\/p>\n

\u53ef\u4ee5\u770b\u51fa\uff0c<\/span>
\nDeepSeek\u901a\u8fc7\u63d0\u5347\u7b97\u6cd5\u6548\u7387\u548c\u82af\u7247\u6c9f\u901a\u6548\u7387\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u5bf9\u7b97\u529b\u7684\u4f9d\u8d56\uff0c\u63d0\u5347\u4e86\u7b97\u529b\u6548\u7387\uff0c<\/span><\/strong>
\n\u8fd9\u662f\u4e3a\u4ec0\u4e48\u53ef\u4ee5\u505a\u5230\u7b97\u529b\u6210\u672c\u76f8\u5bf9\u4ee5\u5f80\u5927\u5e45\u5ea6\u4e0b\u964d\u7684\u6838\u5fc3\u539f\u56e0\u3002\u8fd9\u662f\u5de5\u7a0b\u5316\u521b\u65b0\u5e26\u6765\u7684\u6548\u679c\uff0c\u4e5f\u662f\u4e2d\u56fd\u4f01\u4e1a\u5728\u7b97\u529b\u53d7\u5230\u897f\u65b9\u9650\u5236\u540e\u4e3b\u52a8\u63a2\u7d22\u63d0\u5347\u7b97\u529b\u6548\u7387\u7684\u5f00\u82b1\u7ed3\u679c\u3002<\/p>\n

<\/span>
\n\u518d\u770b<\/span><\/strong>
\nDeepSeek\u5728\u63a8\u7406\u5927\u6a21\u578b\u7684\u521b\u65b0<\/span><\/strong>
\n\u3002DeepSeek\u662f\u5728OpenAI\u63d0\u51fa\u7684\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8ba9\u6a21\u578b\u4ea7\u751f\u601d\u7ef4\u94fe\u7684\u6846\u67b6\u4e0b\uff0c\u627e\u5230\u4e86\u4e00\u6761\u66f4\u7b80\u5355\u9ad8\u6548\u7684\u8def\u5f84\u3002\u8ba9\u6211\u4eec\u770b\u8fd9\u662f\u600e\u4e48\u53d1\u751f\u7684\uff1a<\/span> <\/p>\n

OpenAI\u9996\u5148\u534a\u906e\u534a\u9732\u5730\u63d0\u51fa\u4e86\u63a8\u7406\u5927\u6a21\u578b\u7684\u539f\u521b\u6027\u8bbe\u60f3\uff1a<\/span><\/em><\/p>\n


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

    \n
  • \n

    \u9996\u5148\uff0c\u901a\u8fc7\u601d\u7ef4\u94fe\u6280\u672f\u548c\u5f3a\u5316\u5b66\u4e60\u6765\u8bad\u7ec3\u63a8\u7406\u5927\u6a21\u578b\uff0c\u662f<\/span><\/strong><\/em> OpenAI \u5728\u53d1\u5e03o1 \u6a21\u578b\u65f6\u6240\u63ed\u793a\u7684\u201c\u6838\u5fc3\u79d8\u5bc6\u201d\u3002<\/span><\/strong><\/em>\u5728\u53d1\u5e03\u65f6\uff0c\u5305\u62ec<\/span><\/em> Sam Altman \u5728\u5185\u7684 OpenAI \u7814\u7a76\u4eba\u5458\uff0c\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u8981\u4ece\u9884\u8bad\u7ec3\u5927\u6a21\u578b\u8f6c\u800c\u7814\u53d1\u540e\u8bad\u7ec3\u63a8\u7406\u5927\u6a21\u578b\uff0c\u4ee5\u53ca\u5982\u4f55\u505a\u7684\u8def\u5f84\u3002\u4ed6\u4eec\u8868\u660e\uff1a\u201c\u4e00\u76f4\u4ee5\u6765\uff0cAI\u5728\u67d0\u4e9b\u65b9\u9762\u7684\u8868\u73b0\u975e\u5e38\u60ca\u4eba\uff0c\u4f46\u5728\u63a8\u7406\u80fd\u529b\u4e0a\u5374\u5b58\u5728\u660e\u663e\u7684\u4e0d\u8db3\u3002\u201d\u201c<\/span><\/em>\u5f53\u6211\u4eec\u5b8c\u6210<\/span><\/em>GPT-4\u65f6\uff0c\u6211\u4eec\u6700\u611f\u5174\u8da3\u7684\u4e00\u4ef6\u4e8b\u5c31\u662f\uff1a\u6211\u4eec\u80fd\u4e0d\u80fd\u7528\u6211\u4eec\u521b\u9020\u7684\u8fd9\u4e2a\u5de5\u5177\u6765\u6559\u6a21\u578b\u63a8\u7406\uff1f<\/span><\/em>\u201d\u201c\u6211\u4eec\u6df1\u53d7<\/span><\/em> AlphaGo \u7684\u542f\u53d1\uff0c\u5bf9\u5f3a\u5316\u5b66\u4e60\u62b1\u6709\u5f88\u5927\u7684\u671f\u671b…\u5728 o1 \u7684\u8bad\u7ec3\u8fc7\u7a0b\u91cc\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u5f53\u6a21\u578b\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u6765\u751f\u6210\u548c\u4f18\u5316\u81ea\u5df1\u7684\u601d\u7ef4\u94fe\u65f6\uff0c\u5176\u8868\u73b0\u751a\u81f3\u6bd4\u4eba\u7c7b\u4e3a\u5176\u7f16\u5199\u601d\u7ef4\u94fe\u66f4\u597d\u3002\u201d<\/span><\/em><\/span><\/p>\n<\/p>\n

    <\/p>\n

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


    <\/span><\/em><\/span><\/p>\n<\/li>\n

  • \n

    \u4f46\u5927\u90e8\u5206\u4f01\u4e1a\u5728\u8ffd\u968f<\/span><\/strong><\/em>OpenAI\u7684\u63d0\u793a\u65f6\u5374\u4e0d\u5f97\u5176\u95e8\u800c\u5165\u3002<\/span><\/strong><\/em>\u63a5\u4e0b\u6765\u8fd1\u534a\u5e74\u7684\u65f6\u95f4\u91cc\uff0c\u5168\u7403\u6240\u6709\u7684<\/span><\/em> AI \u5b9e\u9a8c\u5ba4\u90fd\u5728\u5c1d\u8bd5\u590d\u73b0 o1\uff0c\u4f46\u6210\u529f\u7684\u6781\u5c11\uff0c\u5176\u4e2d\u7684\u96be\u70b9\u5305\u62ec\u7f3a\u5c11\u8db3\u591f\u7684\u601d\u7ef4\u94fe\u6570\u636e\u3001\u9700\u8981\u5927\u91cf\u7684\u4eba\u5de5\u6807\u6ce8\u6210\u672c\u7b49\u7b49\uff0c\u6bd4\u5982\u524d\u4e00\u8f6e\u5f00\u6e90\u7684\u9886\u5934\u7f8a Meta Llama\uff0c\u81f3\u4eca\u6ca1\u6709\u63a8\u51fa\u81ea\u5df1\u7684\u5f00\u6e90\u63a8\u7406\u5927\u6a21\u578b\uff0c\u5176\u9996\u5e2d\u79d1\u5b66\u5bb6\u6768\u7acb\u6606\u751a\u81f3\u5728\u63a8\u7279\u4e0a\u516c\u5f00\u70b9\u540d \u201cOpenAI \u4e0d\u591f\u5f00\u653e\u201d\u3002<\/span><\/em><\/em><\/span><\/p>\n<\/p>\n<\/p>\n<\/li>\n<\/ul>\n


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

    \u57fa\u4e8e<\/span><\/em>OpenAI\u63d0\u51fa\u7684\u8bbe\u60f3\uff0c\u5e76\u501f\u9274\u4e86AlphaZero\u7684\u8bad\u7ec3\u65b9\u6cd5\uff0cDeepSeek\u7528\u6781\u4f4e\u7684\u6210\u672c\u8bad\u7ec3\u51fa\u4e86\u63a8\u7406\u5927\u6a21\u578b\u3002\u5176\u4e2d\u7684\u521b\u65b0\u8981\u70b9\u4e3b\u8981\u6709\u56db\u4e2a\uff1a<\/span><\/em><\/span><\/p>\n<\/p>\n

    <\/p>\n

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


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

    \u7b2c\u4e00\uff0c<\/span><\/strong><\/em>DeepSeek\u505a\u51fa\u7684\u7b2c\u4e00\u4e2a\u521b\u65b0\uff0c\u662f\u653e\u5f03\u5176\u4ed6\u5927\u6a21\u578b\u4f01\u4e1a\u5c1d\u8bd5\u7684\u521b\u5efa\u601d\u7ef4\u94fe\u6570\u636e\u3001\u4eba\u5de5\u6807\u6ce8\u7684\u8def\u5f84\uff0c\u8f6c\u800c\u4ece\u903b\u8f91\u6027\u6700\u5f3a\u7684\u6570\u5b66\u548c\u4ee3\u7801\u9886\u57df\u5f00\u59cb\uff0c\u8981\u6c42\u6a21\u578b\u5728\u6307\u5b9a\u6846\u67b6\u5185\u63d0\u4f9b\u201c\u601d\u8003\u8fc7\u7a0b\u7684\u8868\u8ff0\u4ee5\u53ca\u6700\u7ec8\u7b54\u6848\u201d\uff0c\u8ba9\u5927\u6a21\u578b\u5728\u5927\u91cf\u5b66\u4e60\u6b63\u786e\u7684\u7b54\u6848\u6240\u9700\u8981\u7684\u8fc7\u7a0b\u4e2d\uff0c\u81ea\u5df1\u751f\u6210\u601d\u7ef4\u94fe\u80fd\u529b\uff0c\u5e76\u8ba9\u5927\u6a21\u578b\u5728\u8bb0\u5fc6\u4e0a\u4e00\u6b21\u6b63\u786e\u65b9\u6cd5\u7684\u57fa\u7840\u4e0a\uff0c\u4e0d\u65ad\u8fed\u4ee3\u601d\u7ef4\u94fe\u80fd\u529b\uff1a<\/span><\/strong><\/em>\u9996\u5148\uff0c\u56e0\u4e3a\u8bad\u7ec3\u7528\u7684\u6570\u636e\u96c6\u51e0\u4e4e\u5168\u90e8\u7531\u6570\u5b66\u548c\u7f16\u7a0b\u6570\u636e\u7ec4\u6210\uff0c\u903b\u8f91\u8fc7\u7a0b\u6ca1\u6709\u4e0d\u786e\u5b9a\u6027\uff0c\u7b54\u6848\u5bf9\u4e0d\u5bf9\u53ef\u4ee5\u76f4\u63a5\u68c0\u9a8c\uff0c\u4ece\u800c\u6709\u6548\u57f9\u517b\u6b63\u786e\u7684\u601d\u7ef4\u94fe\uff1b\u5176\u6b21\uff0c\u683c\u5f0f\u4e0a\uff0c\u8981\u6c42\u6a21\u578b\u5fc5\u987b\u5728\u6307\u5b9a\u65b9\u6846\u5185\u63d0\u4f9b<\/span><\/em>\u201c\u601d\u8003\u8fc7\u7a0b\u7684\u8868\u8ff0\u4ee5\u53ca\u6700\u7ec8\u7b54\u6848\u201d\uff0c\u5f88\u50cf\u9ad8\u8003\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4f20\u7edf\u7684 PPO <\/span>\u67b6\u6784\u4e2d\u5219\u662f\u7528\u4e00\u4e2a\u590d\u6742\u7684\u8bc4\u5ba1\u6a21\u578b\u6765\u8bc4\u5224\u8f93\u51fa\u7684\u51c6\u786e\u6027\u3001\u7a33\u5b9a\u6027\u3001\u4ef7\u503c\u89c2\u7b49\u4e00\u7cfb\u5217\u590d\u6742\u76ee\u6807\u3002\u8fd9\u4e2a\u8bc4\u5ba1\u6a21\u578b\u672c\u8eab\u5c31\u6709\u6781\u9ad8\u7684\u8bad\u7ec3\u6210\u672c\uff0c\u6548\u7387\u8f83\u4f4e\uff0c\u540c\u65f6\u4f1a\u5728\u8bad\u7ec3\u4e2d\u5360\u7528\u5185\u5b58\u3002<\/span><\/em><\/span><\/p>\n<\/p>\n

    <\/p>\n

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


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

    \u7b2c\u4e8c\uff0c\u57fa\u4e8e<\/span><\/strong><\/em>AlphaZero\u7684\u542f\u53d1\uff0c\u4ece\u6709\u76d1\u7763\u8f6c\u5230\u65e0\u76d1\u7763\uff0c\u5927\u91cf\u8282\u7ea6\u7b97\u529b\u548c\u6570\u636e\u6210\u672c\u3002<\/span><\/strong><\/em>DeepSeek\u8bbe\u8ba1\u4e86\u6a21\u578b\u65e0\u76d1\u7763\u7684\u81ea\u6211\u5bf9\u5f08\u673a\u5236\uff0c\u6bd4\u5982\u95ee\u4e00\u4e2a\u95ee\u9898\uff0c\u8981\u6c42\u6a21\u578b\u81ea\u5df1\u4e00\u6b21\u6027\u751f\u621016\u4e2a\u7b54\u6848\uff0c\u7528\u89c4\u5219\u8ba1\u7b97\u6bcf\u4e2a\u7ed3\u679c\u7684\u5f97\u5206\uff0c\u7136\u540e\u5f80\u9ad8\u5f97\u5206\u7684\u65b9\u5411\u6f14\u8fdb\u3002<\/span><\/em><\/span><\/p>\n<\/p>\n

    <\/p>\n

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


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

    \"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe11\"<\/p>\n

    <\/p>\n

    \u7b2c\u4e09\uff0c<\/span><\/strong><\/em>\u6253\u9020\u4e86\u4e00\u4e2a<\/span>\u201c\u57fa\u7840\u6a21\u578b\u2192\u63a8\u7406\u6a21\u578b\u2192\u5408\u6210\u6570\u636e\u2192\u57fa\u7840\u6a21\u578b\u201d\u7684\u4e0a\u5347\u87ba\u65cb\u3002<\/strong>\u901a\u8fc7\u524d\u9762\u4e09\u4e2a\u6b65\u9aa4\u8bad\u7ec3\u51fa\u6765\u7684<\/span><\/em>R1-zero\u6a21\u578b\uff0c\u4ee5\u9ad8\u8d28\u91cf\u7684\u6570\u5b66\u548c\u4ee3\u7801\u6570\u636e\u4e3a\u6838\u5fc3\uff0c\u5728\u6570\u5b66\u548c\u4ee3\u7801\u9886\u57df\u4e4b\u5916\u7684\u6cdb\u5316\u80fd\u529b\u548c\u8868\u8fbe\u80fd\u529b\u90fd\u4e0d\u591f\u597d\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cDeepSeek\u5148\u4f7f\u7528 R1-zero \u751f\u6210\u975e\u6570\u5b66\u548c\u4ee3\u7801\u7684\u957f\u601d\u7ef4\u94fe\u6570\u636e\uff0c\u52a0\u4e0a\u9ad8\u8d28\u91cf\u7684\u4eba\u5de5\u6807\u6ce8\uff0c\u5f62\u6210\u6570\u5343\u6761\u51b7\u542f\u52a8\u6570\u636e\u7684\u6807\u51c6\u7b54\u6848\u8ba9\u6a21\u578b\u8bb0\u4f4f\uff1b\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u53c8\u4f7f\u7528 R1-zero \u751f\u6210\u4e8660 \u4e07\u6761\u53ef\u9605\u8bfb\u7684\u63a8\u7406\u6570\u636e\uff0c\u5e76\u7528\u57fa\u7840\u6a21\u578b v3 \u751f\u6210\u4e8620 \u4e07\u6761\u975e\u63a8\u7406\u7c7b\u6570\u636e\uff08\u5199\u4f5c\u3001\u4e8b\u5b9e\u95ee\u7b54\u3001\u81ea\u6211\u8ba4\u77e5\u3001\u7ffb\u8bd1\u7b49\uff09\uff0c\u5e76\u8ba9 v3 \u5bf9\u8fd9\u4e9b\u975e\u63a8\u7406\u7c7b\u6570\u636e\u8111\u8865\u4e86\u601d\u7ef4\u94fe\u3002\u4e09\u8005\u7ed3\u5408\u8d77\u6765\uff0c\u5f62\u6210\u4e00\u4e2a\u7565\u5927\u4e8e 80 \u4e07\u6761\u7684\u5408\u6210\u6570\u636e\u96c6\uff08\u91cc\u9762\u4ec5\u6709\u51e0\u5343\u6761\u6709\u4eba\u5de5\u53c2\u4e0e\uff09\uff0c\u8ba9R1-zero \u5bf9\u6b64\u6570\u636e\u96c6\u4e0d\u65ad\u8bad\u7ec3\uff0c\u4ece\u800c\u5347\u7ea7\u4e3a\u4e0d\u4ec5\u4ec5\u64c5\u957f\u6570\u5b66\u548c\u4ee3\u7801\u63a8\u7406\uff0c\u4e5f\u64c5\u957f\u66f4\u591a\u901a\u7528\u573a\u666f\u63a8\u7406\u7684 R1 \u6a21\u578b\u3002<\/span><\/em><\/span><\/p>\n<\/p>\n

    <\/p>\n

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


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

    \u7b2c\u56db\uff0c\u8df3\u8fc7\u8fc7\u53bb\u5fc5\u5907\u7684\u6807\u51c6\u5fae\u8c03\uff08<\/span><\/strong><\/em>SFT\uff09\u73af\u8282\uff0c\u76f4\u63a5\u5bf9\u57fa\u7840\u6a21\u578b\uff08v3\uff09\u505a\u4e0a\u8ff0 GRPO \u67b6\u6784\u7684\u5f3a\u5316\u5b66\u4e60\uff0c\u8fed\u4ee3\u57fa\u7840\u6a21\u578b\u3002<\/span><\/strong><\/em>\u968f\u7740\u63a8\u7406\u65f6\u95f4\u7684\u589e\u957f\uff0c\u5728\u8fd9\u4e2a\u81ea\u6211\u5bf9\u5f08\u7684\u8fc7\u7a0b\u91cc\uff0c\u6a21\u578b\u6d8c\u73b0\u51fa\u4e86\u4e00\u79cd\u81ea\u6211\u53cd\u95ee\u7684\u80fd\u529b\uff0c\u4e5f\u5c31\u662f<\/span>\u201c<\/em>aha \u65f6\u523b\u201d\uff0c<\/span><\/em>\u5373\u6a21\u578b\u5728\u89e3\u9898\u65f6\uff0c\u901a\u8fc7\u601d\u7ef4\u8fc7\u7a0b\u7684\u8868\u8ff0\u5f00\u59cb\u53cd\u95ee\u81ea\u5df1\uff1a<\/span>\u201c\u7b49\u4e00\u4e0b\uff0c\u8ba9\u6211\u4eec\u60f3\u60f3\u6709\u6ca1\u6709\u66f4\u597d\u7684\u89e3\u6cd5\uff1f\u201d\u5728\u63a8\u7406\u6a21\u578b\u4e0d\u65ad\u8fed\u4ee3\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u795e\u5947\u5730\u53d1\u73b0\uff0c\u63a8\u7406\u6a21\u578b\u6240\u5c55\u793a\u7684\u601d\u7ef4\u94fe\u8d8a\u6765\u8d8a\u957f\uff1b\u8fd9\u662f\u6a21\u578b\u81ea\u8eab\u751f\u6210\u7684\uff0c\u5e76\u6ca1\u6709\u5916\u90e8\u7684\u8981\u6c42\uff0c\u8868\u73b0\u51fa\u6a21\u578b\u63a8\u7406\u80fd\u529b\u7684\u4e0d\u65ad\u63d0\u5347\u3002<\/strong><\/span><\/strong><\/span><\/p>\n<\/p>\n

    <\/p>\n

    <\/strong> <\/p>\n


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

    \"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe12\"<\/span><\/p>\n<\/p>\n


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

    \u6700\u540e\uff0c\u8fd9\u4e00\u6b21\u672a\u5b8c\u6210\u7684\u91cd\u8981\u65b9\u5411\uff0c\u662f\u901a\u8fc7\u63a8\u7406\u6a21\u578b\u6765\u7ee7\u7eed\u53cd\u5411\u6539\u8fdb\u3001\u878d\u5408\u57fa\u7840\u6a21\u578b\u3002\u8fd9\u4e00\u70b9\u4e5f\u88ab<\/span><\/em>OpenAI\u8ba4\u53ef\uff0c\u5e76\u5728 2 \u6708 13 \u65e5\u51cc\u6668\u5ba3\u5e03\uff0c\u201c\u4ece GPT5 \u5f00\u59cb\uff0c\u5c06\u4e0d\u518d\u533a\u5206\u63a8\u7406\u548c\u57fa\u7840\u5927\u6a21\u578b\uff0co3 \u4f1a\u6574\u5408\u8fdb GPT5\u3002\u201d\u81f3\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff0c\u4e00\u4e2a\u4ece\u57fa\u7840\u6a21\u578b\u5f00\u59cb\uff0c\u5230\u63a8\u7406\u6a21\u578b\uff0c\u518d\u7528\u63a8\u7406\u6a21\u578b\u53cd\u8fc7\u6765\u7ee7\u7eed\u4f18\u5316\u57fa\u7840\u6a21\u578b\u7684\u8def\u5f84\u5df2\u7ecf\u5f62\u6210\u3002<\/span><\/em><\/span><\/p>\n


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

    02\uff5cDeepSeek \u5c55\u73b0\u51fa\u7684\u521b\u65b0\u7684\u672c\u8d28\u662f\u4ec0\u4e48\uff1f<\/strong><\/span><\/p>\n

    <\/span> <\/h2>\n

    \u6211\u4eec\u53ef\u4ee5\u603b\u7ed3\u4e00\u4e0bDeepSeek\u6240\u5c55\u793a\u51fa\u7684\u521b\u65b0\u7684\u672c\u8d28\u3002<\/p>\n

    <\/span>
    \n\u9996\u5148\uff0c\u5728\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u65b9\u9762\uff0cDeepSeek\u4e3b\u8981\u662f\u901a\u8fc7\u5728\u5185\u5b58\u673a\u5236\u3001\u5206\u5de5\u534f\u540c\u673a\u5236\u3001\u786c\u4ef6\u901a\u4fe1\u673a\u5236\u7684\u5de5\u7a0b\u5316\u6539\u826f\u8bbe\u8ba1\uff0c\u7528\u767e\u5206\u4e4b\u51e0\u7684\u6210\u672c\u5c31\u5b9e\u73b0\u4e86\u76f8\u5f53\u4e8e\u9876\u5c16\u5927\u6a21\u578b\u7684\u6027\u80fd\u3002\u5de5\u7a0b\u521b\u65b0\u4e0d\u7b49\u4e8e\u4e0d\u91cd\u8981\uff0c\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u6765\u8bf4\uff0c\u82f1\u4f1f\u8fbe\u7684 GPU \u4e5f\u662f\u4e00\u79cd\u5de5\u7a0b\u521b\u65b0\uff0c\u5373\u901a\u8fc7\u5e76\u884c\u8ba1\u7b97\u7684\u673a\u5236\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u8fc7\u53bbCPU\u4e32\u8054\u8ba1\u7b97\u7684\u6548\u7387\u3002Anthropic \u7684CEO\u8fbe\u91cc\u5965\u00b7\u963f\u83ab\u8fea\uff08Dario Amodei\uff09\u8ba4\u4e3a\uff1a\u201cDeepseek \u7684\u521b\u65b0\u4e3b\u8981\u96c6\u4e2d\u5728\u5de5\u7a0b\u6548\u7387\u4e0a……\u6210\u672c\u8981\u4f4e\u5f97\u591a\u3002\u8fd9\u6b21\u6700\u5927\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0c\u7b2c\u4e00\u4e2a\u5c55\u793a\u9884\u671f\u6210\u672c\u964d\u4f4e\u7684\u516c\u53f8\u662f\u4e2d\u56fd\u516c\u53f8\u3002\u201d<\/p>\n

    <\/span>
    \n\u5176\u6b21\uff0c\u5728\u63a8\u7406\u5927\u6a21\u578b\u65b9\u9762\uff0cDeepSeek\u5c55\u793a\u51fa\u7684\u521b\u610f\u66f4\u6709\u65b0\u610f\u3002\u63a8\u7406\u5927\u6a21\u578b\u7684\u6838\u5fc3\u662f\u6784\u5efa\u601d\u7ef4\u94fe\u80fd\u529b\uff0c\u4f46\u5173\u952e\u662f\u5982\u4f55\u6784\u5efa\uff0c\u4f7f\u7528\u591a\u5927\u6210\u672c\u53ef\u4ee5\u505a\u5230\u3002\u5728\u5927\u90e8\u5206\u5927\u6a21\u578b\u4f01\u4e1a\u6548\u4effOpenAI\u672a\u679c\u7684\u60c5\u51b5\u4e0b\uff0cDeepSeek\u9009\u62e9\u7684\uff0c\u662f\u9996\u5148\u805a\u7126\u4e8e\u903b\u8f91\u786e\u5b9a\u6027\u6700\u5f3a\u7684\u6570\u5b66\u3001\u7f16\u7801\u9886\u57df\u6765\u5165\u624b\uff0c\u8ba9\u5927\u6a21\u578b\u5728\u4e0d\u65ad\u5b66\u4e60\u6b63\u786e\u7b54\u6848\u8fc7\u7a0b\u4e2d\uff0c\u81ea\u5df1\u521b\u5efa\u601d\u7ef4\u94fe\uff1b\u7136\u540e\u8fdb\u800c\u8ba9\u5927\u6a21\u578b\u7528\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u65b9\u6cd5\u5927\u91cf\u5c1d\u8bd5\uff0c\u6c89\u6dc0\u6b63\u786e\u7b54\u6848\u6240\u9700\u8981\u7684\u601d\u7ef4\u94fe\u65b9\u6cd5\u3002\u8fd9\u5176\u5b9e\u662f\u5de7\u5999\u7684\u4f4e\u6210\u672c\u521b\u65b0\uff0c\u7ed5\u5f00\u4e86\u539f\u6765\u7684\u9700\u8981\u4eba\u5de5\u521b\u5efa\u548c\u6807\u6ce8\u601d\u7ef4\u94fe\u7684\u9ad8\u6210\u672c\u8def\u5f84<\/strong>\u3002\u5728\u6570\u5b66\u548c\u4ee3\u7801\u9886\u57df\u7684\u63a8\u7406\u6a21\u578bR1-zero\u5efa\u7acb\u8d77\u6765\u540e\uff0c\u518d\u5728\u5c11\u91cf\u4eba\u5de5\u6807\u6ce8\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u6cdb\u5316\u5230\u66f4\u5e7f\u7684\u975e\u6570\u5b66\u548c\u4ee3\u7801\u6570\u636e\u4e2d\uff0c\u5f62\u6210R1\uff0c\u6700\u540e\u53cd\u54fa\u5230\u57fa\u7840\u5927\u6a21\u578b\uff0c\u6539\u53d8\u4e86\u539f\u6765\u57fa\u7840\u5927\u6a21\u578b\u9700\u8981\u957f\u65f6\u95f4\u3001\u52a8\u8f84\u6570\u5343\u4e07\u7f8e\u5143\u8bad\u7ec3\u7684\u8001\u8def\uff0c\u53ef\u4ee5\u4f4e\u6210\u672c\u4e0d\u65ad\u8fed\u4ee3\uff1b\u81f3\u6b64\uff0c\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u540e\u8bad\u7ec3\u63a8\u7406\u6a21\u578b\u76f8\u8f85\u76f8\u6210\uff0c\u4e92\u4fc3\u8fed\u4ee3\u3002<\/p>\n

    <\/span>
    \n\u53ef\u4ee5\u770b\u51fa\uff0cDeepSeek\u6709\u4eca\u5929\uff0c\u662f\u56e0\u4e3a\u6709\u610f\u8bc6\u8d70\u51fa\u4e86\u4e00\u6761\u4f4e\u6210\u672c\u521b\u65b0\u7684\u8def\u3002\u9996\u5148\u662f\u901a\u8fc7\u5de5\u7a0b\u5316\u521b\u65b0\u5927\u5927\u964d\u4f4e\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u7684\u6210\u672c\u3002\u5176\u6b21\u662f\u901a\u8fc7\u62c6\u89e3\u4efb\u52a1\uff0c\u9010\u6b65\u63a2\u7d22\u51fa\u6700\u7701\u94b1\u3001\u4e5f\u662f\u6700\u7075\u6d3b\u7684\u6784\u5efa\u601d\u7ef4\u94fe\u80fd\u529b\u7684\u63a8\u7406\u5927\u6a21\u578b\u8def\u5f84\u3002<\/p>\n

    <\/span>
    \n\u5e73\u5fc3\u800c\u8bba\uff0c\u6ca1\u6709\u4ee5<\/strong><\/span>
    \nOpenAI\u4e3a\u4ee3\u8868\u7684\u7f8e\u56fd\u6700\u5148\u8fdb\u7684\u5927\u6a21\u578b\u4f01\u4e1a\u4ece0\u52301\u7684\u6784\u60f3\uff0c\u5c31\u4e0d\u53ef\u80fd\u6709DeepSeek\u7684\u4eca\u5929\u3002DeepSeek\u6240\u505a\u5230\u7684\uff0c\u662f\u5728OpenAI\u5f00\u521b\u65b9\u5411\u7684\u57fa\u7840\u4e0a\uff0c\u628a\u6548\u7387\u548c\u521b\u65b0\u7ed3\u5408\u8d77\u6765\u7684\u8def\u5f84\u3002<\/span><\/strong>
    \n<\/p>\n

    <\/span>
    \n\u8fd9\u662f\u4e2d\u56fd\u7248AI\u521b\u65b0\u7684\u65b0\u8def\u5f84\u3002\u548c\u4e2d\u56fd\u4f01\u4e1a\u5728\u7b97\u529b\u4e0a\u88ab\u9650\u5236\u76f4\u63a5\u76f8\u5173\uff0cDeepSeek\u8df3\u51fa\u4e86\u7f8e\u56fd\u4f01\u4e1a\u8fc7\u4e8e\u4f9d\u8d56\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\u7684\u60ef\u6027\u3002\u5728\u7b97\u529b\u4e0d\u7a00\u7f3a\u7684\u7f8e\u56fd\uff0c\u89c4\u6a21\u5b9a\u5f8b\u88ab\u6df7\u540c\u4e8e\u5927\u91cf\u4f7f\u7528\u7b97\u529b\u7684\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\uff0c\u4f4e\u4f30\u4e86\u521b\u65b0\u6210\u672c\u7684\u91cd\u8981\u6027\u3002<\/p>\n

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

    03\uff5cDeepSeek\u521b\u65b0\u5728\u8fd9\u4e2a\u9636\u6bb5\u662f\u5fc5\u7136\u7684\u8fd8\u662f\u5076\u7136\u7684\uff1f<\/strong><\/span><\/h2>\n

    DeepSeek\u521b\u65b0\u7684\u6210\u529f\uff0c\u6807\u5fd7\u7740AI\u4ea7\u4e1a\u5df2\u7ecf\u53d1\u5c55\u5230\u4e86\u4e00\u4e2a\u5de5\u7a0b\u5316\u521b\u65b0\u6709\u5f88\u5927\u4ef7\u503c\u7684\u9636\u6bb5\u3002<\/span><\/strong><\/span><\/p>\n

    \u521a\u624d\u6211\u4eec\u8ba8\u8bba\u4e86DeepSeek\u505a\u5230\u4e86\u4ec0\u4e48\u521b\u65b0\u3002\u90a3\u4e48\uff0c\u8fd9\u79cd\u521b\u65b0\u7684\u6210\u529f\uff0c\u662f\u5076\u7136\u8fd8\u662f\u5fc5\u7136\uff1f<\/p>\n

    <\/span>
    \n\u5f88\u591a\u4eba\u5df2\u7ecf\u5f62\u6210\u4e86\u4e00\u79cd\u8ba4\u77e5\uff0c\u5373AI\u7684\u7a81\u7834\u662f\u9700\u8981\u9876\u7ea7\u4eba\u624d\u6765\u5b8c\u6210\u7684\u3002\u56e0\u6b64\u5927\u5bb6\u4e5f\u5f88\u60ca\u8bb6\uff0c\u4e3a\u4ec0\u4e48\u65e2\u4e0d\u662f\u7f8e\u56fd\u7684\u201cAI\u4e03\u59d0\u59b9\u201d\uff0c\u4e5f\u4e0d\u662f\u4e2d\u56fd\u7684\u5927\u79d1\u6280\u516c\u53f8\uff0c\u800c\u662f\u7531DeepSeek\uff0c\u4e00\u5bb6\u6e90\u81ea\u4e2d\u56fd\u7684\u91cf\u5316\u79c1\u52df\u7814\u7a76\u56e2\u961f\uff0c\u5e26\u6765\u5982\u6b64\u60ca\u8273\u7684\u7a81\u7834\uff1f\u66f4\u6839\u672c\u7684\u95ee\u9898\u662f\uff0c\u8981\u5f15\u9886AI\u521b\u65b0\u7684\u7a81\u7834\uff0c\u5230\u5e95\u9700\u8981\u4ec0\u4e48\u6837\u7684\u80fd\u529b\uff1f<\/p>\n

    <\/span>
    \n\u7b80\u800c\u8a00\u4e4b\uff0cDeepSeek\u7684\u6210\u529f\u8868\u660e\uff0cAI \u4ea7\u4e1a\u53d1\u5c55\u5230\u4e86\u4eca\u5929\uff0c\u5df2\u7ecf\u5230\u4e86\u5de5\u7a0b\u5316\u521b\u65b0\u80fd\u529b\u5927\u5c55\u5b8f\u56fe\u7684\u9636\u6bb5\u3002<\/strong><\/p>\n

    <\/span>
    \n\u4e3a\u4e86\u7406\u89e3\u8fd9\u4e2a\u903b\u8f91\uff0c\u6211\u4eec\u4e0d\u59a8\u5148\u56de\u5934\u60f3\u4e00\u4e0b\uff0c\u5728\u8fc7\u53bb\u7684\u4e24\u5e74\u591a\u65f6\u95f4\u91cc\uff0cAI \u4ea7\u4e1a\u5df2\u7ecf\u8d70\u8fc7\u4e86\u54ea\u4e9b\u5173\u952e\u91cc\u7a0b\u3002<\/p>\n

    <\/span>
    \n\u53ef\u4ee5\u8bf4\uff0c\u5728\u8fc7\u53bb\u6570\u5e74\u4e2d\uff0cAI\u4ea7\u4e1a\u6700\u91cd\u8981\u7684\u4e24\u4e2a\u4ece0\u52301\u7684\u7a81\u7834\u6027\u539f\u521b\u6027\u8fdb\u5c55\uff0c\u90fd\u662f\u4ee5OpenAI\u4e3a\u4ee3\u8868\u7684\u7f8e\u56fd\u5927\u6a21\u578b\u4f01\u4e1a\u5e26\u6765\u7684\u3002OpenAI\u9996\u5148\u901a\u8fc7GPT\u7684\u6210\u529f\uff0c\u5411\u4e16\u754c\u8bc1\u660e\uff0c\u5145\u5206\u8fd0\u7528\u7b97\u529b\u7684\u7a81\u7834\u6765\u9884\u8bad\u7ec3\u6570\u636e\uff0c\u6784\u5efa\u5177\u5907\u751f\u6210\u5f0f\u80fd\u529b\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u662f\u50ac\u751f\u667a\u80fd\u7684\u6709\u6548\u8def\u5f84\uff1b\u4e5f\u7531\u6b64\uff0c\u4ece 2022 \u5e74\u672b ChatGPT \u6a2a\u7a7a\u51fa\u4e16\u5f00\u59cb\uff0c\u50ac\u751f\u4e86\u4e00\u7cfb\u5217\u7684\u9884\u8bad\u7ec3\u5927\u6a21\u578b\u3002<\/p>\n

    <\/span>
    \n\u622a\u81f3 2024 \u5e74\u4e0b\u534a\u5e74\uff0c\u6240\u6709\u4eba\u90fd\u5728\u60ca\u547c\u201c\u9884\u8bad\u7ec3\u649e\u5899\u201d\u201cGPT5 \u8fdf\u8fdf\u4e0d\u53d1\u201d\u65f6\uff0c\u5b9e\u9645\u4e0a\u662f\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b\u96be\u4ee5\u89e3\u7b54\u590d\u6742\u7684\u95ee\u9898\uff0c\u8fb9\u9645\u63d0\u5347\u7a7a\u95f4\u6709\u9650\u3002OpenAI\u5e26\u6765\u7684\u7b2c\u4e8c\u4e2a\u5173\u952e\u7a81\u7834\uff0c\u662f\u518d\u4e00\u6b21\u628a\u5168\u7403 AI \u5e26\u5165\u4e86\u63a8\u7406\u6a21\u578b\u7684\u65f6\u4ee3\uff0c\u5e76\u544a\u8bc9\u4e16\u754c\u201co1\u7684\u6838\u5fc3\u79d8\u5bc6\u5c31\u662f\u5f3a\u5316\u5b66\u4e60\u201d\uff0c\u63d0\u4f9b\u4e86\u540e\u8bad\u7ec3\u63a8\u7406\u6a21\u578b\u7684\u601d\u7ef4\u94fe\u6846\u67b6\u3002<\/p>\n

    <\/span>
    \n\u81f3\u6b64\uff0c\u7c7b\u4f3c\u4eba\u7c7b\u5feb\u601d\u8003\u80fd\u529b\u7684\u9884\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u4ee5\u53ca\u6162\uff08\u6df1\u5165\uff09\u601d\u8003\u80fd\u529b\u7684\u63a8\u7406\u5927\u6a21\u578b\uff0c\u5176\u4ece0\u52301\u7684\u8def\u5f84\u548c\u6846\u67b6\u5df2\u7ecf\u5728\u73b0\u9636\u6bb5\u6e05\u6670\u3002\u4f46\u56e0\u4e3a\u7b97\u529b\u6210\u672c\u9ad8\uff0c\u5b9e\u9645\u4f7f\u7528\u7387\u5f88\u4f4e\u3002\u636e\u6089\uff0c\u5230 2024 \u5e74\u5e95\uff0cChatGPT\u7528\u6237\u4e2d\uff0co1\u7684\u4f7f\u7528\u7387\u8fd8\u4e0d\u5230 5%\u3002\u5176\u4e2d\u6700\u91cd\u8981\u7684\u539f\u56e0\u5c31\u662f\u6280\u672f\u6210\u672c\u592a\u9ad8\uff0co\u7cfb\u5217\u7684\u5b9a\u4ef7\u5f88\u8d35\uff0c\u9700\u8981 200 \u7f8e\u91d1\/\u6708\u7684\u4ef7\u683c\u6765\u652f\u6491\u7b97\u529b\u9700\u6c42\u3002<\/p>\n

    <\/span>
    \n\u56e0\u6b64\uff0c\u5230\u4e86\u8fd9\u4e2a\u9636\u6bb5\uff0cAI\u4ea7\u4e1a\u6700\u6709\u4f4e\u5782\u679c\u5b9e\u6f5c\u529b\u7684\u9886\u57df\uff0c\u5b9e\u9645\u4e0a\u662f\u901a\u8fc7\u5de5\u7a0b\u5316\u7684\u80fd\u529b\uff0c\u201c\u4ece1\u523010\u201d\u5730\u5927\u5e45\u5ea6\u63d0\u5347\u6548\u7387\uff0c\u8fdb\u800c\u63a8\u5e7fAI\u6280\u672f\u7684\u666e\u53ca\u5e94\u7528\u3002\u7f8e\u56fd\u4f01\u4e1a\u56e0\u4e3a\u4e00\u76f4\u4eab\u53d7\u5148\u8fdb\u82af\u7247\u7684\u7ea2\u5229\uff0c\u4e5f\u5c31\u517b\u6210\u4e86\u4f9d\u8d56\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\u7684\u60ef\u6027\uff0c\u4f4e\u4f30\u6548\u7387\u63d0\u5347\u7684\u4ef7\u503c\u3002\u7136\u800c\uff0c\u5728\u7b97\u529b\u53d7\u9650\u7684\u80cc\u666f\u4e0b\uff0c\u4e2d\u56fdAI\u4f01\u4e1a\u4e0d\u5f97\u4e0d\u5c06\u7b97\u529b\u7684\u6709\u6548\u5229\u7528\u4f5c\u4e3a\u53d1\u5c55\u7684\u5fc5\u7136\u9009\u62e9\u3002DeepSeek\u51ed\u501f\u5176\u5f3a\u5927\u7684\u5de5\u7a0b\u5316\u521b\u65b0\u80fd\u529b\uff0c\u625b\u8d77\u4e86\u8fd9\u9762\u5927\u65d7\u3002DeepSeek \u7684\u8d70\u7ea2\uff0c\u53ef\u4ee5\u8bf4\u662f\u201c\u751f\u800c\u9022\u65f6\u201d\uff0c<\/strong><\/span>
    \n\u5176<\/span><\/strong>
    \n\u8d70<\/span><\/strong>
    \n\u7ea2\u5e76\u975e\u5076\u7136\uff0c\u53cd\u6620\u7684\u662f<\/span><\/strong>
    \n AI\u9769\u547d\u5df2\u7ecf\u53d1\u5c55\u5230\u4e86\u5de5\u7a0b\u5316\u521b\u65b0\u80fd\u529b\u80fd\u6536\u83b7\u4f4e\u5782\u679c\u5b9e\u7684\u9636\u6bb5<\/span><\/strong>
    \n\u3002 <\/p>\n

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

    04\uff5cDeepSeek \u4ee3\u8868\u7684\u521b\u65b0\u80fd\u529b\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/strong><\/span><\/h2>\n

    DeepSeek\u6240\u4ee3\u8868\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\u7684\u6210\u529f\uff0c\u6807\u5fd7\u7740\u8fd9\u6837\u7684\u5de5\u7a0b\u5316\u521b\u65b0\u53ef\u4ee5\u5728AI\u4ea7\u4e1a\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u5c55\u5f00\u3002\u4e2d\u56fd\u4f01\u4e1a\u5728\u5236\u9020\u4e1a\u9886\u57df\u79ef\u7d2f\u7684\u6df1\u539a\u5de5\u7a0b\u5316\u80fd\u529b\uff0c\u4e5f\u4f1a\u5728AI\u6a21\u578b\u7814\u53d1\u548c\u5e94\u7528\u9886\u57df\u8fdb\u5165\u4e00\u4e2a\u98de\u901f\u53d1\u5c55\u7684\u9ec4\u91d1\u9636\u6bb5\u3002<\/span><\/strong><\/p>\n

    \u5de5\u7a0b\u5316\u7684\u521b\u65b0\u80fd\u529b\u6216\u8bb8\u6ca1\u6709\u4ece0\u52301\u7684\u521b\u65b0\u90a3\u822c\u8000\u773c\uff0c\u4f46\u5176\u5bf9\u4ea7\u4e1a\u7684\u63a8\u52a8\u4f5c\u7528\u5374\u662f\u98a0\u8986\u6027\u7684\u3002DeepSeek\u7684\u51fa\u8272\u8868\u73b0\u5c31\u662f\u6700\u597d\u7684\u4f8b\u8bc1\u3002\u5b9e\u9645\u4e0a\uff0c\u4ece\u82af\u7247\u6548\u7387\u3001\u5927\u6a21\u578b\u6548\u7387\u3001\u5927\u6a21\u578b\u548c\u4e91\u8ba1\u7b97\u7ed3\u5408\u7684\u6548\u7387\u3001\u4ee5\u53caAI\u4ea7\u4e1a\u5e94\u7528\u843d\u5730\u7684\u6548\u7387\u4e0a\uff0c\u5de5\u7a0b\u5316\u521b\u65b0\u5728\u5404\u4e2a\u73af\u8282\u90fd\u62e5\u6709\u5de8\u5927\u6548\u80fd\u5347\u7ea7\u7684\u6f5c\u529b\uff0c\u4ece\u800c\u6539\u53d8AI\u80fd\u529b\u548c\u4ea7\u54c1\u4f53\u9a8c\u7684\u5de8\u5927\u7a7a\u95f4\u3002\u800c\u957f\u4e8e\u5236\u9020\u7684\u4e2d\u56fd\u4f01\u4e1a\u5f80\u5f80\u5177\u5907\u5de5\u7a0b\u5316\u521b\u65b0\u80fd\u529b\uff0c\u53ef\u4ee5\u5927\u5c55\u8eab\u624b\u3002<\/p>\n

    <\/span>
    \n\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u610f\u8bc6\u5230\u5de5\u7a0b\u5316\u521b\u65b0\u7684\u5de8\u5927\u4ef7\u503c\uff0c\u5177\u5907\u521b\u65b0\u601d\u7ef4\uff0c\u662f\u81f3\u5173\u91cd\u8981\u7684\u8d77\u70b9\u3002DeepSeek\u521b\u59cb\u4eba\u6881\u6587\u5cf0\u66fe\u6307\u51fa\uff1a\u201c\u521b\u65b0\u7684\u6210\u672c\u80af\u5b9a\u4e0d\u4f4e\uff0c\u8fc7\u53bb\u90a3\u79cd\u62ff\u6765\u4e3b\u4e49\u7684\u60ef\u6027\u4e5f\u548c\u8fc7\u53bb\u7684\u56fd\u60c5\u6709\u5173\u3002\u4f46\u73b0\u5728\uff0c\u4f60\u770b\u65e0\u8bba\u4e2d\u56fd\u7684\u7ecf\u6d4e\u4f53\u91cf\uff0c\u8fd8\u662f\u5b57\u8282\u3001\u817e\u8baf\u8fd9\u4e9b\u5927\u5382\u7684\u5229\u6da6\uff0c\u653e\u5728\u5168\u7403\u90fd\u4e0d\u4f4e\u3002\u6211\u4eec\u521b\u65b0\u7f3a\u7684\u80af\u5b9a\u4e0d\u662f\u8d44\u672c\uff0c\u800c\u662f\u7f3a\u4e4f\u4fe1\u5fc3\u4ee5\u53ca\u4e0d\u77e5\u9053\u600e\u4e48\u7ec4\u7ec7\u9ad8\u5bc6\u5ea6\u7684\u4eba\u624d\u5b9e\u73b0\u6709\u6548\u7684\u521b\u65b0\u3002\u201d<\/span>
    \n<\/p>\n

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

    \u7b2c\u56db\u90e8\u5206<\/strong><\/span><\/h1>\n

    DeepSeek\u73b0\u8c61\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/strong><\/span><\/p>\n

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


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

    01\uff5cChatGPT\u73b0\u8c61\u6240\u5b9a\u4e49\u7684AI\u7ecf\u6d4e\u5b66\uff08AI Economics\uff09\u548c\u89c4\u6a21\u5b9a\u5f8b\uff08Scaling Law\uff09<\/strong><\/span><\/p>\n

    <\/span> <\/h2>\n

    \u5982\u679c\u6211\u4eec\u53ea\u662f\u628aDeepSeek\u73b0\u8c61\u7684\u7406\u89e3\u505c\u7559\u5728\u4e2a\u522b\u4f01\u4e1a\u7684\u6210\u529f\uff0c\u4f1a\u9519\u8fc7\u5bf9AI\u7ecf\u6d4e\u5b66\u7684\u628a\u63e1\u3002\u6240\u8c13AI\u7ecf\u6d4e\u5b66\uff0c\u6307\u7684\u662fAI\u4f5c\u4e3a\u4e00\u79cd\u6280\u672f\u8981\u7d20\uff0c\u5982\u4f55\u5f71\u54cd\u7ecf\u6d4e\u548c\u5546\u4e1a\u7684\u6838\u5fc3\u89c4\u5f8b\u3002<\/p>\n

    <\/span>
    \nAltman\u628aAI\u7ecf\u6d4e\u5b66\u5206\u6210\u201c\u6280\u672f<\/span>
    \n\u2014<\/span>
    \n\u89c4\u6a21\u5b9a\u5f8b<\/span>
    \n\u2014<\/span>
    \n\u4ef7\u503c\u521b\u9020\u201d\u4e09\u5c42\u8868\u8ff0\u3002\u8fd9\u4e09\u5c42\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5176\u4e2d\u7f3a\u5931\u7684\u5173\u952e\u73af\u8282\uff0c\u662f\u6280\u672f\u7684\u6295\u5165\u95e8\u69db\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u51b3\u5b9a\u6709\u591a\u5c11\u73a9\u5bb6\u53ef\u4ee5\u53c2\u4e0e\uff0c\u51b3\u5b9a\u8fd9\u662f\u4e00\u4e2a\u5be1\u5934\u5546\u4e1a\uff0c\u8fd8\u662f\u666e\u60e0\u5546\u4e1a\u3002<\/p>\n

    <\/span>
    \n\u7b80\u800c\u8a00\u4e4b\uff0c\u7531OpenAI\u5960\u5b9a\u7684\u667a\u80fd\u9769\u547d\u7684\u7b2c\u4e00\u9636\u6bb5\uff0c\u5176\u6838\u5fc3\u7279\u5f81\u662f\u7f8e\u56fd\u4e3b\u5bfc\u7684\u5be1\u5934\u5546\u4e1a\uff0c\u56e0\u4e3a\u6295\u5165\u529b\u5ea6\u7684\u8981\u6c42\u51b3\u5b9a\u4e86\u89c4\u6a21\u5b9a\u5f8b\u53ea\u80fd\u88ab\u5f88\u5c11\u7684\u73a9\u5bb6\u5728\u8d1f\u8d23\u5b9e\u73b0\uff0c\u521b\u65b0\u6210\u672c\u662f\u51b3\u5b9a\u4ea7\u4e1a\u683c\u5c40\u7684\u5173\u952e\u3002\u800cDeepSeek\u7684\u7a81\u7834\uff0c\u4f1a\u6539\u53d8\u8fd9\u4e00\u8def\u5f84\uff0c\u5927\u5927\u63a8\u52a8AI\u7684\u666e\u53ca\u3002<\/p>\n

    <\/span>
    \n\u56e0\u4e3a\u521b\u65b0\u6210\u672c\u7684\u5927\u5e45\u5ea6\u4e0b\u964d\uff0c\u539f\u6765\u5be1\u5934\u8d1f\u8d23\u7684\u89c4\u6a21\u5b9a\u5f8b\uff0c\u4f1a\u53d8\u6210\u666e\u60e0\u6027\u7684\u89c4\u6a21\u5b9a\u5f8b\u3002\u539f\u6765\u7684\u5be1\u5934AI\u5546\u4e1a\uff0c\u4f1a\u53d8\u6210\u666e\u60e0AI\u5546\u4e1a\u3002<\/p>\n

    <\/span>
    \n\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u800c\u8a00\uff0cDeepSeek\u7684\u7a81\u7834\uff0c\u6539\u53d8\u4e86AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\u3002<\/p>\n

    <\/span>
    \n\u6211\u4eec\u5148\u6765\u770b<\/span><\/strong>ChatGPT\u73b0\u8c61\u80cc\u540e\u7684AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b<\/span><\/strong>\u3002<\/span><\/span>
    \n<\/p>\n

    <\/span>
    \n\u5728ChatGPT\u73b0\u8c61\u4e3b\u5bfc\u7684\u8fc7\u53bb\u51e0\u5e74\u4e2d\uff0cAI\u7684\u5927\u529b\u6295\u5165\u548c\u50a8\u5907\u7b97\u529b\uff0c\u4ee5\u53ca\u548c\u89c4\u6a21\u5b9a\u5f8b\u7684\u7ed3\u5408\uff0c\u4e5f\u5c31\u662fAltman\u63d0\u5230\u7684\u524d\u4e24\u4e2a\u89c4\u5f8b\uff0c\u4e2d\u6587\u5e38\u5e38\u8bd1\u4e3a\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\uff0c\u88ab\u8ba4\u4e3a\u662f\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u552f\u4e00\u8def\u5f84\u3002<\/p>\n

    <\/span>
    \n\u7b97\u529b\u4e4b\u6240\u4ee5\u5982\u6b64\u91cd\u8981\uff0c\u5982\u5f3a\u5316\u5b66\u4e60\u4e4b\u7236Richard Sutton\u4e8e2019\u5e74\u5728\u7ecf\u5178\u6587\u7ae0\u300a\u82e6\u6da9\u7684\u6559\u8bad\u300b\u4e2d\u53cd\u601d\uff0c\u201c\u957f\u8fdc\u6765\u770b\uff0c\u7b97\u529b\u624d\u662f\u771f\u6b63\u7684\u51b3\u80dc\u56e0\u7d20\u3002\u5386\u53f2\u7684\u7ecf\u9a8c\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u544a\u8beb\u6211\u4eec\uff0cAI\u7814\u7a76\u8005\u5e38\u5e38\u8bd5\u56fe\u5c06\u4eba\u7c7b\u7684\u77e5\u8bc6\u704c\u8f93\u5230AI\u7b97\u6cd5\u4e2d\uff0c\u8fd9\u79cd\u505a\u6cd5\u5728\u77ed\u671f\u5185\u901a\u5e38\u6709\u6548\uff0c\u5e76\u4e14\u5e26\u6765\u4e2a\u4eba\u6210\u5c31\u611f\u548c\u865a\u8363\u5fc3\u3002\u4f46\u957f\u8fdc\u6765\u770b\uff0c\u5b83\u4f1a\u9020\u6210\u74f6\u9888\uff0c\u751a\u81f3\u963b\u788d\u8fdb\u4e00\u6b65\u53d1\u5c55\u3002\u6700\u7ec8\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u5f80\u5f80\u6e90\u4e8e\u4e00\u79cd\u622a\u7136\u4e0d\u540c\u7684\u601d\u8def\uff0c\u5373\u901a\u8fc7\u641c\u7d22\u548c\u5b66\u4e60\u6765\u6269\u5c55\u7b97\u529b\u89c4\u6a21\u3002\u800c\u90a3\u4e9b\u6700\u7ec8\u7684\u6210\u529f\u5f80\u5f80\u662f\u82e6\u6da9\u7684\uff0c\u96be\u4ee5\u4e0b\u54bd\uff0c\u56e0\u4e3a\u7b97\u529b\u7684\u6210\u529f\uff0c\u610f\u5473\u7740\u5bf9\u6211\u4eec\u4ee5\u4eba\u7c7b\u4e3a\u4e2d\u5fc3\u7684\u56fa\u6709\u601d\u7ef4\u548c\u865a\u8363\u5fc3\uff0c\u662f\u4e00\u8bb0\u54cd\u4eae\u7684\u8033\u5149\u3002\u201d<\/p>\n

    <\/span>
    \n\u5728\u4f01\u4e1a\u5c42\u9762\uff0c\u7b97\u529b\u519b\u5907\u7ade\u8d5b\u662f\u52a0\u5165\u6e38\u620f\u7684\u524d\u63d0\u6761\u4ef6\uff0c\u8fd9\u51b3\u5b9a\u4e86\u6700\u9886\u5148\u7684AI\uff0c\u5f80\u5f80\u53ea\u662f\u5c11\u6570\u73a9\u5bb6\u7684\u6e38\u620f\u3002\u5176\u4e2d\uff0c\u6700\u5178\u578b\u7684\u4ee3\u8868\u5c31\u662f\u7f8e\u80a1\u79d1\u6280\u516c\u53f8\u201c\u4e03\u59d0\u59b9\u201d\u3002\u8fd9\u4e9b\u516c\u53f8\u6210\u4e3aAltman\u63d0\u5230\u7684\u4e09\u6761\u89c4\u5f8b\u7684\u4e3b\u8981\u627f\u8f7d\u8005\u548c\u53d7\u76ca\u8005\u3002\u5177\u4f53\u800c\u8a00\uff1a<\/span>
    \n\u2460 <\/span>\u5728\u7b97\u529b\u50a8\u5907\u4e0a\uff0c\u4ee5\u82f1\u4f1f\u8fbe\u7684<\/span>
    \n H100 <\/span>
    \n\u91c7\u8d2d\u91cf\u4e3a\u4f8b\uff0c\u4e03\u59d0\u59b9\u53ca\u5176\u76f8\u5173\u516c\u53f8\u7684\u91c7\u8d2d\u91cf\u5360\u4e86<\/span>
    \n 90%<\/span>
    \n\u4ee5\u4e0a\u3002<\/span>
    \n
    <\/span>
    \n\u2461 <\/span>\u5728\u6295\u8d44\u4e0a\uff0c\u5305\u62ec\u4e03\u59d0\u59b9\u5728\u5185\u7684<\/span>
    \n10 <\/span>
    \n\u5bb6\u79d1\u6280\u516c\u53f8\u7684<\/span>
    \n 2025 <\/span>
    \n\u5e74\u8d44\u672c\u652f\u51fa\u8ba1\u5212\uff0c\u5c31\u5df2\u7ecf\u76f8\u5f53\u4e8e\u5f53\u5e74\u7f8e\u56fd\u963f\u6ce2\u7f57\u767b\u6708\u8ba1\u5212\u7684\u603b\u6295\u5165\u3002<\/span>
    \n
    <\/span>
    \n\u2462 <\/span>\u5728<\/span>
    \n AI <\/span>
    \n\u5e94\u7528\u4e0a\uff0c\u4e03\u59d0\u59b9\u4e5f\u662f\u6700\u9886\u5148\u7684\uff0c\u65e0\u8bba\u662f\u628a\u81ea\u5df1\u539f\u6709\u7684\u4e1a\u52a1\u548c<\/span>
    \n AI <\/span>
    \n\u7ed3\u5408\uff0c\u8fd8\u662f\u6295\u8d44\u5e76\u8d2d\u4e00\u4e9b\u660e\u661f<\/span>
    \n AI <\/span>
    \n\u521d\u521b\u516c\u53f8\u3002\u4ec5<\/span>
    \n 2024 <\/span>
    \n\u5e74\u4e0a\u534a\u5e74\uff0c\u4e03\u59d0\u59b9\u901a\u8fc7\u98ce\u6295\u6d3b\u52a8\u5411<\/span>
    \nAI<\/span>
    \n\u516c\u4ea7\u4e1a\u6295\u8d44\u4e86<\/span>
    \n248<\/span>
    \n\u4ebf\u7f8e\u5143\uff0c\u8d85\u8fc7\u4e86\u82f1\u56fd\u6bcf\u5e74\u7684\u98ce\u6295\u603b\u989d\uff0c\u8fd9\u4e9b\u6295\u8d44\u8986\u76d6\u4e86\u4ece<\/span>
    \nAI<\/span>
    \n\u82af\u7247\u3001\u5927\u6a21\u578b\uff0c\u5230\u4eba\u5f62\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u3001<\/span>
    \nAI<\/span>
    \n\u533b\u7597\u7b49\u5404\u4e2a\u9886\u57df\u3002<\/span>
    \n
    <\/span>
    \n\u2463 <\/span>\u5728\u5e02\u503c\u4e0a\uff0c\u4e03\u59d0\u59b9\u8d21\u732e\u4e86<\/span>
    \n 2024 <\/span>
    \n\u5e74\u6807\u666e<\/span>
    \n 500<\/span>
    \n\u8d85\u8fc7<\/span>
    \n 50%<\/span>
    \n\u7684\u6da8\u5e45\uff0c\u5b83\u4eec\u7684\u5e02\u503c\u52a0\u8d77\u6765\uff0c\u5df2\u7ecf\u5360\u4e86\u6574\u4e2a\u6807\u666e<\/span>
    \n 500 <\/span>
    \n\u5e02\u503c\u7684<\/span>
    \n1\/3 <\/span>
    \n\u4ee5\u4e0a\uff0c\u751a\u81f3\u63a5\u8fd1\u4e86\u4e2d\u56fd\u7684<\/span>
    \n GDP <\/span>
    \n\u603b\u548c\u3002<\/span>
    \n\u4e5f\u56e0\u6b64\uff0c\u534e\u5c14\u8857\u8457\u540d\u5bf9\u51b2\u57fa\u91d1\u6d51\u6c34\u7684\u521b\u59cb\u4eba Carson Block \u5728 2024 \u5e74 10 \u6708\u7684\u4e00\u6b21\u91c7\u8bbf\u4e2d\u66fe\u8bf4\uff1a\u201c\u4e0d\u8981\u60f3\u592a\u591a\uff0c\u95ed\u4e0a\u773c\u775b\uff0c\u4e70\u5165\u7f8e\u80a1\u4e03\u59d0\u59b9\uff0c\u5c31\u4f1a\u6709\u6536\u83b7\u3002\u201d<\/p>\n

    <\/span>
    \n\u6240\u4ee5\u5728ChatGPT\u73b0\u8c61\u4e3b\u5bfc\u7684\u8fc7\u53bb2\u5e74\u591a\u4e2d\uff0cAltman\u603b\u7ed3\u7684\u4e09\u4e2a\u89c4\u5f8b\u6240\u63cf\u8ff0\u7684\u6700\u4e3b\u8981\u7684\u73a9\u5bb6\uff0c\u662f\u7f8e\u56fd\u7684\u82af\u7247\u3001\u5927\u6a21\u578b\u3001\u4e91\u8ba1\u7b97\u548c\u6570\u5b57\u5316\u5e94\u7528\u573a\u666f\u6700\u4e30\u5bcc\u7684\u5927\u578b\u79d1\u6280\u4f01\u4e1a\uff0c\u5177\u5907\u9c9c\u660e\u7684\u5730\u57df\u548c\u5be1\u5934\u7279\u5f81\u3002<\/p>\n

    <\/span>
    \n\u8fd9\u4e2a\u7279\u5f81\u662f\u5982\u6b64\u7684\u9c9c\u660e\uff0c\u4ee5\u81f3\u4e8e\u7f8e\u56fd\u653f\u5e9c\u8ba4\u4e3aAI\u6280\u672f\u7684\u53d1\u5c55\uff0c\u5fc5\u7136\u662f\u7f8e\u56fd\u4f01\u4e1a\u5728AI\u4ef7\u503c\u94fe\u7684\u4e3b\u8981\u73af\u8282\u4e3b\u5bfc\uff0c\u6162\u6162\u5411\u5916\u90e8\u4e16\u754c\u6e17\u900f\u3002\u4e5f\u57fa\u4e8e\u6b64\uff0c\u7f8e\u56fd\u653f\u5e9c\u4e8e2025\u5e741\u6708\u53d1\u5e03\u4e86\u300a\u7f8e\u56fdAI\u6269\u6563\u6846\u67b6\u300b\uff0c\u610f\u56fe\u901a\u8fc7\u5bf9\u82af\u7247\u548c\u5927\u6a21\u578b\u80fd\u529b\u7684\u63a7\u5236\uff0c\u6765\u51b3\u5b9aAI\u6280\u672f\u5728\u5168\u4e16\u754c\u4e0d\u540c\u533a\u57df\u548c\u56fd\u5bb6\u7684\u6e17\u900f\u8282\u594f\u548c\u7a0b\u5ea6\u3002<\/p>\n

    <\/span>
    \n\u7279\u6717\u666e\u653f\u5e9c\u4e0a\u53f0\u7b2c\u4e8c\u5929\uff0c\u5728\u7f8e\u56fd\u653f\u5e9c\u7684\u4e3b\u5bfc\u4e0b\uff0cOpenAI\u548c\u8f6f\u94f6\u7684\u5b59\u6b63\u4e49\u3001\u7532\u9aa8\u6587\u516c\u53f8\u4e00\u8d77\u6210\u7acb\u4e86\u201c\u661f\u9645\u4e4b\u95e8\u201d\u8ba1\u5212\uff0c\u8fd9\u4e2a\u8ba1\u5212\u7684\u76ee\u6807\u4e4b\u4e00\u5c31\u662f\u5728\u56db\u5e74\u5185\u6295\u8d44 5000 \u4ebf\u7f8e\u5143\uff0c\u4e3aOpenAI\u63d0\u4f9b\u7b97\u529b\uff0c\u7ee7\u7eed\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\uff0c\u8ffd\u6c42\u7f8e\u56fd\u5728AGI\u4e2d\u7684\u7edf\u6cbb\u5730\u4f4d\u3002<\/p>\n

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

    02\uff5cDeepSeek\u73b0\u8c61\uff1a\u5982\u4f55\u6539\u53d8AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\uff1f<\/strong><\/span><\/h2>\n

    DeepSeek\u73b0\u8c61\uff0c\u56e0\u4e3a\u6539\u53d8\u4e86\u5305\u62ec\u89c4\u6a21\u5b9a\u5f8b\u7684AI\u7ecf\u6d4e\u5b66\uff0c\u5c06\u4f1a\u6539\u53d8ChatGPT\u73b0\u8c61\u6240\u5b9a\u4e49\u7684\u4ea7\u4e1a\u683c\u5c40\u3002<\/span><\/strong><\/span><\/p>\n

    \u867d\u7136\u5982Altman \u6240\u8bf4\u7684\u90a3\u6837\uff0c\u4e09\u6761\u89c4\u5f8b\u201c\u770b\u4e0d\u5230\u505c\u6b62\u7684\u7406\u7531\u201d\uff0c\u4f46\u8c01\u662f\u4e09\u6761\u89c4\u5f8b\u7684\u73a9\u5bb6\uff0c\u5c06\u4f1a\u88ab\u6df1\u523b\u6539\u53d8\u3002<\/p>\n

    <\/span>
    \n\u5728\u4e09\u6761\u89c4\u5f8b\u4e2d\uff0c\u7b2c\u4e8c\u6761\uff0c\u5373\u89c4\u6a21\u5b9a\u5f8b\u7684\u529b\u5ea6\uff0c\u5bf9\u4e8eAI\u4ea7\u4e1a\u7684\u53d1\u5c55\u81f3\u5173\u91cd\u8981\u3002\u5c31\u5728OpenAI \u7684o1\u6a21\u578b\u53d1\u5e03\u4e0d\u4e45\uff0c\u9ec4\u4ec1\u52cb\u5728\u82f1\u4f1f\u8fbe2024\u5e74\u7b2c\u4e09\u5b63\u5ea6\u4e1a\u7ee9\u53d1\u5e03\u4f1a\u4e2d\u6307\u51fa\uff1a\u201c\u9884\u8bad\u7ec3\u7684\u89c4\u5f8b\u5b9a\u5f8b\uff08scaling law\uff09\u6ca1\u6709\u7ed3\u675f\uff0c\u800c\u4e14\u66f4\u91cd\u8981\u7684\u662f\u6211\u4eec\u53d1\u73b0\u4e86\u53e6\u5916\u4e24\u79cd\u89c4\u6a21\u5b9a\u5f8b\uff0c\u4e00\u662f\u540e\u8bad\u7ec3\u7684\u89c4\u6a21\u5b9a\u5f8b\uff0c\u4e8c\u662f\u63a8\u7406\u65f6\u95f4\u7684\u89c4\u6a21\u5b9a\u5f8b\u3002\u52a0\u8d77\u6765\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u540c\u65f6\u9762\u5bf9\u4e09\u79cd\u89c4\u6a21\u5b9a\u5f8b\uff0c\u56e0\u6b64\uff0c\u5bf9\u6211\u4eec\u7684\u57fa\u7840\u8bbe\u65bd\u9700\u6c42\u771f\u7684\u975e\u5e38\u5927\u3002\u201d<\/p>\n

    <\/span>
    \n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe13\"
    \n\u89c4\u6a21\u5b9a\u5f8b\u672c\u8d28\u4e0a\u5f3a\u8c03\u7684\uff0c\u662f\u6210\u672c\u4e0b\u964d\u7684\u901f\u5ea6\uff0c\u5373\u6210\u672c\u4e0b\u964d\u5e26\u6765\u7684\u9700\u6c42\u6269\u5f20<\/span><\/strong>
    \n\u3002\u800c\u8fd9\u662fDeepSeek\u73b0\u8c61\u4e4b\u6240\u4ee5\u91cd\u8981\u7684\u5173\u952e\uff1a\u8c01\u80fd\u591f\u6700\u5feb\u3001\u6700\u5927\u5e45\u5ea6\u5730\u964d\u4f4e\u6210\u672c\uff0c\u8c01\u5c31\u80fd\u83b7\u5f97\u9700\u6c42\uff0c\u6210\u4e3a\u6709\u7ade\u4e89\u529b\u7684\u73a9\u5bb6\u3002<\/p>\n

    <\/span>
    \n\u4ee5DeepSeek\u4e3a\u4ee3\u8868\u7684\u4e2d\u56fdAI\u65b0\u52bf\u529b\uff0c\u5df2\u7ecf\u901a\u8fc7\u4e00\u6d41\u7684\u6a21\u578b\u80fd\u529b\u548c\u6700\u4f4e\u7684\u6210\u672c\u7ec4\u5408\uff0c\u6539\u53d8\u4e86AI\u670d\u52a1\u7684\u6210\u672c\u7ed3\u6784\uff0c\u4e5f\u5c31\u6539\u53d8\u4e86AI\u4ea7\u4e1a\u7684\u73a9\u5bb6\u683c\u5c40\u3002AI\u53d1\u5c55\u5230\u4eca\u5929\uff0c\u80fd\u628a\u5de5\u7a0b\u5316\u521b\u65b0\u80fd\u529b\u548cAI\u80fd\u529b\u7ed3\u5408\u7684\u4f01\u4e1a\uff0c\u65e0\u8bba\u662f\u4e0d\u662f\u539f\u6765\u610f\u4e49\u4e0a\u7684\u79d1\u6280\u5927\u516c\u53f8\uff0c\u90fd\u53ef\u4ee5\u662fAI\u4ea7\u4e1a\u7684\u73a9\u5bb6\u3002<\/strong><\/p>\n

    <\/span>
    \n\u5728 DeepSeek \u8d70\u7ea2\u4e4b\u540e\uff0c\u5f88\u591a\u4eba\u90fd\u5f00\u59cb\u8ba8\u8bba\u4e00\u4e2a\u53e4\u8001\u7684\u7ecf\u6d4e\u5b66\u6982\u5ff5\uff1a\u201c\u6770\u6587\u65af\u6096\u8bba\uff08Jevons Paradox\uff09\u201d\uff1a\u610f\u601d\u662f\u5f53\u4e00\u79cd\u8d44\u6e90\u7684\u4f7f\u7528\u6548\u7387\u63d0\u9ad8\u65f6\uff0c\u8fd9\u9879\u8d44\u6e90\u7684\u603b\u4f53\u6d88\u8d39\u91cf\u5f80\u5f80\u4f1a\u589e\u52a0\u800c\u4e0d\u662f\u51cf\u5c11\u3002\u8fd9\u4e2a\u6982\u5ff5\u57281865 \u5e74\u88ab\u63d0\u51fa\u65f6\uff0c\u4e3b\u8981\u7528\u4e8e\u89e3\u91ca\u5f53\u65f6\u7164\u70ad\u4f7f\u7528\u6548\u7387\u8d8a\u6765\u8d8a\u9ad8\uff0c\u4f46\u7164\u70ad\u7684\u6d88\u8d39\u91cf\u5374\u4ee5\u66f4\u5feb\u7684\u901f\u5ea6\u589e\u957f\u3002\u5728DeepSeek \u8d70\u7ea2\u540e\uff0c\u5fae\u8f6f\u9996\u5e2d\u6267\u884c\u5b98\u7eb3\u5fb7\u62c9\u7387\u5148\u5f15\u51fa\u8fd9\u4e2a\u6982\u5ff5\uff0c\u610f\u601d\u662f\uff0c\u4ee5DeepSeek\u4e3a\u4ee3\u8868\u7684\u66f4\u9ad8\u6548\u7684\u7b97\u6cd5\u5de5\u7a0b\uff0c\u5176\u771f\u6b63\u610f\u4e49\u5728\u4e8e\u89e3\u9501\u66f4\u591a\u7684\u573a\u666f\u548c\u5e94\u7528\uff0c\u4ece\u800c\u63a8\u52a8\u6574\u4f53\u7b97\u529b\u9700\u6c42\u7684\u589e\u957f\u3002<\/p>\n

    <\/span>
    \n\u8fd9\u5f53\u7136\u662f\u5bf9\u7684\uff0c\u4f46\u8fd9\u91cc\u6ca1\u6709\u88ab\u8ba8\u8bba\u5230\u7684\uff0c\u662f\u53ef\u4ee5\u53c2\u4e0e\u7684\u73a9\u5bb6\u5927\u5927\u6539\u53d8\u4e86\u3002<\/p>\n

    <\/span>
    \n\u9664\u4e86\u6280\u672f\u8def\u7ebf\u7684\u900f\u660e\u5ea6\u548c\u6210\u672c\u5927\u5e45\u5ea6\u964d\u4f4e\u4e4b\u5916\uff0c\u6539\u53d8\u89c4\u6a21\u5b9a\u5f8b\u7684\u7b2c\u4e09\u4e2a\u56e0\u7d20\u662f\u5f00\u6e90\u6a21\u5f0f\u3002<\/span><\/strong>
    \n<\/p>\n

    <\/span><\/strong>
    \nDeepSeek\u63d0\u4f9b\u6bd4Llama\u66f4\u52a0\u5f00\u653e\u7684\u5f00\u6e90\u6a21\u5f0f\uff0c\u88ab\u4e1a\u754c\u76db\u8d5e\u3002\u7845\u8c37\u8457\u540d\u98ce\u6295\u5bb6\u3001a16z\u521b\u59cb\u4eba Marc Andreessen\u5728\u8bc4\u4ef7DeepSeek-R1\u79f0\uff1a\u201c\u4f5c\u4e3a\u5f00\u6e90\u9879\u76ee\uff0c\u8fd9\u662f\u5bf9\u4e16\u754c\u7684\u4e00\u4efd\u6df1\u8fdc\u9988\u8d60 (As open source, a profound gift to the world)\u3002\u201d\u827e\u4f26\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\uff08Allen Institute for AI\uff09\u7684\u7814\u7a76\u79d1\u5b66\u5bb6Nathan Lambert<\/span>\u6307\u51fa\uff1a\u201cDeepseek \u662f\u524d\u6cbf\u6a21\u578b\u4e2d\u6700\u5f00\u653e\u7684\u6a21\u578b\u4e4b\u4e00\uff0c\u4ed6\u4eec\u5728\u4f20\u64ad AI \u77e5\u8bc6\u65b9\u9762\u505a\u5f97\u975e\u5e38\u51fa\u8272\uff1a\u4ed6\u4eec\u7684\u8bba\u6587\u975e\u5e38\u8be6\u7ec6\uff0c\u5bf9\u4e16\u754c\u5404\u5730\u7684\u5176\u4ed6\u56e2\u961f\u800c\u8a00\uff0c\u4e5f\u5728\u63d0\u5347\u8bad\u7ec3\u6280\u672f\u65b9\u9762\u975e\u5e38\u5177\u6709\u53ef\u64cd\u4f5c\u6027\u3002DeepSeek-R1 \u6a21\u578b\u91c7\u7528\u4e86\u975e\u5e38\u5bbd\u677e\u7684 MIT \u8bb8\u53ef\u534f\u8bae\u3002\u8fd9\u610f\u5473\u7740\u6ca1\u6709\u4e0b\u6e38\u9650\u5236\uff0c\u53ef\u4ee5\u7528\u4e8e\u5546\u4e1a\u7528\u9014\uff0c\u6ca1\u6709\u7528\u4f8b\u9650\u5236\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u6a21\u578b\u7684\u8f93\u51fa\u521b\u5efa\u5408\u6210\u6570\u636e……\uff08\u4f60\u4f1a\u770b\u5230\uff09\u771f\u6b63\u7684\u5f00\u6e90\u7cbe\u795e\u5728\u4e8e\u5171\u4eab\u77e5\u8bc6\uff0c\u63a8\u52a8\u521b\u65b0\u3002\u201d<\/p>\n

    <\/span>
    \n\u66f4\u52a0\u5f00\u6e90\u5206\u4eab\u7684\u6a21\u5f0f\uff0c\u4e5f\u5c31\u66f4\u5bb9\u6613\u5438\u5f15\u66f4\u591a\u73a9\u5bb6\u7684\u53c2\u4e0e\u3002\u622a\u81f3 1 \u6708 28 \u65e5\uff0c\u4e0a\u7ebf\u77ed\u77ed\u51e0\u5929\u65f6\u95f4\uff0c\u5728HuggingFace\u793e\u533a\u91cc\uff0c\u7528DeepSeek-R1\u642d\u5efa\u7684\u6a21\u578b\u5df2\u7ecf\u81f3\u5c11\u6709670\u4e2a\uff0c\u7d2f\u8ba1\u4e0b\u8f7d\u91cf\u8d85320\u4e07\u6b21\uff0c\u65e5\u589e\u901f\u7ea630%\uff1bDeepSeek-R1\u7684\u4e0b\u8f7d\u91cf\u8d85\u8fc770\u4e07\u6b21\uff0c\u65e5\u589e\u901f\u7ea6 40%\u3002\u5982\u56fe12\u4e2d\u7684\u53f3\u4fa7\u9ec4\u8272\u66f2\u7ebf\u6240\u793a\uff0cDeepSeek\u7684\u53d7\u6b22\u8fce\u7a0b\u5ea6\uff08\u70b9\u8d5e\u91cf\uff09\u51e0\u4e4e\u662f\u4ee5 90 \u5ea6\u5782\u76f4\u5411\u4e0a\u589e\u957f\uff0c\u5df2\u7ecf\u8d85\u8fc7\u4e86 Llama\uff0c\u5230 2 \u6708 6 \u65e5\u5df2\u7ecf\u4f4d\u5c45\u7b2c\u4e8c\u3002<\/p>\n

    <\/span>
    \n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe14\"
    \n\u5728DeepSeek\u4e4b\u524d\uff0c\u53e6\u4e00\u4e2a\u4ee3\u8868\u4e2d\u56fd\u66f4\u52a0\u5f7b\u5e95\u7684\u5f00\u6e90\u6a21\u5f0f\u7684\u4ee3\u8868\u662f\u901a\u4e49\u5343\u95ee\u3002\u5728Huggingface\u793e\u533a\u4e2d\uff0cQwen \u7684\u884d\u751f\u6a21\u578b\u6570\u91cf\u5df2\u7a81\u78349.6 \u4e07\uff0c\u4f4d\u5c45\u5168\u7403\u7b2c\u4e00\uff0c\u8d85\u8d8a Llama\u3002\u800c\u4e14\uff0c\u793e\u533a\u6392\u540d\u524d\u5341\u7684\u5f00\u6e90\u5927\u6a21\u578b\u5168\u90e8\u662f\u57fa\u4e8e\u901a\u4e49\u5343\u95eeQwen \u5f00\u6e90\u6a21\u578b\u4e8c\u6b21\u8bad\u7ec3\u7684\u884d\u751f\u6a21\u578b\uff08\u56fe13\uff09\u3002<\/p>\n

    <\/span>
    \n2025 \u5e741\u670831\u65e5\uff0c\u5728Reddit\u4e0a\u7684\u4e00\u573a\u7ebf\u4e0aAMA\uff08ask me anything\uff09\u4e2d\uff0c OpenAI\u9996\u5e2d\u6267\u884c\u5b98Sam Altman\u9996\u6b21\u627f\u8ba4\uff1a\u201c\u6211\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u6211\u4eec\u5728\u8fd9\u91cc\u7ad9\u5728\u4e86\u5386\u53f2\u7684\u9519\u8bef\u4e00\u8fb9\uff0c\u9700\u8981\u627e\u51fa\u4e00\u4e2a\u4e0d\u540c\u7684\u5f00\u6e90\u7b56\u7565\u3002\u201d<\/p>\n

    <\/span>
    \n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe15\"
    \n <\/p>\n

    03\uff5cDeepSeek\u6539\u53d8\u7684AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\u6b63\u5728\u53d1\u6325\u4f5c\u7528<\/strong><\/span><\/p>\n

    <\/span> <\/h2>\n

    \u6211\u4eec\u53ef\u4ee5\u505a\u4e00\u4e2a\u5c0f\u7ed3\uff0c\u4e5f\u662f\u8fd9\u7bc7\u6587\u7ae0\u6700\u91cd\u8981\u7684\u7ed3\u8bba\uff0c\u5373<\/span><\/strong>
    \nDeepSeek\u4e4b\u6240\u4ee5\u80fd\u88ab\u89c6\u4e3a\u4e00\u79cd\u73b0\u8c61\uff0c\u4e3b\u5bfc\u672a\u6765 AI \u53d1\u5c55\u7684\u65b0\u9636\u6bb5\uff0c\u662f\u56e0\u4e3aDeepSeek\u6539\u53d8\u4e86AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\u3002<\/p>\n

    <\/span><\/strong>
    \n\u901a\u8fc7\u66f4\u52a0\u6e05\u6670\u900f\u660e\u7684\u6280\u672f\u8def\u7ebf\u5206\u4eab\u3001\u521b\u65b0\u5e26\u6765\u7684\u5927\u5e45\u5ea6\u6a21\u578b\u7814\u53d1\u548c\u4f7f\u7528\u7684\u6210\u672c\u4e0b\u964d\u3001\u4ee5\u53ca\u66f4\u52a0\u5f7b\u5e95\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u4ee5<\/span><\/strong>
    \nDeepSeek\u548c\u901a\u4e49\u5343\u95ee\u4e3a\u4ee3\u8868\u7684\u4e2d\u56fdAI\u65b0\u52bf\u529b\uff0c\u4f7f\u5f97\u539f\u6765\u7684\u4ee5\u7f8e\u56fd\u5927\u79d1\u6280\u516c\u53f8\u4e3b\u5bfc\u7684\u5be1\u5934\u89c4\u6a21\u5b9a\u5f8b\uff0c\u8f6c\u53d8\u4e3a\u66f4\u52a0\u666e\u60e0\u7684\u89c4\u6a21\u5b9a\u5f8b\uff08Inclusive Scaling Law\uff09\u3002\u8fd9\u79cd\u8f6c\u53d8\u610f\u5473\u7740AI\u4ea7\u4e1a\u7684\u73a9\u5bb6\u4e0d\u518d\u5c40\u9650\u4e8e\u7f8e\u56fd\u7684\u79d1\u6280\u5de8\u5934\u548c\u4ea7\u4e1a\u9f99\u5934\uff0c\u800c\u662f\u6269\u5c55\u5230\u5168\u7403\u4ea7\u4e1a\u4e2d\u66f4\u591a\u533a\u57df\u548c\u591a\u5f97\u591a\u7684\u73a9\u5bb6\u3002AI\u5e94\u7528\u7684\u666e\u53ca\u5c06\u4f1a\u5728\u5168\u7403\u8303\u56f4\u5185\u8fc5\u901f\u63a8\u8fdb\u3002<\/p>\n

    <\/span><\/strong>
    \n\u5bf9\u6210\u672c\u4ef7\u683c\u7684\u51b2\u51fb\uff0c\u6807\u5fd7\u7740\u65b0\u7684\u666e\u60e0\u7248\u7684\u89c4\u6a21\u5b9a\u5f8b\u5df2\u7ecf\u5728\u53d1\u751f\u5f71\u54cd\u3002<\/span><\/strong><\/span>
    \n<\/p>\n

    <\/span>
    \n\u4f5c\u4e3a\u5bf9\u4ee5\u4e0a\u6838\u5fc3\u7ed3\u8bba\u7684\u9a8c\u8bc1\uff0c\u6211\u4eec\u6700\u540e\u8ba8\u8bba\u4e00\u4e0bAI\u4f7f\u7528\u4ef7\u683c\u7684\u5927\u5e45\u5ea6\u4e0b\u964d\uff0c\u4e5f\u5c31\u662f\u89c4\u6a21\u5b9a\u5f8b\u7684\u5177\u4f53\u4f53\u73b0\uff0c\u5df2\u7ecf\u660e\u663e\u5728\u88ab\u4e2d\u56fd\u4f01\u4e1a\u63a8\u52a8\u3002<\/p>\n

    <\/span>
    \n\u4e00\u4e2a\u9c9c\u4e3a\u4eba\u77e5\u7684\u4e8b\u5b9e\u662f\uff0c\u5982\u56fe14\u6240\u793a\uff0c2024 \u5e745\u6708\uff0c\u5728\u4e2d\u56fd\u5927\u9646\u7684\u5927\u6a21\u578bAPI\u4ef7\u683c\u6218\uff0c\u5176\u5b9e\u5c31\u662f\u7531DeepSeek\u53d1\u8d77\u7684\u3002\u5f53\u65f6\u5df2\u7ecf\u5e94\u7528\u4e86MLA\u548cMoE\u7b49\u591a\u9879\u5de5\u7a0b\u4f18\u5316\u6280\u672f\u7684DeepSeek-v2\u6a21\u578b\uff0c\u5728\u6548\u7387\u4e0a\u5df2\u7ecf\u53ef\u4ee5\u505a\u5230\u5728\u6781\u4f4e\u7684\u4ef7\u683c\u4e0b\u4ecd\u7136\u76c8\u5229\uff0c\u5b83\u5e26\u6765\u7684\u7ed3\u679c\uff0c\u662f\u8feb\u4f7f\u56fd\u5185\u5927\u4f01\u4e1a\u548cAI\u521b\u4e1a\u4f01\u4e1a\u7684\u4e00\u81f4\u8ddf\u8fdb\u3002\u52302025\u5e742\u6708\uff0c\u4e2d\u56fd\u5927\u6a21\u578b\u7684\u4f7f\u7528\u4ef7\u683c\uff0c\u5df2\u7ecf\u8fdc\u8fdc\u4f4e\u4e8e\u7f8e\u56fd\u3002\u4ee5OpenAI\u4e3a\u4ee3\u8868\u7684\u7f8e\u56fd\u5927\u6a21\u578b\u4f01\u4e1a\uff0c\u5728\u4e0d\u65ad\u964d\u4f4e\u5e94\u7528\u4ef7\u683c\uff0c\u968f\u7740\u4e2d\u56fd\u5927\u6a21\u578b\u4f01\u4e1a\u7684\u5168\u7403\u5316\uff0c\u8fd9\u4e00\u8d8b\u52bf\u4f1a\u6301\u7eed\u548c\u63d0\u901f\u3002<\/p>\n

    <\/span>
    \n\"DeepSeek\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff1a\u65b0\u7684AI\u7ecf\u6d4e\u5b66\u63d2\u56fe16\"
    \n\u53ef\u4ee5\u9884\u89c1\u7684\u662f\uff0c\u968f\u7740DeepSeek\u7684\u900f\u660e\u5206\u4eab\uff0c\u4ee5\u53ca\u514d\u8d39\u5f00\u6e90\u6a21\u578b\uff0c\u5b83\u4f1a\u5e26\u6765\u5168\u7403\u8303\u56f4\u5185\u6a21\u578b\u6548\u7387\u7684\u6574\u4f53\u63d0\u5347\uff0c\u771f\u6b63\u5b9e\u73b0\u63a8\u7406\u7684\u666e\u60e0\u3002\u5728\u672a\u6765\u7684\u51e0\u4e2a\u6708\u7684\u65f6\u95f4\u91cc\uff0c\u63a8\u7406\u5927\u6a21\u578b\u4f1a\u548c\u57fa\u7840\u5927\u6a21\u578b\u4e00\u8d77\u5728\u5168\u7403\u8303\u56f4\u5185\u88ab\u5feb\u901f\u5e73\u6c11\u5316\uff0c\u8fdb\u800c\u63a8\u52a8AI\u6280\u672f\u771f\u6b63\u5e94\u7528\u5230\u751f\u6d3b\u548c\u5de5\u4f5c\u573a\u666f\u4e2d\u3002<\/p>\n

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

    \u7ed3\u8bed<\/strong><\/span><\/p>\n

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

    AI\u6280\u672f\u5c31\u662f\u901a\u8fc7\u73b0\u8c61\u7ea7\u7684\u7a81\u7834\u6765\u6539\u53d8\u4e16\u754c\u7684\u3002\u5728ChatGPT\u53d1\u5e032\u5468\u5e74\u4e4b\u540e\uff0cDeepSeek\u6210\u4e3a\u7b2c\u4e8c\u4e2a\u73b0\u8c61\u7ea7\u4ea7\u54c1\u3002\u5982\u4f55\u7406\u89e3\u73b0\u8c61\u80cc\u540e\u7684\u903b\u8f91\uff0c\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

    <\/span><\/strong>
    \n\u5728\u672c\u7bc7\u5206\u6790\u4e2d\uff0c\u6211\u4eec\u5f97\u51fa\u4e09\u4e2a\u4e3b\u8981\u7ed3\u8bba\uff1a<\/span> <\/p>\n

    \u7b2c\u4e00\uff0cDeepSeek\u7684\u6210\u529f\uff0c\u662f\u4e00\u4e2a\u98a0\u8986\u5f0f\u7a81\u7834\u3002<\/strong><\/span><\/p>\n

    <\/strong><\/p>\n

    DeepSeek\u5c06\u5f88\u5feb\u8d85\u8fc7ChatGPT\uff0c\u6210\u4e3a\u4e16\u754c\u4e0a\u65e5\u6d3b\u6700\u9ad8\u7684\u5927\u6a21\u578b\u3002\u5176\u6210\u529f\u7684\u80cc\u540e\uff0c\u4e0e\u8fc7\u53bb\u5f62\u6210\u7684\u9884\u671f\u4e0d\u540c\uff0c\u662f\u4e2d\u56fdAI\u65b0\u52bf\u529b\u57fa\u672c\u8ffd\u5e73\u4e86\u7f8e\u56fd\u6700\u5148\u8fdb\u7684\u5927\u6a21\u578b\u6c34\u5e73\uff0c\u7f8e\u56fd\u5927\u6a21\u578b\u548c\u4e2d\u56fd\u5927\u6a21\u578b\u4e4b\u95f4\u7684\u5dee\u8ddd\u4e0d\u662f\u5728\u62c9\u5f00\uff0c\u800c\u662f\u5728\u62c9\u5e73\u3002<\/span><\/p>\n

    \u4e0e\u6b64\u540c\u65f6\uff0c\u4e2d\u56fd\u5927\u6a21\u578b\u6210\u672c\u53ea\u6709\u7f8e\u56fd\u5927\u6a21\u578b\u767e\u5206\u4e4b\u51e0\u5230\u767e\u5206\u4e4b\u5341\u7684\u6c34\u5e73\u3002\u5728\u4e2d\u56fd\u4f01\u4e1a\u7b97\u529b\u4e0a\u88ab\u9650\u5236\u7684\u60c5\u51b5\u4e0b\uff0cDeepSeek\u63a2\u7d22\u51fa\u4e86\u4e00\u6761\u72ec\u7279\u7684\u4e2d\u56fd\u5f0fAI\u521b\u65b0\u8def\u5f84\uff1a\u6700\u4e00\u6d41\u7684\u5927\u6a21\u578b\u6c34\u5e73\uff0c\u6700\u4f4e\u7684\u6210\u672c\uff0c\u8fd9\u6837\u4e00\u4e2a\u68a6\u5e7b\u7ec4\u5408\uff0c\u624d\u662fDeepSeek\u4f53\u73b0\u51fa\u7684\u6700\u91cd\u8981\u7684\u65b0\u7a81\u7834\u3002\u4ece\u4ea7\u4e1a\u683c\u5c40\u7684\u89c6\u89d2\u770b\uff0c\u8fd9\u4e2a\u7a81\u7834\u662f\u98a0\u8986\u5f0f\u7684\u3002<\/span><\/p>\n

    \u7b2c\u4e8c\uff0cDeepSeek\u7684\u6210\u529f\uff0c\u6539\u53d8\u4e86AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\u3002<\/span><\/strong><\/p>\n<\/p>\n

    <\/p>\n

    DeepSeek\u7ed9\u4e16\u754c\u5e26\u6765\u7684\u662f\u66f4\u52a0\u6e05\u6670\u7684\u6280\u672f\u8def\u7ebf\uff0c\u5927\u5e45\u5ea6\u964d\u4f4e\u7684\u5f00\u53d1\u548c\u5e94\u7528\u6210\u672c\uff0c\u4ee5\u53ca\u66f4\u52a0\u5f00\u6e90\u7684\u6a21\u5f0f\uff0c\u8fd9\u4e9b\u4f1a\u6839\u672c\u6539\u53d8\u4e0a\u4e00\u4e2a\u9636\u6bb5\u7684AI\u4ea7\u4e1a\u7684\u7ecf\u6d4e\u903b\u8f91\u3002\u539f\u672c\u4ee5\u5be1\u5934\u4e3a\u6838\u5fc3\u73a9\u5bb6\u7684\u89c4\u5f8b\u5b9a\u5f8b\u6b63\u5728\u5411\u666e\u60e0\u578b\u7684\u5b9a\u5f8b\uff08Inclusive Scaling Law\uff09\u8f6c\u53d8\u3002\u8fd9\u79cd\u65b0\u7684\u89c4\u6a21\u5b9a\u5f8b\u5c06\u63a8\u52a8AI\u6280\u672f\u7684\u666e\u53ca\u5316\uff0c\u8ba9\u66f4\u591a\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u80fd\u591f\u53c2\u4e0e\u5230AI\u7684\u5e94\u7528\u548c\u521b\u65b0\u4e2d\u3002<\/span><\/p>\n

    \u7b2c\u4e09\uff0cDeepSeek\u73b0\u8c61\uff0c\u4ee3\u8868\u7740\u4e0eChatGPT\u9636\u6bb5\u975e\u5e38\u4e0d\u540c\u7684\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u6b63\u5728\u5f00\u542f\u3002<\/span><\/strong><\/p>\n<\/p>\n


    <\/strong><\/p>\n

    \u4e0eChatGPT\u65f6\u4ee3\u4e0d\u540c\uff0c\u672a\u6765\u7684AI\u4ea7\u4e1a\u73a9\u5bb6\u5c06\u4e0d\u518d\u5c40\u9650\u4e8e\u7f8e\u56fd\u7684\u79d1\u6280\u5de8\u5934\u6216\u4e2d\u7f8e\u4e24\u56fd\u7684\u7ade\u4e89\uff0c\u800c\u662f\u6269\u5c55\u5230\u5168\u7403\u66f4\u591a\u533a\u57df\u548c\u66f4\u591a\u53c2\u4e0e\u8005\u3002DeepSeek\u7684\u5d1b\u8d77\u4e0d\u4ec5\u63a8\u52a8\u4e86AI\u6280\u672f\u7684\u666e\u60e0\u5316\uff0c\u4e5f\u4e3a\u5168\u7403\u5316\u4e0eAI\u6280\u672f\u7684\u7ed3\u5408\u5e26\u6765\u4e86\u4e58\u6570\u6548\u5e94\u3002<\/span><\/p>\n

    \n

    *\u672c\u6587\u4e3a\u539f\u521b\u5185\u5bb9\uff0c\u7248\u6743\u5f52\u4e3a\u6eaa\u6240\u6709\u3002\u6b22\u8fce\u6587\u672b\u5206\u4eab\u3001\u70b9\u8d5e\u3001\u5728\u770b\u4e09\u8fde\u3002\u672a\u7ecf\u8bb8\u53ef\uff0c\u4e25\u7981\u590d\u5236\u3001\u8f6c\u8f7d\u3001\u7be1\u6539\u6216\u518d\u53d1\u5e03\u3002<\/span>
    <\/span><\/p>\n

    \u25bc<\/span><\/strong><\/span><\/strong><\/span> <\/p>\n


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

    \u9648\u9f99\u6559\u6388<\/strong><\/span>
    \n\u4e3a\u6eaa\u521b\u59cb\u4eba\u3001\u7f57\u6c49\u5802\u79d8\u4e66\u957f \u6e56\u7554\u521b\u7814\u4e2d\u5fc3\u6267\u884c\u6559\u80b2\u957f <\/p>\n

    <\/p>\n

    <\/span><\/strong>
    \n2014-2023 \u5e74\uff0c\u9648\u9f99\u6559\u6388\u5148\u540e\u62c5\u4efb\u8682\u8681\u91d1\u670d\u9996\u5e2d\u6218\u7565\u5b98\u3001\u7f57\u6c49\u5802\u603b\u88c1\u3001\u963f\u91cc\u5df4\u5df4\u53ef\u6301\u7eed\u53d1\u5c55\u7ba1\u7406\u59d4\u5458\u4f1a\u4e3b\u5e2d\u3001\u963f\u91cc\u5df4\u5df4\u96c6\u56e2\u6218\u7565\u89c4\u5212\u603b\u88c1\uff0c\u963f\u91cc\u5df4\u5df4\u7814\u7a76\u7406\u4e8b\u4f1a\u5b66\u672f\u4e3b\u5e2d\uff0c\u5e76\u517c\u4efb\u56fd\u9645\u8d27\u5e01\u57fa\u91d1\u7ec4\u7ec7\u91d1\u878d\u79d1\u6280\u9ad8\u7ea7\u987e\u95ee\uff0c\u4e2d\u56fd\u4eba\u6c11\u94f6\u884c\u4e92\u8054\u7f51\u91d1\u878d\u7814\u7a76\u4e2d\u5fc3\u526f\u4e3b\u4efb\u7b49\u804c\u52a1\u3002<\/span>
    \n
    <\/span>
    \n\u9648\u9f99\u6559\u6388\u5728\u591a\u4f26\u591a\u5927\u5b66\u53d6\u5f97\u91d1\u878d\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5e76\u5728\u534e\u76db\u987f\u5927\u5b66\u5965\u6797\u5546\u5b66\u9662\u83b7\u5f97\u7ec8\u8eab\u6559\u6388\uff0c\u56de\u56fd\u540e\u5728\u957f\u6c5f\u5546\u5b66\u9662\u4efb\u526f\u9662\u957f\uff0c\u5e76\u521b\u7acb\u5de5\u5546\u7ba1\u7406\u535a\u58eb\uff08DBA\uff09\u9879\u76ee\uff0c\u540c\u65f6\u62c5\u4efb\u6821\u53cb\u7406\u4e8b\u4f1a\u7406\u4e8b\u957f\u3002<\/span>
    \n

    \n
    <\/strong>
    \n\u90d1\u51ef\u6587\u200d\u200d\u200d\u200d\u200d<\/span><\/strong><\/strong>
    \n\u4e3a\u6eaa\u9ad8\u7ea7\u7814\u7a76\u5458\u200d<\/span>\u200d<\/span>
    <\/span> <\/span> <\/strong> <\/span> <\/strong>
    \n\u957f\u671f\u805a\u7126\u5546\u4e1a\u6218\u7565\u3001AI \u4e0e\u6570\u5b57\u5316\u7b49\u9886\u57df\u7814\u7a76\u3002<\/span>
    \n
    <\/span> <\/strong><\/strong>
    \n
    \u58eb\u68ee<\/span> \u4e3a\u6eaa\u7814\u7a76\u5458<\/strong><\/strong> <\/strong>
    \n

    \n\u957f\u671f\u805a\u7126\u4e8eAI\u3001\u6570\u5b57\u5316\u76f8\u5173\u9886\u57df\u7814\u7a76\u3002<\/span>
    \n
    <\/strong><\/strong>
    \n\u25bc<\/span><\/strong><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/span>
    \n\u70b9\u51fb\u9605\u8bfb<\/strong><\/span>
    \n
    <\/strong><\/span>
    \n <\/p>\n

    \u4e3a\u6eaa\u793e\u533a\u5206\u4eab<\/p>\n<\/p>\n

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

    <\/p>\n

    \n

    <\/p>\n

    <\/p>\n

    \u4e3a\u6eaa\u5546\u4e1a\u6d1e\u5bdf<\/strong><\/p>\n

    <\/strong><\/strong><\/p>\n

    <\/strong><\/p>\n

    <\/strong> <\/p>\n

    <\/strong><\/strong><\/p>\n

    <\/strong><\/p>\n

    \u4e3a\u6eaa\u5b8f\u89c2\u6d1e\u5bdf<\/strong><\/p>\n


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

    <\/strong><\/p>\n


    <\/strong><\/strong><\/p>\n

    <\/strong><\/p>\n


    <\/strong><\/strong><\/p>\n

    <\/p>\n

    <\/p>\n

    \u25bc<\/strong><\/span><\/p>\n


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

    \u5173\u4e8e\u4e3a\u6eaa<\/strong><\/span><\/p>\n

         <\/p>\n

         <\/strong>\u4e3a\u6eaa\u81f4\u529b\u4e8e\u966a\u4f34VUCA\uff08\u52a8\u8361\u3001\u4e0d\u5b9a\u3001\u590d\u6742\u3001\u6a21\u7cca\uff09\u65f6\u4ee3\u7684\u4f01\u4e1a\u5bb6\u4e92\u76f8\u6c72\u53d6\u667a\u6167\uff0c\u7fa4\u4f53\u8fdb\u5316\u3002\u4e3a\u6eaa\u7684\u6838\u5fc3\u7406\u5ff5\u6e90\u81ea\u300a\u9053\u5fb7\u7ecf\u300b\uff1a\u201c\u4e3a\u5929\u4e0b\u6eaa\u8c37\uff0c\u4f34\u4e07\u7269\u751f\u957f\u201d\uff0c\u5176\u613f\u529b\u662f\u80fd\u591f\u5982\u6eaa\u8c37\u822c\u8c26\u5351\u5f00\u653e\uff0c\u540c\u65f6\u4e0d\u65ad\u6c72\u53d6\u751f\u547d\u6eaa\u6c34\uff0c\u4fdd\u6301\u9965\u6e34\u548c\u751f\u957f\u3002Stay humble\uff0cStay hungry\u3002<\/span><\/p>\n

    \n

    <\/strong><\/strong><\/span><\/strong><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

    \u4ee5DeepSeek\u4e3a\u4ee3\u8868\u7684\u4e2d\u56fd\u5f0f\u521b\u65b0\uff0c\u6539\u53d8\u4e86AI\u7ecf\u6d4e\u5b66\u548c\u89c4\u6a21\u5b9a\u5f8b\uff0c\u5c06\u4f1a\u6df1\u523b\u5f71\u54cd\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u3002 \u672c\u6587\u5c06\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206\u6df1\u5165\u5256\u6790DeepSeek\u73b0\u8c61\u53ca\u5176\u5bf9\u5168\u7403AI\u4ea7\u4e1a\u7684\u6df1\u8fdc\u5f71\u54cd\uff1a \u7b2c\u4e00\u90e8\u5206\uff5c\u4e00\u4e2a\u65b0\u7684\u5168\u7403\u65e5\u6d3b\u6700\u9ad8\u7684\u5927\u6a21\u578b\u5373\u5c06\u8bde\u751f \u7b2c\u4e8c\u90e8\u5206\uff5cDeepSeek\u505a\u5230\u4e86\u4ec0\u4e48\uff1f \u7b2c\u4e09\u90e8\u5206\uff5cDeepSeek\u662f\u5982\u4f55\u505a\u5230\u7684\uff1f \u7b2c\u56db\u90e8\u5206\uff5c\u201cDeepSeek\u73b0\u8c61\u201d\u610f\u5473\u7740\u4ec0\u4e48\uff1f \u4e00\u4e2a\u65b0\u7684\u5168\u7403\u65e5\u6d3b\u6700\u9ad8\u7684\u5927\u6a21\u578b\u5373\u5c06\u8bde\u751f 01\uff5cAI \u9769\u547d\u65f6\u4ee3\u4e0b\u7684\u201cDeepSeek\u73b0\u8c61\u201d 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