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action\uff0c\u4f20\u7edf\u641c\u7d22\u6ca1\u6709\u529e\u6cd5\u5fc5\u987b\u8df3\u5230\u5916\u90e8 website \u843d\u5730\uff0c\u4f46 agent \u4e0d\u662f\u8fd9\u6837\uff0cagent \u4e0d\u662f\u8f6f\u4ef6\uff0c\u800c\u662f\u6570\u5b57\u5458\u5de5\uff0c\u53ef\u4ee5\u7ed9\u7528\u6237\u66f4\u7ec8\u6781\u7684\u4e1c\u897f\u7684\u65f6\u5019\uff1b<\/p>\n<p>Lovart \u521b\u59cb\u4eba\u9648\u5195\u7b2c\u4e00\u6b21\u6765\u529e\u516c\u5ba4\u8ddf\u6211\u89c1\u9762\u7684\u65f6\u5019\u53ea\u8bb2\u4e86 15 \u5206\u949f\uff0c\u4f46\u4ed6\u90a3\u79cd\u5c11\u89c1\u7684\u6280\u672f\u3001\u4ea7\u54c1\u548c\u5ba1\u7f8e\u4e8e\u4e00\u4f53\u7f55\u89c1\u7684\u7ec4\u5408\uff0c\u8ba9\u6211\u76f4\u63a5\u7ed9\u6295\u8d44\u56e2\u961f\u53d1\u5fae\u4fe1\uff0c\u4eca\u5929\u52a1\u5fc5\u5728\u529e\u516c\u5ba4\u91cc\u9501\u4f4f\u4ed6\u65f6\u5019\uff1b<\/p>\n<p>\u8fd8\u6709\u7b2c\u4e00\u6b21\u89c1\u821e\u808c\u521b\u59cb\u4eba\u6f58\u97eb\u54f2\uff0c\u4ed6\u7a7f\u7740\u77ed\u88e4\u548c T 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src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/5b\/73\/5b734677b7aeb7d970b825764ba95981.jpg\"\/><\/p>\n<p>\u7406\u60f3\u4e0a\u5e02\u65f6\u9ec4\u660e\u660e\u4e0e\u674e\u60f3\uff08\u5de6\uff09\u5408\u5f71\uff5c\u56fe\u7247\u6765\u6e90\uff1a\u660e\u52bf\u521b\u6295<\/p>\n<p>\u00a0<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u7406\u60f3\u5176\u5b9e\u5f53\u65f6\u633a\u5f02\u7c7b\u7684\uff0c\u5148\u505a 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VC \u542c\u61c2\uff0c\u6240\u4ee5\u5c31\u505a\u7eaf\u7535\u3002\u7406\u60f3\u8bf4\uff0c\u6211\u8fd9\u4e2a\u8f66\u662f\u7ed9\u4e2d\u56fd\u7684\u5e7f\u5927\u7528\u6237\u7528\u7684\uff0c\u4e0d\u662f\u7ed9 VC \u548c\u6295\u8d44\u4eba\u542c\u7684\u3002<\/p>\n<p><strong>\u8fd9\u662f\u6211\u4eec\u559c\u6b22\u7684\u521b\u59cb\u4eba\u7c7b\u578b\u2014\u2014\u4e0d to VC\u3001\u4e0d to \u8206\u8bba\uff0c\u7528\u7b2c\u4e00\u6027\u539f\u7406\u548c\u6280\u672f\u53bb\u771f\u6b63\u89e3\u51b3\u7528\u6237\u7684\u95ee\u9898<\/strong>\u3002\u6709\u8da3\u7684\u662f\uff0c\u6211\u4eec\u6295\u7684\u90fd\u662f\u8fd9\u6837\u7684\u4eba\uff0c\u4f46\u8fd9\u6837\u7684\u4eba\u5728\u4e00\u5f00\u59cb\u5f80\u5f80\u4e0d\u88ab\u6295\u8d44\u5708\u548c\u4e3b\u6d41\u5a92\u4f53\u8ba4\u53ef\uff0c\u4e8e\u662f\u5c31\u7ed9\u5927\u5bb6\u7559\u4e0b\u4e86\u300c\u660e\u52bf\u6295\u7684\u90fd\u662f\u5f02\u7c7b\u300d\u7684\u5370\u8c61\u3002<\/p>\n<p>\u6211\u8bf4\u53e5\u5fc3\u91cc\u8bdd\uff0c\u6211\u4eec\u4e5f\u5f88\u7fa1\u6155\u90a3\u79cd\u6295\u4e86\u65e9\u671f\u9879\u76ee\u3001\u4e00\u5e74\u878d\u4e09\u8f6e\u3001\u4f30\u503c\u7ffb\u4e94\u500d\u5341\u500d\u7684\u3002\u7ed9 LP \u770b\u591a\u597d\u770b\u3002\u4f46\u540e\u6765\u60f3\u901a\u4e86\u2014\u2014\u6211\u4eec\u53ea\u80fd\u6295\u6211\u4eec\u559c\u6b22\u7684\u3001\u6211\u4eec\u76f8\u4fe1\u7684\u4eba\u3002\u90a3\u4e9b\u4e0d\u5728\u6211\u4eec\u5ba1\u7f8e\u504f\u597d\u91cc\u7684\uff0c\u8fd9\u4e2a\u94b1\u4e0d\u8be5\u6211\u4eec\u8d5a\uff0c\u5c31\u4e0d\u8d5a\u4e86\u3002<\/p>\n<p>\u5173\u4e8e\u4ece\u7406\u60f3\u5230 MiniMax \u8fd9\u4e24\u4e2a\u9879\u76ee\uff0c\u6211\u8fd8\u60f3\u8865\u5145\u4e00\u4e24\u70b9\u3002<\/p>\n<p>\u6211\u8bf4\u6211\u4eec\u8fd0\u6c14\u6bd4\u8f83\u597d\uff0c\u771f\u7684\u4e0d\u662f\u51e1\u5c14\u8d5b\u6216\u8005\u8c26\u865a\u3002\u6bcf\u4e2a VC 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\u5c42\u7ed3\u6784\uff1a\u4ece\u80fd\u6e90\u5c42\u667a\u80fd\u7535\u7f51\u7684\u81ea\u52a8\u4ea4\u6613\u7cfb\u7edf\uff0c\u5230\u4eca\u5929\u5927\u70ed\u7684 AIDC \u8ba1\u7b97\u3001\u5149 IO\uff0c\u5230 AI Infra\uff0c\u5230\u6a21\u578b\u5c42\uff0c\u518d\u5230\u5934\u90e8\u7684 Agent \u548c AI \u786c\u4ef6\uff0c\u6211\u4eec\u4ece 4 \u5e74\u524d\u5c31\u5f00\u59cb\u7cfb\u7edf\u6027\u7684\u5e03\u5c40\u3002<\/p>\n<p>\u4f46\u8fd9\u91cc\u9762\u662f\u6709\u8fd0\u6c14\u6210\u5206\u7684\u2014\u2014\u6bd4\u5982\u6211\u4eec\u662f\u4e2d\u56fd 2014 \u5e74\u6700\u65e9\u6295\u5de5\u4e1a\u673a\u5668\u4eba\u7684\uff0c\u4f46\u5927\u90e8\u5206\u5de5\u4e1a\u673a\u5668\u4eba\u9879\u76ee\u90fd\u300c\u9635\u4ea1\u300d\u4e86\uff0c\u90a3\u6ce2\u4e5f\u6ca1\u8dd1\u51fa\u5de8\u5927\u7684\u516c\u53f8\u6765\u3002<\/p>\n<p>\u56e0\u4e3a\u6211\u4eec\u4e00\u76f4\u5728\u79d1\u6280\u8d5b\u9053\u91cc\u753b\u5708\uff0c\u753b\u7740\u753b\u7740\u5c31\u753b\u5230\u4e86 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GPT-3\u2026\u2026\u90a3\u5c31\u662f\u5728\u5439\u725b\u4e86\u3002<strong>\u5c31\u662f\u4f60\u5728\u81ea\u5df1\u76f8\u4fe1\u7684\u9886\u57df\u91cc\u6301\u7eed\u753b\u5708\uff0c\u6301\u7eed\u627e\u4f60\u559c\u6b22\u7684\u521b\u59cb\u4eba\uff0c\u53ef\u80fd\u6211\u4eec\u753b\u7684\u8fd9\u4e2a\u5708\u8fd0\u6c14\u6bd4\u8f83\u597d\uff0c\u4e2d\u56fd\u7684\u79d1\u6280\u786e\u5b9e\u5728\u7206\u53d1<\/strong>\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a 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12 \u4e2a\u6708\u7684 MiniMax<\/strong><\/h2>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a AI \u65f6\u4ee3\uff0c\u660e\u52bf\u62bc\u4e2d\u4e86 MiniMax\u3002\u7406\u60f3\u662f\u5171\u8bc6\u8d5b\u9053\u91cc\u7684\u975e\u5171\u8bc6\u8def\u7ebf\uff0cMiniMax \u7684\u60c5\u51b5\u6709\u70b9\u4e0d\u4e00\u6837\u5427\uff1f<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u5bf9\uff0c\u4e24\u4e2a\u4e0d\u592a\u4e00\u6837\u3002\u6295\u7406\u60f3\u7684\u65f6\u5019\uff0cEV \u8d5b\u9053\u5df2\u7ecf\u662f\u521b\u6295\u5708\u534a\u660e\u724c\u7684\u72b6\u6001\uff0c\u6211\u4eec\u5728\u91cc\u9762\u9009\u4e86\u4e00\u4e2a\u975e\u5171\u8bc6\u7684\u521b\u59cb\u4eba\u548c\u975e\u5171\u8bc6\u7684\u8def\u7ebf\u3002<strong>MiniMax \u662f\u5728 2021 \u5e74\u5e95\u6211\u4eec\u5c31\u5f00\u59cb\u63a5\u89e6\u4e86\uff0c\u90a3\u4e2a\u65f6\u5019\u8bf4\u5b9e\u8bdd\u662f AI \u6bd4\u8f83\u9ed1\u6697\u7684\u65f6\u523b<\/strong>\u2014\u2014\u5f53\u5e74 AI \u56db\u5c0f\u9f99\u751f\u6b7b\u5b58\u4ea1\uff0c\u4e0a\u4e00\u6ce2\u4ee5\u89c6\u89c9\u8bc6\u522b\u4e3a\u4e3b\u7684 AI \u90fd\u9047\u5230\u4e86\u74f6\u9888\u3002<\/p>\n<p>\u5f53\u65f6\u6ca1\u6709\u4eba\u5728\u8bb2 Transformer\uff0c\u6ca1\u6709\u4eba\u5728\u8bb2 GPT-3\u3002Transformer \u7684 paper \u662f 2017 \u5e74\u5c31\u53d1\u4e86\uff0cGPT-3 \u662f 2021 \u5e74\uff0c\u5df2\u7ecf\u80fd\u770b\u5230 scaling law \u5728 LLM \u521d\u6b65\u663e\u73b0\uff0c\u4f46\u5927\u4f17\u8fd8\u4e0d\u77e5\u9053\u3002\u5927\u591a\u6570\u540c\u884c\u4e5f\u8fd8\u6ca1\u6ce8\u610f\u5230\u8fd9\u4e00\u70b9\u3002\u771f\u6b63\u5f15\u7206\u662f 2022 \u5e74 11 \u6708 ChatGPT \u53d1\u5e03\u3002<strong>\u6211\u4eec\u53bb\u8ddf MiniMax \u8c08\u7684\u65f6\u5019\uff0c\u5927\u6982\u662f ChatGPT \u53d1\u5e03\u7684 12 \u4e2a\u6708\u4e4b\u524d\uff0c\u5b8c\u5168\u662f\u975e\u5171\u8bc6\uff0c\u6ca1\u6709\u4eba\u6ce8\u610f\u7684\u8d5b\u9053<\/strong>\u3002<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/ba\/ea\/baea898db782713c896e2397aac9bcad.jpg\"\/><\/p>\n<p>\u9ec4\u660e\u660e\u548c\u95eb\u4fca\u6770\uff08\u5de6\uff09\u5728\u4f1a\u8bae\u4e0a\u7684\u5bf9\u8c08\uff5c\u56fe\u7247\u6765\u6e90\uff1a\u660e\u52bf\u521b\u6295<\/p>\n<p>\u00a0<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u7b2c\u4e00\u6b21\u89c1\u95eb\u4fca\u6770\u662f\u4ec0\u4e48\u65f6\u5019\u3001\u4ec0\u4e48\u573a\u5408\uff1f<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u662f 2021 \u5e74\u5e95\u3002\u673a\u7f18\u5de7\u5408\uff0c\u662f\u6211\u7684\u4e00\u4e2a\u4ea4\u5927\u5e08\u5f1f\u2014\u2014\u7c73\u54c8\u6e38\u7684\u521b\u59cb\u4eba\uff0c\u5927\u4f1f\u54e5\uff08\u5218\u4f1f\uff09\u2014\u2014\u8ddf\u6211\u8bf4\uff0c\u300c\u660e\u660e\u5e08\u5144\uff0c\u6211\u89c9\u5f97\u751f\u6210\u5f0f AI 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Transformer\uff0c\u63d0\u5230\u4e86 AGI\uff0c\u4f46\u5b9e\u8bdd\u5b9e\u8bb2\uff0c\u5927\u591a\u6570\u6211\u4eec\u90fd\u6ca1\u592a\u5927\u611f\u89c9\u3002\u5f53\u65f6\u5e02\u573a\u5c1a\u672a\u51fa\u73b0\u5bf9\u5927\u6a21\u578b\u6295\u8d44\u7684\u7cfb\u7edf\u6027\u7814\u7a76\uff0c\u4f46\u6211\u4eec\u5728\u6295\u4e86\u7406\u60f3\u540e\uff0c\u590f\u4ee4\u5f88\u65e9\u5c31\u5173\u6ce8\u5230\u57fa\u4e8e Transformer \u67b6\u6784\u7684\u7aef\u5230\u7aef\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u8def\u5f84\u3002\u6240\u4ee5\u968f\u540e\u95eb\u4fca\u6770\u8c08\u5230\u7684\u7aef\u5230\u7aef\u6570\u636e\u9a71\u52a8\u3001AI1.0 \u5230 AI2.0 \u7684\u8de8\u8d8a\uff0c\u5f7b\u5e95\u89e6\u52a8\u4e86\u6211\u548c\u56e2\u961f\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u90a3\u4e2a\u65f6\u5019 AGI \u8fd8\u6ca1\u6709\u73b0\u5728\u8fd9\u4e48\u5e7f\u6cdb\u7684\u8ba4\u77e5\u3002<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u6ca1\u6709\u3002\u4ed6\u4e5f\u8bb2\u4e86\u4e0a\u4e00\u6ce2 AI\u2014\u2014\u5c31\u5546\u6c64\u90a3\u65f6\u5019\u7684\u6a21\u578b\u2014\u2014\u6bcf\u4e00\u4e2a\u573a\u666f\u8981\u91cd\u65b0\u5199\u4e00\u4e2a\u6a21\u578b\uff0c\u5b9a\u5236\u5316\u6210\u672c\u6781\u9ad8\uff0c\u6839\u672c\u4e0d\u53ef\u80fd\u6709\u6cdb\u5316\u80fd\u529b\u3002\u4ed6\u8bf4\u8fd9\u6b21\u6709\u53ef\u80fd\u770b\u5230\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p>\u77ed\u77ed 10 \u5929\u540e\uff0c\u5728\u95eb\u4fca\u6770\u7684\u4ecb\u7ecd\u4e0b\uff0c\u6211\u5e26\u7740\u590f\u4ee4\u548c\u4e4b\u6d69\u53c8\u89c1\u5230\u4e86\u4ed6\u7684\u8054\u521b\u8d20\u70e8\u794e\uff0c\u89c1\u5b8c\u51fa\u6765\u6211\u5c31\u8ddf\u54e5\u4fe9\u8bf4\uff0c\u8fd9\u4e2a\u5973\u5b69\u786e\u5b9e\u662f\u5973\u4e2d\u8c6a\u6770\uff0c\u5bf9\u8d44\u6e90\u6574\u5408\u3001\u8fd0\u8425\u65b9\u65b9\u9762\u9762\u8d85\u5f3a\u3002\u5982\u679c\u8bf4\u4fca\u6770\u662f\u6709\u6280\u672f vision 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\u4ece\u6280\u672f\u5230\u5de5\u7a0b\u5230\u4ea7\u54c1\u5316\u7684\u8def\u5f84\u3002\u660e\u52bf\u56e2\u961f\u7684\u4e13\u4e1a\u7ec6\u81f4\u6210\u529f\u83b7\u5f97\u4e86\u95eb\u4fca\u6770\u7684\u652f\u6301\u3002<\/p>\n<p>\u6709\u4e2a\u6709\u610f\u601d\u7684\u7ec6\u8282\u2014\u2014\u540e\u6765\u5728 MiniMax \u5e86\u529f\u5bb4\u4e0a\uff0c\u6211\u4eec\u51e0\u4e2a\u65e9\u671f\u6295\u8d44\u4eba\u804a\uff0c\u70e8\u794e\u8bf4\uff1a\u6700\u65e9\u6295 MiniMax \u7684\u8fd9\u6ce2\u6295\u8d44\u4eba\uff0c\u90fd\u6ca1\u592a\u542c\u660e\u767d\u6211\u4eec\u5728\u5e72\u561b\uff0c\u4f46\u662f\u4ed6\u4eec\u4f9d\u7136\u51b3\u5b9a\u6295\u8d44\uff0c\u8fd9\u5c31\u53eb\u771f\u7231\u3002<strong>\u771f\u7231\u662f\u4ec0\u4e48\uff1f\u5c31\u662f\u4f60\u6ca1\u592a\u660e\u767d\u5bf9\u65b9\u5728\u8bb2\u4ec0\u4e48\uff0c\u4f46\u4f60\u4f9d\u7136\u51b3\u5b9a\u652f\u6301\uff0c\u8fd9\u53eb\u771f\u7231\u5f0f\u7684\u6295\u8d44<\/strong>\u3002<\/p>\n<p>\u804a\u5b8c\u4e4b\u540e\uff0c\u6211\u89c9\u5f97\u8fd8\u662f\u90a3\u53e5\u8bdd\u2014\u2014\u6bcf\u4e2a\u7406\u5de5\u7537\uff0c\u770b\u7740\u300a\u661f\u7403\u5927\u6218\u300b\u957f\u5927\u7684\uff0c\u5bf9\u673a\u5668\u4eba\u3001AI \u90fd\u6709\u4e00\u4e2a\u523b\u5728\u57fa\u56e0\u91cc\u7684 dream\u3002\u76f4\u89c9\u4e0a\u89c9\u5f97\u5e94\u8be5\u5e72\u3002<\/p>\n<p>\u4f46\u4f60\u8981\u8bf4\u5f53\u65f6\u6211\u4eec\u770b\u5230\u4e86\u4eca\u5929 AI \u7684\u53d1\u5c55\uff1f\u90a3\u7eaf\u7cb9\u662f\u5439\u725b\uff0c\u5f53\u65f6\u53ea\u662f\u770b\u5230\u4e00\u4e2a\u6a21\u6a21\u7cca\u7cca\u7684\u672a\u6765\uff0c\u4e5f\u6ca1\u592a\u542c\u660e\u767d\u4ed6\u8bb2\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u00a0<\/p>\n<h2><strong>\u8fde\u6295\u516d\u8f6e\uff0c\u6bcf\u4e00\u8f6e\u90fd\u5728\u6296<\/strong><\/h2>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a 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MiniMax \u7684\u57fa\u91d1\u8001\u5927\u7ed9\u6211\u6253\u7535\u8bdd\uff0c\u95ee\u300c\u660e\u660e\u8fd9\u8f6e\u4f60\u8fd8\u8ddf\u5417\uff1f\u300d\u6211\u7535\u8bdd\u91cc\u975e\u5e38\u65a9\u9489\u622a\u94c1\u2014\u2014\u300c\u5fc5\u987b\u8ddf\uff0c\u4e00\u5b9a\u8981\u529b\u633a\u300d\u3002<\/p>\n<p>\u6302\u4e86\u7535\u8bdd\u4ee5\u540e\u6211\u7761\u4e0d\u7740\u89c9\u4e86\uff0c\u6211\u60f3\uff1a\u4ec0\u4e48\u60c5\u51b5\uff1f\u4ed6\u4e5f\u662f\u8fd9\u4e48\u65e9\u671f\u6295\u8fdb\u53bb\u7684\uff0c\u4ed6\u770b\u5230\u4e86\u4ec0\u4e48\u6211\u6ca1\u770b\u5230\u7684\u4e1c\u897f\u5417\uff0c\u600e\u4e48\u5f00\u59cb\u72b9\u8c6b\u4e86\uff1f<\/p>\n<p>\u6bcf\u4e00\u8f6e\u5176\u5b9e\u90fd\u6709\u8fd9\u79cd\u5f88\u7ea0\u7ed3\u3001\u5f88\u7126\u8651\u7684\u65f6\u5019\u3002\u6211\u5370\u8c61\u6bd4\u8f83\u6df1\u7684\u6709\u4e24\u8f6e\u3002<\/p>\n<p><strong>\u6709\u4e00\u8f6e\u662f 2023 \u5e74\u5e95\u3002\u90a3\u4e2a\u65f6\u5019 MiniMax \u9762\u4e34\u7684\u5916\u90e8\u538b\u529b\u975e\u5e38\u5927<\/strong>\u2014\u2014\u5927\u5382\u5f00\u59cb\u5168\u529b\u538b\u4e0a\u6765\uff0c\u963f\u91cc\u3001\u5b57\u8282\uff0c\u662f\u6211\u4eec\u59cb\u7ec8\u8ba4\u4e3a\u6700\u6709\u7ade\u4e89\u529b\u7684\u4e24\u4e2a\uff0c\u5f00\u59cb\u628a\u6240\u6709\u8d44\u6e90\u5f80\u5927\u6a21\u578b\u503e\u659c\uff0c\u4ee5\u524d\u4ed6\u4eec\u5185\u90e8\u60f3\u8981\u4e00\u5f20 GPU \u53bb\u8bad\u6a21\u578b\u90fd\u56f0\u96be\uff0c\u73b0\u5728\u51e0\u4e4e\u662f\u65e0\u9650\u91cf\u7684\u8d44\u6e90\u6295\u5165\u3002<\/p>\n<p>MiniMax \u4f5c\u4e3a\u4e00\u5bb6\u521d\u521b\u516c\u53f8\uff0c\u540c\u65f6\u5728\u505a\u6a21\u578b\u53c8\u5728\u505a\u4ea7\u54c1\uff0c\u5916\u90e8\u7684\u8d28\u7591\u58f0\u975e\u5e38\u5927\u3002<\/p>\n<p>\u90a3\u6b21\u6211\u53bb\u627e\u4ed6\u804a\uff0c\u4ed6\u5728\u8bad\u7ec3 MoE \u67b6\u6784\u3002\u4ed6\u8f7b\u63cf\u6de1\u5199\u5730\u8ddf\u6211\u8bf4\uff0c\u9ec4\u603b\uff0c\u6211\u4eec\u6bd4\u8f83\u65e9\u5728\u505a MoE \u8fd9\u4e2a\u67b6\u6784\uff0c\u5f53\u65f6\u5728\u7845\u8c37\u4e5f\u662f\u975e\u5171\u8bc6\uff0c\u4e0d\u662f\u6240\u6709\u5927\u6a21\u578b\u5382\u90fd\u5728\u8bd5\u8fd9\u4e2a\u65b9\u5411\u3002\u4ed6\u8bf4\uff1a\u6211\u4eec\u73b0\u5728\u7684\u4ea7\u54c1\u2014\u2014\u56fd\u5185\u7684\u661f\u91ce\uff0c\u6d77\u5916\u7684 Talkie\u2014\u2014\u624d\u8dd1\u4e86\u51e0\u5341\u4e07\u7528\u6237\u3002\u4ee5\u73b0\u6709\u7684 Dense\uff08\u7a20\u5bc6\uff09\u67b6\u6784\uff0c\u6211\u662f\u4e0d\u53ef\u80fd\u670d\u52a1\u5c06\u6765\u5343\u4e07\u751a\u81f3\u8fc7\u4ebf\u7528\u6237\u91cf\u7ea7\u7684\u3002\u6240\u4ee5\u6211\u4e00\u5b9a\u8981\u8bad\u7ec3\u51fa MoE \u6a21\u578b\u6765\u3002<\/p>\n<p><strong>\u6211\u8bf4\u4f60\u62ff\u4e86\u591a\u5c11\u8ba1\u7b97\u8d44\u6e90\uff1f\u4ed6\u8bf4 80%<\/strong>\u3002<\/p>\n<p>\u6211\u4eec\u90fd\u77e5\u9053\uff0c\u8ba1\u7b97\u8d44\u6e90\u5bf9\u4e00\u5bb6 AI \u516c\u53f8\u6765\u8bf4\u5c31\u662f\u8eab\u5bb6\u6027\u547d\u3002<strong>\u4ed6\u62ff\u4e86 80%\uff0c\u8f7b\u63cf\u6de1\u5199\u5730\u8bf4\uff0c\u800c\u4e14\u8bf4\u4ed6\u5df2\u7ecf\u5931\u8d25\u4e86\u4e24\u6b21\u4e86<\/strong>\u3002\u6211\u5f53\u65f6\u542c\u5230\u8fd9\u53e5\u8bdd\uff0c\u6c57\u6bdb\u90fd\u5feb\u7ad6\u8d77\u6765\u4e86\u3002<\/p>\n<p>\u4f46\u4ed6\u63a5\u7740\u8bf4\uff0c\u300c\u6211\u89c9\u5f97\u5dee\u4e0d\u591a\uff0c\u5e94\u8be5\u80fd\u641e\u51fa\u6765\u3002\u300d<\/p>\n<p>\u51fa\u95e8\u6211\u5c31\u8ddf\u590f\u4ee4\u8bf4\uff0c\u8fd9\u5bb6\u516c\u53f8\u6211\u6295\u5c11\u4e86\u3002\u4f60\u5728\u4ed6<strong>\u90a3\u79cd\u6e29\u548c\u7b11\u772f\u772f\u7684\u3001\u666e\u901a\u7801\u519c\u7684\u5916\u8868\u4e0b\u9762\uff0c\u4e00\u4e0b\u5b50\u770b\u5230\u4e86\u4ed6\u7684\u72e0\u52b2\uff0c\u770b\u5230\u4e86\u771f\u6b63\u5bf9\u8fd9\u4ef6\u4e8b\u6709\u575a\u5b9a\u4fe1\u5ff5\u3001\u6709\u4fe1\u4ef0\u7684\u4eba<\/strong>\u3002<\/p>\n<p>\u4ed6\u6ca1\u6709\u505a\u4ec0\u4e48\u82b1\u54e8\u7684\u529f\u80fd\u8ba9\u7528\u6237\u89c9\u5f97\u597d\u9177\uff0c\u4ed6\u505a\u7684\u662f\u9ed8\u9ed8\u5730\u8bf4\uff0c\u6211\u4e3a\u4e86\u8ba9\u6a21\u578b\u7684\u667a\u80fd\u5f80\u66f4\u9ad8\u5c42\u7ea7\u8fed\u4ee3\uff0c\u80fd\u66f4\u4f4e\u6210\u672c\u3001\u66f4\u9ad8\u6548\u5730\u670d\u52a1\u66f4\u5e7f\u5927\u7684\u7528\u6237\uff0c\u6211\u5fc5\u987b\u505a\u8fd9\u4ef6\u4e8b\uff0c\u800c\u4e14\u6562\u628a\u516c\u53f8\u7684\u8eab\u5bb6\u6027\u547d\u62bc\u4e0a\u6765\u3002<\/p>\n<p>\u8fd9\u4e2a\u7279\u522b\u50cf\u7406\u60f3\u2014\u2014\u5feb\u8981\u91cf\u4ea7\u4e86\uff0c\u6240\u6709\u4eba\u8bf4\u5feb\u6ca1\u94b1\u4e86\uff0c\u878d\u4e0d\u5230\u94b1\uff0c\u8ba9\u4f60\u505a\u6b3e\u7eaf\u7535\uff0c\u4f46\u674e\u60f3\u5f53\u65f6\u975e\u5e38\u660e\u786e\uff0c\u575a\u6301\u505a\u589e\u7a0b\u3002\u6211\u8bb0\u5f97\u5728\u7406\u60f3 ONE \u5373\u5c06\u4e0a\u5e02\u524d\uff0c\u4ed6\u4eb2\u81ea\u5f00\u8f66\u505a\u8bd5\u9a7e\u5458\u5e26\u7740\u6211\u8bd5\u9a7e\uff0c\u8bd5\u9a7e\u5b8c\u6211\u4eec\u90fd\u77e5\u9053\u7406\u60f3\u53ea\u6709\u4e00\u6b21\u51fa\u724c\u7684\u673a\u4f1a\uff0c\u79bb\u5f00\u65f6\u4ed6\u5e73\u6de1\u5730\u544a\u8bc9\u6211\uff0c\u81ea\u5df1\u5df2\u7ecf\u6295\u5165\u4e86\u5168\u90e8\u8eab\u5bb6\u3002\u9762\u5bf9\u5de8\u5927\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u8fd9\u79cd<strong>\u6700\u96be\u7684\u65f6\u5019\u7684\u9009\u62e9\uff0c\u624d\u80fd\u770b\u51fa\u4e00\u4e2a\u4eba\u7684\u5e95\u8272<\/strong>\u3002\u5bf9\u4fca\u6770\u6765\u8bf4\u4e5f\u662f\u4e00\u6837\uff0c\u628a 80% \u7684\u7b97\u529b\u8d44\u6e90\u8d4c\u5728 MoE \u4e0a\uff0c\u9762\u4e34\u90a3\u4e48\u5927\u7684\u5e02\u573a\u538b\u529b\u548c\u878d\u8d44\u538b\u529b\uff0c\u4e0d\u6210\u8fd9\u516c\u53f8\u4e5f\u5c31\u6302\u4e86\u3002<\/p>\n<p>\u4f46\u4ed6\u8bb2\u8d77\u6765\u98ce\u6de1\u4e91\u8f7b\u3002\u5c31\u662f\u8fd9\u79cd\u611f\u89c9\uff0c\u8ba9\u6211\u89c9\u5f97\u5e94\u8be5\u4e0b\u91cd\u6ce8\u30022023 \u5e74 12 \u6708\u90a3\u8f6e\uff0c\u6211\u4eec super pro rata\uff08\u8d85\u989d\u8ba4\u8d2d\uff09\u52a0\u6ce8\u4e86\uff0c\u8ddf\u6295\u7684\u673a\u6784\u4e0d\u592a\u591a\uff0c\u57fa\u672c\u662f\u4e4b\u524d\u7684\u8001\u80a1\u4e1c\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u8fd8\u6709\u4e00\u8f6e\u662f\uff1f<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0<strong>\u53e6\u4e00\u8f6e\u662f 2025 \u5e74\uff0cDeepSeek \u51fa\u6765\u4e4b\u540e\u3002<\/strong><\/p>\n<p>\u90a3\u65f6\u5019\u6574\u4e2a\u884c\u4e1a\u538b\u529b\u6781\u5927\uff0c\u6295\u4e86\u300c\u5927\u6a21\u578b\u516d\u5c0f\u864e\u300d\u7684\u673a\u6784\u51fa\u95e8\u90fd\u4e0d\u597d\u610f\u601d\u89c1\u4eba\u3002\u6211\u8bb0\u5f97\u5f53\u65f6\u5728\u4e00\u4e2a\u8bba\u575b\u4e0a\uff0c\u5728\u5ea7\u90fd\u662f\u4e00\u7ebf\u57fa\u91d1\u7684\u8001\u5927\uff0c\u4e3b\u6301\u4eba\u4e00\u4e2a\u4e00\u4e2a\u62f7\u95ee\u8fc7\u6765\uff1a\u4f60\u4eec\u6295\u4e86\u5927\u6a21\u578b\u6ca1\u6709\uff1f\u4f3c\u4e4e\u6295\u4e86\u7684\u597d\u50cf\u5c31\u6709\u300c\u539f\u7f6a\u300d\u4e00\u6837\uff0c\u5f53\u65f6\u7684\u73af\u5883\u5c31\u662f\u8fd9\u79cd\u611f\u89c9\u3002<\/p>\n<p>\u4f46 MiniMax \u5728 2024 \u5e74\u4e0b\u534a\u5e74\u5c31\u5df2\u7ecf\u5f00\u59cb\u590d\u76d8\uff0c\u4e3b\u52a8\u505a\u4e86\u6218\u7565\u8c03\u6574\u2014\u2014\u628a\u6a21\u578b\u80fd\u529b\u4f5c\u4e3a\u516c\u53f8\u6700\u6838\u5fc3\u7684\u80fd\u529b\u3002\u4ed6\u4eec\u7ed9\u6211\u4eec\u8db3\u591f\u7684\u4fe1\u5fc3\uff0c\u8bf4\u548c\u4e16\u754c\u9876\u7ea7\u6a21\u578b\u7684\u5dee\u8ddd\u5728\u9010\u6b65\u7f29\u5c0f\u3002\u90a3\u4e00\u8f6e\u6211\u4eec\u53c8\u662f super pro rata\uff0c\u662f\u5f53\u65f6\u4e3a\u6570\u6781\u5c11\u8fd8\u5728\u7ee7\u7eed\u8ddf\u6295 MiniMax 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\u4e5f\u6210\u529f\u4e0a\u5e02\u4e86\uff0c\u80a1\u4ef7\u6da8\u5f97\u975e\u5e38\u5938\u5f20\u3002\u4f60\u4eec\u4f5c\u4e3a\u65e9\u671f\u6295\u8d44\u4eba\u662f\u4e0d\u662f\u7ec8\u4e8e\u4e00\u5757\u5927\u77f3\u5934\u843d\u5730\u4e86\uff1f<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u5f00\u5fc3\u80af\u5b9a\u662f\u5f00\u5fc3\u7684\uff0c\u90a3\u4e0d\u53ef\u80fd\u4e0d\u5f00\u5fc3\u3002\u4e00\u4e2a\u9879\u76ee\u56de\u62a5\u5c31\u8d85\u8fc7\u90a3\u671f\u57fa\u91d1\u4e09\u500d\uff0c\u8fd8\u6709\u5176\u4ed6\u5f88\u591a\u4f18\u79c0\u9879\u76ee\u3002\u4f46\u4f60\u8981\u8bf4\u4e00\u5757\u77f3\u5934\u843d\u5730\u4e86\uff0c\u53cd\u800c\u6ca1\u6709\u2014\u2014\u66f4\u7126\u8651\u4e86\u3002<\/p>\n<p>\u8fd8\u662f\u90a3\u53e5\u8bdd\uff0cAI \u53d1\u5c55\u592a\u5feb\u4e86\u3002<strong>\u7845\u8c37\u7684\u7b97\u529b\u8d44\u6e90\u3001\u4eba\u624d\u8d44\u6e90\u662f\u6211\u4eec\u7684\u4e00\u767e\u500d\uff0c\u4f30\u503c\u662f\u6211\u4eec\u7684\u4e00\u767e\u500d\uff0c\u4f46\u4eba\u5bb6\u7684\u6536\u5165\u4e5f\u662f\u4e00\u767e\u500d\u90fd\u4e0d\u6b62\uff0c\u800c\u4e14\u8fd8\u5728\u4ee5\u8fd9\u6837\u7684\u9ad8\u901f\u589e\u957f<\/strong>\u3002<\/p>\n<p>\u5c24\u5176\u662f Anthropic\uff0c\u5b83\u771f\u6b63\u8d62\u7684\u4e0d\u662f\u5e95\u5c42\u80fd\u529b\u8ddf OpenAI \u548c\u8c37\u6b4c\u62c9\u5f00\u4e86\u4ec0\u4e48\u5dee\u8ddd\uff0c\u800c\u662f\u8d62\u5728\u4e86\u4ea7\u54c1\u548c\u6218\u7565\u65b9\u5411\u4e0a\u7684\u6781\u5ea6\u805a\u7126\u2014\u2014\u5b83\u628a coding 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\u7684\u5e94\u7528\u3002<\/p>\n<p><strong>\u8fd9\u4e2a\u901f\u5ea6\uff0c\u4f9d\u7136\u6bd4\u6211\u4eec\u60f3\u8c61\u7684\u8981\u5feb<\/strong>\u3002\u90a3\u4e2d\u56fd\u7684\u6a21\u578b\u516c\u53f8\u5230\u5e95\u80fd\u4e0d\u80fd\u8ddf\u4e0a\u8fd9\u4e2a\u901f\u5ea6\uff0c\u540c\u65f6\u5f00\u59cb\u771f\u6b63\u4ea4\u4ed8\u4ef7\u503c\u2014\u2014\u8fd9\u662f\u6211\u4eec\u770b\u5230\u4e86\u4e00\u4e9b\u5f88\u597d\u7684\u8ff9\u8c61\uff0c\u4f46\u5230\u5e95\u80fd\u5207\u4e0b\u591a\u5927\u4e00\u5757\u86cb\u7cd5\uff0c\u662f\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u6311\u6218\u3002<\/p>\n<p><strong>\u4eca\u5e74\u5934\u90e8\u6a21\u578b\u516c\u53f8\u5982\u679c\u505a\u4e0d\u5230\u5341\u500d\u589e\u957f\uff0c\u5c31\u6574\u4e2a\u884c\u4e1a\u57fa\u51c6\u7ebf\u662f\u5341\u500d\u589e\u957f\uff0c\u6309\u9053\u7406\u53ef\u80fd\u662f\u4e8c\u5341\u500d\u2014\u2014\u5982\u679c\u505a\u4e0d\u5230\uff0c\u5c31\u4f1a\u88ab\u5e02\u573a\u6dd8\u6c70<\/strong>\u3002\u4f46\u5728\u4ee5\u524d\u7684\u4f20\u7edf\u8f6f\u4ef6\u884c\u4e1a\uff0c\u4e00\u5e74\u5341\u500d\u589e\u957f\u662f\u4eba\u7c7b\u5386\u53f2\u4e0a\u6ca1\u89c1\u8fc7\u7684\u4f01\u4e1a\u6210\u957f\u901f\u5ea6\uff0c\u5728\u8fd9\u4e2a\u884c\u4e1a\u91cc\u5b83\u5c31\u662f\u8fd9\u4e48\u5feb\u3002\u538b\u529b\u53cd\u800c\u66f4\u5927\uff0c\u4f46\u673a\u4f1a\u4e5f\u66f4\u5927\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u8fd9\u91cc\u8bf4\u7684\u662f\u8425\u6536\u7684\u589e\u957f\uff1f<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u8425\u6536\u7684\u589e\u957f\uff0c\u6838\u5fc3\u6307\u6807\u662f ARR \u548c Token \u8c03\u7528\u91cf\u3002\u5927\u5bb6\u6bd4\u62fc\u6a21\u578b\u53c2\u6570\u3001\u8dd1\u5206\u8fd9\u4e9b\u65e9\u5c31\u8fc7\u53bb\u4e86\uff0c\u4eca\u5929\u7684\u786c\u6307\u6807\u5c31\u662f Token usage \u548c ARR\u3002<\/p>\n<p>\u5728\u8fd9\u70b9\u4e0a\uff0c\u4e2d\u56fd\u6a21\u578b\u516c\u53f8\u6709\u6211\u4eec\u81ea\u5df1\u72ec\u7279\u7684\u4f18\u52bf\u3002\u4f60\u770b Openrouter \u4e0a token \u7684\u8c03\u7528\u91cf\uff0c\u4e2d\u56fd\u6a21\u578b\u516c\u53f8\u7684\u6574\u4f53 Token usage \u5df2\u7ecf\u8fde\u7eed\u51e0\u5468\u8d85\u8fc7\u4e86\u7f8e\u56fd\u3002\u8fd9\u662f\u53e6\u5916\u4e00\u79cd\u8303\u5f0f\u7684 Made in China\u2014\u2014<strong>MiniMax M2.5\u00a0<\/strong><strong>\u548c M2.7 \u7684\u6700\u65b0\u6a21\u578b\uff0c\u548c Claude \u6700\u9876\u7ea7\u6a21\u578b\u7684 performance \u5dee\u8ddd\u53ef\u80fd\u5c0f\u4e8e 5%\uff0c\u4f46\u6211\u4eec\u7684 API \u5b9a\u4ef7\u53ea\u662f\u5b83\u7684 10%\uff0ccost \u66f4\u4f4e<\/strong>\u3002<\/p>\n<p>\u5982\u679c\u628a coding \u6216\u8005\u77e5\u8bc6\u5de5\u4f5c\u8005\u7684\u9700\u6c42\u5212\u6210\u4e00\u4e2a\u4e09\u89d2\u5f62\uff0c\u6700\u9876\u5c42\u662f\u5bf9\u6700\u9ad8\u667a\u80fd\u7684\u9700\u6c42\uff0c\u4f46\u5927\u591a\u6570\u516c\u53f8\u548c\u4e2a\u4eba\u9700\u8981\u7684\u662f\u4e00\u4e2a\u9ad8\u6548\u3001\u53ef\u9760\u3001\u53cd\u5e94\u5feb\u7684\u667a\u80fd\u5c31\u591f\u4e86\u2014\u2014<strong>\u4f60\u4e0d\u4f1a\u53bb\u627e\u4e00\u4e2a MIT \u7684 PhD \u505a\u666e\u901a\u7684\u6587\u4e66\u5de5\u4f5c\uff0c\u4f60\u8981\u7684\u662f\u4e00\u4e2a \u53ef\u9760\u7684\u3001\u6267\u884c\u529b\u5f3a\u7684\u3001\u6ee1\u8db3\u4f60\u9700\u6c42\u7684\u5c31\u884c\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u7845\u8c37\u5f88\u591a AI \u521b\u4e1a\u516c\u53f8\u73b0\u5728\u90fd\u5728\u8c03\u7528\u4e2d\u56fd\u7684\u5e95\u6a21\uff0c\u8fd9\u5df2\u7ecf\u4e0d\u662f\u79d8\u5bc6\u4e86<\/strong>\u3002<\/p>\n<p>\u8fd9\u662f\u53e6\u5916\u4e00\u79cd Made in China\u2014\u2014\u4ece\u4e2d\u4f4e\u7aef\u9700\u6c42\u5f80\u9ad8\u7aef\u6301\u7eed\u8d70\uff0c\u5dee\u8ddd\u4e5f\u5728\u6301\u7eed\u62c9\u8fd1\u3002\u8fd9\u65b9\u9762\u6211\u6709\u5f88\u5f3a\u7684\u4fe1\u5fc3\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u5c31\u50cf\u4e4b\u524d\u7684\u5236\u9020\u4e1a\u51fa\u53e3\uff0c\u7f8e\u56fd\u6709\u9700\u6c42\uff0c\u7ed3\u679c\u5e26\u52a8\u4e86\u4e2d\u56fd\u7684\u751f\u4ea7\u5236\u9020\u4f53\u7cfb\u3002\u8fd9\u4e00\u6ce2 AI \u6ca1\u60f3\u5230\u4e5f\u590d\u5236\u4e86\u8fd9\u4e2a\u903b\u8f91\u2014\u2014\u5f88\u591a\u4eba\u53d1\u73b0\u63a5\u56fd\u5916\u7684 Token \u8d26\u5355\u8d35\u5f97\u5938\u5f20\uff0cROI \u7b97\u4e0d\u8fc7\u6765\uff0c\u4e8e\u662f\u89c4\u5212\u7c7b\u7684\u7528\u9876\u6a21 Agent\uff0c\u771f\u6b63\u5e72\u6d3b\u7684\u5c31\u63a5 MiniMax\u3001\u63a5 Kimi\u3002<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u5bf9\uff0c\u6bcf\u4e2a\u4f01\u4e1a\u4e3b\u3001\u6bcf\u4e2a\u666e\u901a\u4eba\uff0c\u4f1a\u81ea\u5df1\u7b97\u8fd9\u4e2a\u8d26\u3002\u8fd9\u662f\u4e2d\u56fd\u6a21\u578b\u516c\u53f8\u7684\u673a\u4f1a\u3002\u540c\u65f6\u5728\u5e95\u6a21\u521b\u65b0\u4e0a\u6301\u7eed\u54ac\u4f4f\uff0c\u751a\u81f3\u5728\u4e00\u4e9b\u90e8\u5206\u5f2f\u9053\u8d85\u8f66\uff0c\u4f46\u6311\u6218\u7edd\u5bf9\u5f88\u5927\uff0c\u8fd9\u662f\u4e00\u4e2a\u9ad8\u901f\u8fed\u4ee3\u7684\u8fc7\u7a0b\uff0c\u4e0d\u662f\u8bf4\u4e00\u5b9a\u80fd\u8ffd\u4e0a\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u6211\u8fd8\u53d1\u73b0\u4e00\u4e2a\u6709\u610f\u601d\u7684\u4e8b\u2014\u2014\u4e2d\u56fd AI \u516c\u53f8\u901a\u8fc7\u8fd9\u4e00\u6ce2 Agent\uff0c\u7a81\u7136\u4f1a\u53d1\u73b0\uff0c\u539f\u6765\u6211\u53ef\u4ee5\u76f4\u63a5\u5356 Token \u8d5a\u94b1\uff0c\u4e0d\u7528\u975e\u5f97\u5148\u505a\u4e00\u4e2a\u4ea7\u54c1\u8ba9\u7528\u6237\u6765\u8ba2\u9605\u4e86\u3002<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u5bf9\uff0c\u8fd9\u4e2a\u8bf4\u5f97\u5f88\u597d\u3002\u6211\u4eec\u628a AI \u7684\u53d1\u5c55\u7528\u81ea\u52a8\u9a7e\u9a76\u6765\u7c7b\u6bd4\u7684\u8bdd\uff1a<\/p>\n<p><strong>Level 1\u00a0<\/strong><strong>\u662f Chat<\/strong>\u2014\u2014OpenAI \u5728\u8fd9\u5c42\u662f dominant \u7684\uff1b<\/p>\n<p><strong>level 2\u00a0<\/strong><strong>\u662f reasoning<\/strong>\uff0c\u5c31\u662f DeepSeek R1\u3001OpenAI o1 \u8fd9\u4e00\u7c7b\uff0c\u6a21\u578b\u667a\u529b\u5230\u4e86\u4e00\u5b9a\u6c34\u5e73\uff0c\u53ef\u4ee5\u50cf\u4e00\u4e2a\u4eba\u4e00\u6837\u628a\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u3001\u63a8\u7406\uff0c\u5f00\u59cb\u80fd\u771f\u6b63\u5e72\u6d3b\uff1b<\/p>\n<p><strong>level 3\u00a0<\/strong><strong>\u5c31\u662f\u4eca\u5929\u7684 Agent \u65f6\u4ee3<\/strong>\u3002<\/p>\n<p>\u771f\u6b63\u7684\u8f6c\u6298\u70b9\u662f Claude 3.5 Sonnet \u5728 2024 \u5e74 10 \u6708\u53d1\u5e03\uff0cAgent \u5177\u5907\u4e86 computer use \u548c planning \u7684\u80fd\u529b\uff0c\u80fd\u771f\u6b63\u50cf\u4e00\u4e2a\u4eba\u4e00\u6837\u5f00\u59cb\u5e72\u6d3b\u3002\u4eba\u548c\u52a8\u7269\u6700\u5927\u7684\u533a\u522b\u662f\u4f7f\u7528\u5de5\u5177\uff0c\u6a21\u578b\u7b2c\u4e00\u6b21\u771f\u6b63\u80fd\u8c03\u7528 computer\u3001\u8c03\u7528\u5176\u4ed6 tools\uff0c\u5b8c\u6210\u957f\u7a0b\u591a\u6b65\u9aa4\u7684\u4efb\u52a1\u3002<\/p>\n<p>\u8fd9\u65f6\u5019\u5e95\u6a21\u88ab\u8c03\u7528\u7684\u6570\u91cf\u4ece\u51e0\u4f55\u91cf\u7ea7\u5f00\u59cb\u589e\u52a0\uff0cToken usage \u4e5f\u968f\u4e4b\u7206\u53d1\u3002<\/p>\n<p>\u00a0<\/p>\n<h2><strong>\u767e\u4e07\u4ebf\u7684 Agent \u751f\u6001\uff0c\u600e\u4e48\u6295\uff1f<\/strong><\/h2>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u90a3\u54b1\u4eec\u73b0\u5728\u804a\u5230 Agent \u8fd9\u4e00\u6ce2\uff0c\u4f60\u4f1a\u600e\u4e48\u770b MiniMax \u548c\u8fd9\u4e9b AI \u521b\u4e1a\u516c\u53f8\u7684\u5173\u7cfb\uff1f\u800c\u4e14\u6211\u611f\u89c9\uff0c\u51e0\u4e2a\u6708\u4e4b\u524d\u7684\u521b\u4e1a\u8005\u548c\u73b0\u5728\u505a Agent \u7684\u521b\u4e1a\u8005\uff0c\u5b8c\u5168\u50cf\u662f\u4e24\u4ee3\u4eba\u3002<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u6211\u89c9\u5f97\u4eca\u5929\u6700\u5927\u7684\u4ef7\u503c\u8fd8\u662f\u5728\u6a21\u578b\u5c42\u3002\u4f60\u770b Anthropic\uff0cOpenAI \u73b0\u5728\u4e5f\u770b\u5230\u4e86\u8fd9\u4e2a\u8d8b\u52bf\uff0c\u8d76\u7d27\u505c\u6389 Sora\uff0c\u56de\u6765\u5207 Codex\uff0c\u5168\u529b\u505a coding \u548c Agent\u3002\u4eca\u5929 coding \u662f\u6a21\u578b\u7684\u65b0\u6267\u884c\u5668\uff0c\u5e72\u7684\u4e0d\u53ea\u662f\u4ee3\u7801\u8fd9\u4e00\u4ef6\u4e8b\uff0c\u5b83\u662f\u6570\u5b57\u4e16\u754c\u7684\u7075\u5de7\u624b\uff0c\u5e2e\u4f60\u5b8c\u6210\u8c03\u7528\u5de5\u5177\u3001\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\u3002<\/p>\n<p><strong>\u6240\u4ee5\u5728 agentic economy \u65f6\u4ee3\uff0c\u6211\u89c9\u5f97\u6700\u5927\u7684\u4ef7\u503c\u5728\u6a21\u578b\u5c42<\/strong>\u3002\u6a21\u578b\u5c42\u53ef\u80fd\u662f\u4e00\u4e2a\u4e07\u4ebf\u751a\u81f3\u5341\u4e07\u4ebf\u7f8e\u91d1\u7684\u751f\u610f\uff0c\u5c06\u6765\u6709\u53ef\u80fd\u51fa\u73b0\u4eba\u7c7b\u5386\u53f2\u4e0a\u6ca1\u89c1\u8fc7\u7684\u767e\u4e07\u4ebf\u7f8e\u5143\u7684\u516c\u53f8\uff0c\u800c\u4e14\u6bd4\u6211\u4eec\u60f3\u8c61\u7684\u8981\u5feb\u3002<\/p>\n<p>Agent \u516c\u53f8\u6709 Agent \u516c\u53f8\u81ea\u5df1\u7684\u751f\u5b58\u7a7a\u95f4\u2014\u2014<strong>\u4f60\u5728\u6240\u5728\u7684\u9886\u57df\u79ef\u7d2f\u4e86\u8db3\u591f\u7684 context\uff0c\u628a\u7528\u6237\u573a\u666f\u5360\u6389\uff0c\u80fd\u66f4\u597d\u5730\u4e0e\u7528\u6237\u4ea4\u4e92\u3001\u62ff\u5230\u66f4\u591a context\uff0c\u8fd9\u662f Agent \u516c\u53f8\u7684\u4ef7\u503c\u6240\u5728<\/strong>\u3002<\/p>\n<p>\u4f46\u786e\u5b9e\u5f88\u591a\u4e2d\u95f4\u5c42\u516c\u53f8\u4f1a\u88ab\u6a21\u578b\u5c42\u5403\u6389\uff0cClaude \u6bcf\u53d1\u4e00\u4e2a\u7248\u672c\uff0c\u4e00\u5806\u505a infra \u7684\u5c31\u88ab\u5e72\u6389\u4e86\uff0c\u518d\u53d1\u4e00\u7248\u672c\uff0c\u505a\u5b89\u5168\u7684\u53c8\u8eba\u5012\u4e86\u4e00\u6279\u2014\u2014\u901f\u5ea6\u592a\u5feb\u4e86\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u8bf4\u5230\u5927\u5382\u7684\u538b\u529b\uff0c\u4e4b\u524d\u6295 MiniMax \u65f6\uff0c\u5927\u5382\u7684\u57fa\u6a21\u56e2\u961f\u4e5f\u662f\u5f88\u5927\u7684\u7ade\u4e89\u5a01\u80c1\uff0c\u4f46 Agent \u6765\u4e86\u4e4b\u540e\u611f\u89c9\u90a3\u4e2a\u538b\u529b\u597d\u50cf\u89e3\u9664\u4e86\uff0c\u5927\u5382\u505a\u7684\u57fa\u6a21\u52a0 Agent\uff0c\u597d\u50cf\u53cd\u800c\u6ca1\u6709 MiniMax\u3001Kimi \u8fd9\u4e48\u731b\uff1f<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u4e5f\u4e0d\u662f\uff0c\u5b57\u8282\u7cfb\u7684\u4ea7\u54c1\u505a\u5f97\u5176\u5b9e\u5f88\u597d\u3002\u8c46\u5305\uff0c\u5305\u62ec\u98de\u4e66\uff0c\u80fd\u591f\u6df1\u5165\u5d4c\u5165\u5230\u4f01\u4e1a\u548c\u6bcf\u4e2a\u77e5\u8bc6\u5de5\u4f5c\u8005\u7684\u5de5\u4f5c\u6d41\u5f53\u4e2d\u2014\u2014\u5e95\u6a21\u80fd\u529b\u52a0 infra \u80fd\u529b\uff0c\u518d\u52a0\u4e0a\u5d4c\u5165\u5230\u4f01\u4e1a\u5de5\u4f5c\u6d41\u7684\u80fd\u529b\uff0c\u8d85\u7ea7\u5f3a\u3002\u538b\u529b\u4f9d\u7136\u5f88\u5927\u3002<\/p>\n<p>\u963f\u91cc\u53d8\u9635\u4e5f\u5f88\u5feb\u3002\u4eca\u5e74\u7a81\u7136\u7ec4\u7ec7\u67b6\u6784\u5927\u53d8\uff0c\u5b8c\u5168\u4ee5 Token \u4e3a\u6838\u5fc3\u91cd\u65b0\u8c03\u6574\u6574\u4e2a\u7ec4\u7ec7\u2014\u2014\u6211\u89c9\u5f97\u53ea\u6709\u65e9\u671f\u521b\u59cb\u4eba\u5728\u4f4d\u7684\u516c\u53f8\uff0c\u624d\u80fd\u628a\u4e00\u4e2a\u5341\u51e0\u4e07\u4eba\u7684\u516c\u53f8\u505a\u8fd9\u4e48\u5927\u7684\u7ec4\u7ec7\u67b6\u6784\u53d8\u9769\u3002<\/p>\n<p>\u53d8\u9635\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u4f1a\u6709\u4e00\u4e9b\u566a\u58f0\u3001\u6709\u6838\u5fc3\u7684\u4eba\u79bb\u5f00\uff0c\u4f46<strong>\u5bf9\u7ec4\u7ec7\u6765\u8bf4\u4e0d\u91cd\u8981\uff0c\u91cd\u8981\u7684\u662f\u80fd\u4e0d\u80fd\u5c3d\u5feb\u53d8\u6210 AI native \u7684\u3001\u56f4\u7ed5 agentic \u65f6\u4ee3\u7684\u7ec4\u7ec7\uff0c<\/strong>\u8fd9\u5bf9\u5927\u5382\u548c\u521b\u4e1a\u516c\u53f8\u6765\u8bf4\u90fd\u662f\u751f\u6b7b\u5b58\u4ea1\u7684\u5173\u952e\u3002<\/p>\n<p>\u963f\u91cc\u3001\u5b57\u8282\u90fd\u662f\u975e\u5e38\u503c\u5f97\u656c\u754f\u7684\u7ade\u4e89\u5bf9\u624b\u3002<\/p>\n<p><strong>\u6781\u5ba2\u516c\u56ed\uff1a \u6709\u4e00\u4e2a\u5185\u90e8\u4f20\u95fb\uff0c\u8bf4\u8c46\u5305\u7b49\u5927\u5382\u7684\u6a21\u578b\u56e2\u961f\uff0c\u4e00\u5f00\u59cb\u6ca1\u6709\u8ba4\u4e3a Agent \u4f1a\u53d8\u5f97\u90a3\u4e48\u4e3b\u6d41\uff0c\u6240\u4ee5\u5728\u6a21\u578b\u9636\u6bb5\u6ca1\u6709\u4e3b\u52a8\u53d1\u5c55\u5de5\u5177\u8c03\u7528\u7c7b\u7684\u529f\u80fd\uff0c\u751a\u81f3\u53ef\u80fd\u505a\u4e86\u4e00\u4e9b\u53d6\u820d\u3002\u6240\u4ee5\u4f60\u4f1a\u770b\u5230\u5b83\u505a chatbot \u505a\u5f97\u975e\u5e38\u597d\uff0c\u4f46\u8ba9\u5b83\u50cf Claude Code \u90a3\u6837\u7684 Agent \u53bb\u6267\u884c\u4efb\u52a1\uff0c\u6210\u529f\u7387\u53cd\u800c\u5f88\u4f4e\uff0c\u4e0d\u5982 Kimi\u3001MiniMax\u3002<\/strong><\/p>\n<p><strong>\u9ec4\u660e\u660e\uff1a<\/strong>\u00a0\u5bf9\uff0c\u6bcf\u4e00\u5bb6\u516c\u53f8\uff0c\u4e0d\u7ba1\u662f\u521b\u4e1a\u516c\u53f8\u8fd8\u662f\u5927\u5382\uff0c\u5728\u6218\u7565\u9009\u62e9\u4e0a\u90fd\u4f1a\u6709\u6216\u591a\u6216\u5c11\u7684\u95ee\u9898\u3002\u76ee\u524d\u505a\u5f97\u6700\u597d\u7684\u662f Anthropic\uff0c\u4f46\u4e0d\u662f\u6280\u672f\u4e0a\u7684\u80dc\u51fa\uff0c\u800c\u662f\u4ea7\u54c1\u548c\u6218\u7565\u9009\u62e9\u4e0a\u6781\u5ea6\u805a\u7126\u2014\u2014\u4ece coding \u5230 coding \u751f\u6001\u7684\u642d\u5efa\uff0c\u628a\u8fd9\u4ef6\u4e8b\u60f3\u5f97\u975e\u5e38\u6e05\u695a\uff0ccoding \u6210\u4e86\u5b83\u7684\u6267\u884c\u5668\uff0c\u80fd\u5feb\u901f\u6269\u5c55\u5230\u5f88\u591a\u9886\u57df\u3002<\/p>\n<p>\u4f46\u73b0\u5728\u6240\u6709\u4eba\u90fd\u60f3\u660e\u767d\u8fd9\u4e2a\u95ee\u9898\u4e86\uff0cOpenAI \u58ee\u58eb\u65ad\u8155\u505c\u6389 Sora\uff0c\u5168\u529b\u6740 Codex\uff1b\u5b57\u8282\u3001\u963f\u91cc\u90fd\u770b\u5230\u4e86\u8fd9\u4e2a\u95ee\u9898\uff1b\u666f\u9cb2\uff08Genspark \u521b\u59cb\u4eba\uff09\u7684\u8bb2\u8bdd\u4e5f\u5728\u8bf4\u8fd9\u56db\u4e94\u5341\u4e07\u4ebf\u7f8e\u91d1\u7684\u77e5\u8bc6\u5de5\u4f5c\u8005\u5e02\u573a\u3002\u6240\u4ee5\u5927\u5bb6\u5f88\u5feb\u90fd\u4f1a\u5f80\u8fd9\u4e2a\u9886\u57df\u503e\u659c\u3002\u65e9\u5728 2024 \u5e74\u666f\u9cb2\u5c31\u548c\u6211\u4eec\u63d0\u5230\u8fc7\u4f20\u7edf\u641c\u7d22\u6ca1\u6709\u529e\u6cd5\u5fc5\u987b\u8df3\u5230\u5916\u90e8 website \u843d\u5730\uff0c\u4f46 Agent \u4e0d\u662f\u8fd9\u6837\uff0c\u53ef\u4ee5\u7ed9\u7528\u6237\u66f4\u7ec8\u6781\u7684\u4e1c\u897f\uff0c\u672a\u6765 agent \u7684\u5b9a\u4ef7\u8981\u8ddf\u5458\u5de5\u5bf9\u6807\u3002\u5c0f\u800c\u7ed3\u6784\u5408\u7406\u7684 AI-native \u56e2\u961f\uff0c\u6548\u7387\u53ef\u8fbe\u5230\u4f20\u7edf\u5927\u7ec4\u7ec7\u7684 10 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