{"id":9549,"date":"2025-12-23T07:53:26","date_gmt":"2025-12-23T07:53:26","guid":{"rendered":"http:\/\/nxhdyxdsj.com\/?p=9549"},"modified":"2025-12-23T07:53:26","modified_gmt":"2025-12-23T07:53:26","slug":"%e7%b1%b3%e5%93%88%e6%b8%b8%e8%85%be%e8%ae%af%e8%ba%ba%e8%b5%a2%ef%bc%8cminimax%e5%b0%86%e6%88%90ai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%ac%ac%e4%b8%80%e8%82%a1%ef%bc%81%e5%9b%be%e7%81%b5","status":"publish","type":"post","link":"http:\/\/nxhdyxdsj.com\/?p=9549","title":{"rendered":"\u7c73\u54c8\u6e38\u817e\u8baf\u8eba\u8d62\uff0cMiniMax\u5c06\u6210\u201cAI\u5927\u6a21\u578b\u7b2c\u4e00\u80a1\u201d\uff01\u56fe\u7075\u5956\u5927\u4f6c\u5374\u8bf4\u201c\u5927\u6a21\u578b\u8def\u8d70\u9519\u4e86\u201d\uff1f | \u6e38\u620f\u89c2\u70b9 | \u6e38\u620f\u62a5\u9053"},"content":{"rendered":"<p><\/p>\n<div>\n<p><img loading=\"lazy\" fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-584684 aligncenter j-lazy\" src=\"http:\/\/img.gamelook.com.cn\/2025\/12\/aimm1.jpg\" alt=\"\" width=\"567\" height=\"314\"\/><\/p>\n<p><strong>\u3010\u6e38\u620f\u65b0\u95fb\u4e13\u7a3f\uff0c\u7981\u6b62\u8f6c\u8f7d\uff01\u3011<\/strong><\/p>\n<p>\u6e38\u620f\u65b0\u95fb\u62a5\u9053\/<\/p>\n<p>2025\u5e7412\u670821\u65e5\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u72ec\u89d2\u517d MiniMax \u6b63\u5f0f\u901a\u8fc7\u9999\u6e2f\u4ea4\u6613\u6240\u8046\u8baf\u3002\u5728\u6469\u5c14\u7ebf\u7a0b\u5f15\u7206\u56fd\u4ea7\u786c\u4ef6\u8d5b\u9053\u6570\u5468\u540e\uff0c\u6e2f\u80a1\u5e02\u573a\u5373\u5c06\u8fce\u6765\u9996\u5bb6\u4ee5\u5927\u6a21\u578b\u4e3a\u6838\u5fc3\u4e1a\u52a1\u7684\u4e2d\u56fd AI \u516c\u53f8\u3002<br \/><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-584685 aligncenter j-lazy\" src=\"http:\/\/img.gamelook.com.cn\/2025\/12\/aimm2.jpg\" alt=\"\" width=\"677\" height=\"552\"\/><\/p>\n<p>\u6839\u636e\u6b64\u524d\u5e02\u573a\u9884\u671f\uff0cMiniMax \u7684\u4f30\u503c\u7ea6\u4e3a 40 \u4ebf\u7f8e\u5143\uff08\u7ea6\u5408 310 \u4ebf\u6e2f\u5143\uff09\u3002\u5176\u62db\u80a1\u4e66\u62ab\u9732\u7684\u80a1\u4e1c\u540d\u5355\u582a\u79f0\u8c6a\u534e\uff1a\u817e\u8baf\u3001\u963f\u91cc\u7b49\u4e92\u8054\u7f51\u5de8\u5934\u4f4d\u5217\u5176\u4e2d\uff0c\u7c73\u54c8\u6e38\u4f5c\u4e3a\u65e9\u671f\u6218\u7565\u6295\u8d44\u8005\u66f4\u662f\u91cd\u4ed3\u62bc\u6ce8\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5265\u79bb\u8fd9\u4e9b\u8d44\u672c\u5149\u73af\uff0cMiniMax \u7684\u4e0a\u5e02\u8282\u70b9\u9009\u5728\u4e86\u4e00\u4e2a\u6781\u5176\u5fae\u5999\u7684\u65f6\u523b\uff0c\u5168\u7403\u79d1\u6280\u5708\u6b63\u5904\u4e8e\u5bf9\u5927\u6a21\u578b\u6280\u672f\u8def\u7ebf\u4ea7\u751f\u6df1\u523b\u5206\u6b67\uff0c\u4f46\u5927\u6a21\u578b\u7684\u5546\u4e1a\u5316\u843d\u5730\u5374\u610f\u5916\u52a0\u901f\u7684\u5341\u5b57\u8def\u53e3\u3002<\/p>\n<p><span style=\"color: #ff6600;\"><strong>\u56fe\u7075\u5956\u5927\u725b\uff1a\u70e7\u4e86\u4e07\u4ebf\u7f8e\u5143\u7684LLM\u5927\u6a21\u578b\u662f\u4e00\u6761\u6b7b\u8def\uff1f<\/strong><\/span><\/p>\n<p>2025 \u5e74\u5bf9\u4e8e AI \u884c\u4e1a\u800c\u8a00\uff0c\u662f\u795b\u9b45\u7684\u4e00\u5e74\u3002\u5728 MiniMax \u9012\u8868\u524d\u540e\uff0c\u5173\u4e8e\u201c\u70e7\u4e86\u4e07\u4ebf\u7f8e\u5143\u7684\u5927\u6a21\u578b\u662f\u5426\u5728\u5927\u65b9\u5411\u4e0a\u8d70\u9519\u4e86\u201d\u7684\u4e89\u8bba\u5728\u5b66\u672f\u754c\u8fbe\u5230\u4e86\u6cb8\u70b9\u3002<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-584686 aligncenter j-lazy\" src=\"http:\/\/img.gamelook.com.cn\/2025\/12\/aimm3.jpg\" alt=\"\" width=\"677\" height=\"382\"\/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14px;\">Yann LeCun<\/span><\/p>\n<p>Meta \u9996\u5e2d AI \u79d1\u5b66\u5bb6\u3001\u56fe\u7075\u5956\u5f97\u4e3b\u6768\u7acb\u6606\uff08Yann LeCun\uff09\u8fd1\u671f\u5728\u63a5\u53d7\u91c7\u8bbf\u65f6\u76f4\u8a00\u4e0d\u8bb3\u5730\u6307\u51fa\uff0c\u8ba4\u4e3a\u5355\u7eaf\u6269\u5927\u8bed\u8a00\u6a21\u578b\u89c4\u6a21\u5c31\u80fd\u5b9e\u73b0\u8d85\u7ea7\u667a\u80fd\u7684\u60f3\u6cd5\u662f\u201c\u5b8c\u5168\u7684\u80e1\u626f\uff08Complete BS\uff09\u201d\u3002\u800c\u4e3a\u4e86\u8df5\u884c\u81ea\u5df1\u7684\u201c\u4e16\u754c\u6a21\u578b\u201d\u7406\u5ff5\uff0c\u5176\u5c06\u5728\u7ebd\u7ea6\u521b\u7acb\u4e00\u5bb6\u65b0\u7684AI\u521b\u4e1a\u516c\u53f8\uff0c\u800c\u53bb\u7ebd\u7ea6\u7684\u539f\u56e0\u3001\u5c31\u662f\u4e3a\u4e86\u9003\u79bb\u5168\u5728\u505a\u5927\u6a21\u578b\u3001\u6280\u672f\u540c\u8d28\u5316\u4e25\u91cd\u7684\u7845\u8c37\u3002<\/p>\n<p>\u8fd9\u79cd\u6fc0\u70c8\u7684\u6279\u8bc4\u5e76\u975e\u60c5\u7eea\u5ba3\u6cc4\uff0c\u800c\u662f\u57fa\u4e8e\u5bf9 LLM \u5e95\u5c42\u67b6\u6784\u7684\u6570\u5b66\u6d1e\u5bdf\u3002LeCun \u6307\u51fa\uff0c\u5f53\u524d\u7684 GPT \u7c7b\u6a21\u578b\u672c\u8d28\u4e0a\u662f\u57fa\u4e8e\u201c\u81ea\u56de\u5f52\u201d\u673a\u5236\u8fd0\u884c\u7684\uff0c\u5373\u6839\u636e\u524d\u9762\u7684\u8bcd\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u3002\u8fd9\u662f\u4e00\u79cd\u5178\u578b\u7684\u201cSystem 1\u201d\uff08\u5feb\u601d\u8003\uff09\u53cd\u5e94\uff0c\u6a21\u578b\u6bcf\u751f\u6210\u4e00\u4e2a\u5b57\u6240\u7528\u7684\u8ba1\u7b97\u91cf\u662f\u56fa\u5b9a\u7684\uff0c\u7f3a\u4e4f\u201c\u505c\u4e0b\u6765\u601d\u8003\u3001\u89c4\u5212\u3001\u63a8\u6f14\u4e0d\u540c\u53ef\u80fd\u6027\u201d\u7684\u201cSystem 2\u201d\uff08\u6162\u601d\u8003\uff09\u8fc7\u7a0b\u3002<\/p>\n<p>LeCun \u8b66\u544a\u79f0\uff0c\u8fd9\u79cd\u673a\u5236\u5b58\u5728\u81f4\u547d\u7684\u6307\u6570\u7ea7\u8bef\u5dee\u7d2f\u79ef\uff1a\u5982\u679c\u5728\u6bcf\u4e00\u6b65\u9884\u6d4b\u4e2d\u90fd\u6709 1% \u7684\u5fae\u5c0f\u6982\u7387\u51fa\u9519\uff0c\u90a3\u4e48\u751f\u6210\u4e00\u6bb5\u957f\u6587\u672c\u540e\uff0c\u9519\u8bef\u7387\u4f1a\u5448\u6307\u6570\u7ea7\u4e0a\u5347\uff0c\u5bfc\u81f4\u903b\u8f91\u5d29\u584c\uff08\u5373\u5e7b\u89c9\uff09\u3002\u8fd9\u5c31\u597d\u6bd4\u53f8\u673a\u5f00\u8f66\u53ea\u770b\u773c\u524d 1 \u7c73\u7684\u8def\uff0c\u4e0d\u770b\u5730\u56fe\u4e5f\u4e0d\u770b\u8fdc\u5904\uff0c\u867d\u7136\u8fd9 1 \u7c73\u53ef\u80fd\u8d70\u5bf9\u4e86\uff0c\u4f46\u6700\u7ec8\u5927\u6982\u7387\u4f1a\u5f00\u8fdb\u6c9f\u91cc\u3002<\/p>\n<p>\u66f4\u6df1\u5c42\u7684\u7f3a\u9677\u5728\u4e8e\u201c\u4e16\u754c\u6a21\u578b\u201d\u7684\u7f3a\u5931\u3002LeCun \u8457\u540d\u7684\u201c\u732b\u6bd4 GPT \u806a\u660e\u201d\u8bba\u65ad\uff0c\u6307\u7684\u6b63\u662f\u7269\u7406\u5e38\u8bc6\u3002\u4e00\u53ea\u732b\u77e5\u9053\u8df3\u5411\u684c\u5b50\u9700\u8981\u591a\u5927\u529b\u6c14\uff0c\u77e5\u9053\u676f\u5b50\u63a8\u4e0b\u53bb\u4f1a\u788e\uff08\u56e0\u679c\u5f8b\uff09\uff0c\u77e5\u9053\u7269\u4f53\u88ab\u6321\u4f4f\u540e\u4f9d\u7136\u5b58\u5728\uff08\u5ba2\u4f53\u6c38\u4e45\u6027\uff09\u3002<\/p>\n<p>\u800c LLM \u5b66\u4e60\u7684\u662f\u6587\u672c\u7684\u7edf\u8ba1\u89c4\u5f8b\uff0c\u5b83\u5904\u7406\u7684\u662f\u7b26\u53f7\uff0c\u8111\u6d77\u4e2d\u5e76\u6ca1\u6709\u6a21\u62df\u73b0\u5b9e\u4e16\u754c\u7684\u7269\u7406\u5f15\u64ce\u3002\u5982\u679c\u4e0d\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u67b6\u6784\uff0c\u5982\u91c7\u7528\u4ed6\u63d0\u51fa\u7684 JEPA \u8054\u5408\u5d4c\u5165\u9884\u6d4b\u67b6\u6784\uff08JEPA \u9884\u6d4b\u7684\u662f\u62bd\u8c61\u7279\u5f81\u7a7a\u95f4\u4e2d\u7684\u72b6\u6001\u3002\u5b83\u5141\u8bb8 AI \u5728\u5185\u5fc3\u6784\u5efa\u4e00\u4e2a\u6a21\u62df\u5668\uff0c\u5728\u884c\u52a8\u4e4b\u524d\u5148\u5728\u8111\u6d77\u4e2d\u201c\u9884\u6f14\u201d\u540e\u679c\uff0c\u786e\u8ba4\u65e0\u8bef\u540e\u518d\u8f93\u51fa\uff09\uff0c\u76ee\u524d\u7684\u8def\u7ebf\u6c38\u8fdc\u65e0\u6cd5\u5230\u8fbe\u4eba\u7c7b\u6c34\u5e73\u7684\u667a\u80fd\uff0c\u751a\u81f3\u8fde\u201c\u732b\u72d7\u7ea7\u522b\u201d\u7684\u7269\u7406\u4e16\u754c\u7406\u89e3\u529b\u90fd\u96be\u4ee5\u4f01\u53ca\u3002<br \/><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-584687 aligncenter j-lazy\" src=\"http:\/\/img.gamelook.com.cn\/2025\/12\/aimm4.jpg\" alt=\"\" width=\"677\" height=\"380\"\/><\/p>\n<p style=\"text-align: center;\">Richard Sutton<\/p>\n<p>\u65e0\u72ec\u6709\u5076\uff0c\u5f3a\u5316\u5b66\u4e60\u4e4b\u7236\u3001\u540c\u4e3a\u56fe\u7075\u5956\u5f97\u4e3b\u7684 Richard Sutton \u6b64\u524d\u4e5f\u8868\u8fbe\u4e86\u7c7b\u4f3c\u7684\u60b2\u89c2\u60c5\u7eea\uff0c\u5e76\u5c06\u5927\u6a21\u578b\u79f0\u4e3a\u901a\u5411\u771f\u6b63\u667a\u80fd\u9053\u8def\u4e0a\u7684\u201c\u6b7b\u80e1\u540c\u201d\u3002<\/p>\n<p>Sutton \u7684\u89c6\u89d2\u4fa7\u91cd\u4e8e\u667a\u80fd\u7684\u6765\u6e90\u3002\u4ed6\u8ba4\u4e3a\u5f53\u524d\u7684\u5927\u6a21\u578b\u9677\u5165\u4e86\u201c\u6a21\u4eff\u5b66\u4e60\uff08Imitation Learning\uff09\u201d\u7684\u9677\u9631\u3002\u5b83\u4eec\u9605\u8bfb\u4e86\u4eba\u7c7b\u5199\u4e0b\u7684\u6240\u6709\u6587\u5b57\uff0c\u8bd5\u56fe\u6a21\u4eff\u4eba\u7c7b\u8bf4\u8bdd\u7684\u8bed\u6c14\u548c\u6982\u7387\uff0c\u4f46\u8fd9\u4e0e\u771f\u6b63\u7684\u667a\u80fd\u80cc\u9053\u800c\u9a70\u3002\u771f\u6b63\u7684\u667a\u80fd\u5fc5\u987b\u6765\u81ea\u201c\u63a5\u5730\u6c14\u7684\u4f53\u9a8c\u201d\uff0c\u5c31\u50cf AlphaGo \u4e0d\u662f\u9760\u6b7b\u8bb0\u786c\u80cc\u68cb\u8c31\u6218\u80dc\u4eba\u7c7b\uff0c\u800c\u662f\u9760\u81ea\u6211\u535a\u5f08\uff0c\u5728\u80dc\u8d1f\u53cd\u9988\u4e2d\u201c\u609f\u201d\u51fa\u4e86\u68cb\u7406\u3002<\/p>\n<p>\u6b64\u5916\uff0cSutton \u6307\u51fa LLM \u7f3a\u4e4f\u771f\u6b63\u7684\u76ee\u6807\u3002\u667a\u80fd\u7684\u5b9a\u4e49\u5e94\u8be5\u662f\u201c\u4ee5\u6b64\u4e3a\u76ee\u6807\uff0c\u7075\u6d3b\u5730\u6539\u53d8\u884c\u4e3a\u201d\uff0c\u800c LLM \u672c\u8d28\u4e0a\u53ea\u6709\u4e00\u4e2a\u76ee\u6807\uff1a\u964d\u4f4e\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u7684\u56f0\u60d1\u5ea6\uff08Perplexity\uff09\u3002<\/p>\n<p>\u8fd9\u5bfc\u81f4\u5b83\u4eec\u53ea\u80fd\u5145\u5f53\u201c\u590d\u8bfb\u673a\u201d\u6216\u201c\u89c2\u70b9\u7684\u6df7\u5408\u4f53\u201d\uff0c\u65e0\u6cd5\u50cf\u4e00\u4e2a\u771f\u6b63\u7684\u667a\u80fd\u4f53\u90a3\u6837\uff0c\u4e3a\u4e86\u8fbe\u6210\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\uff08\u5982\u201c\u8bbe\u8ba1\u4e00\u4e2a\u4e0d\u4ec5\u80fd\u8dd1\u800c\u4e14\u7701\u7535\u7684\u4ee3\u7801\u201d\uff09\u53bb\u8fdb\u884c\u591a\u6b65\u8bd5\u9519\u548c\u7b56\u7565\u8c03\u6574\u3002<\/p>\n<p><span style=\"color: #ff6600;\"><strong>\u73b0\u6709\u7684AI\u5546\u4e1a\u6a21\u5f0f\u4e0d\u9700\u8981\u5b8c\u7f8e<\/strong><\/span><\/p>\n<p>\u6309\u7167\u5b66\u754c\u5927\u4f6c\u7684\u903b\u8f91\uff0c\u5927\u6a21\u578b\u4f3c\u4e4e\u9677\u5165\u4e86\u74f6\u9888\u3002\u4f46\u5728\u4ea7\u4e1a\u754c\uff0c\u60c5\u51b5\u5374\u622a\u7136\u4e0d\u540c\u3002<\/p>\n<p>Air Street Capital \u5728\u5176 2025 \u5e74\u5ea6\u300aAI \u73b0\u72b6\u62a5\u544a\u300b \u4e2d\u63d0\u51fa\u4e86\u4e00\u4e2a\u4e0e\u79d1\u5b66\u754c\u622a\u7136\u4e0d\u540c\u7684\u89c6\u89d2\uff1aAI \u5df2\u7ecf\u8de8\u8fc7\u4e86\u63a2\u7d22\u671f\uff0c\u8fdb\u5165\u4e86\u201c\u5efa\u8bbe\u8005\u624b\u518c\uff08The Builder\u2019s Playbook\uff09\u201d\u9636\u6bb5\u3002\u62a5\u544a\u6570\u636e\u663e\u793a\uff0c\u8d85\u8fc7 95% \u7684\u53d7\u8bbf\u4f01\u4e1a\u5df2\u5c06 AI \u7eb3\u5165\u751f\u4ea7\u6d41\u7a0b\u3002<\/p>\n<p>\u8fd9\u5f62\u6210\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u201c\u5927\u59a5\u534f\u201d\uff1a\u4f01\u4e1a\u4e0d\u518d\u6267\u7740\u4e8e\u5bfb\u627e\u4e00\u4e2a\u50cf\u4eba\u4e00\u6837\u601d\u8003\u7684\u7845\u57fa\u751f\u547d\uff0c\u800c\u662f\u52a1\u5b9e\u5730\u63a5\u7eb3\u4e86\u4e00\u4e2a\u5e76\u4e0d\u5b8c\u7f8e\u3001\u4f46\u80fd\u5e72\u6d3b\u7684\u8d85\u7ea7\u5de5\u5177\u3002\u7279\u522b\u662f\u5728 80% \u7684 AI \u539f\u751f\u4f01\u4e1a\u5168\u529b\u62bc\u6ce8\u201c\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\uff08Agentic Workflows\uff09\u201d\u7684\u5f53\u4e0b\uff0c\u5e02\u573a\u5bf9 AI 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class=\"size-full wp-image-584689 aligncenter j-lazy\" src=\"http:\/\/img.gamelook.com.cn\/2025\/12\/aimm6.jpg\" alt=\"\" width=\"677\" height=\"755\"\/><\/p>\n<p>\u7b54\u6848\u85cf\u5728\u62db\u80a1\u4e66\u7684\u8d22\u52a1\u6570\u636e\u91cc\u3002\u5c3d\u7ba1 MiniMax \u8d26\u9762\u6301\u6709\u7ea6 80 \u4ebf\u5143\u4eba\u6c11\u5e01\uff08\u7ea6 11 \u4ebf\u7f8e\u5143\uff09\u7684\u73b0\u91d1\u50a8\u5907\uff0c\u4f46\u9762\u5bf9 DeepSeek\u3001\u963f\u91cc Qwen \u7b49\u5f00\u6e90\u6a21\u578b\u7684\u6b65\u6b65\u7d27\u903c\uff0c\u4ee5\u53ca GPT-5 \u7ea7\u522b\u6a21\u578b\u53ef\u80fd\u7684\u519b\u5907\u7ade\u8d5b\uff0c\u8fd9\u4e9b\u94b1\u5e76\u4e0d\u7b97\u591a\u3002<\/p>\n<p>\u622a\u81f3 2025 \u5e74 9 \u6708\uff0cMiniMax \u62e5\u6709 385 \u540d\u5458\u5de5\uff0c\u5176\u4e2d 73.8% \u4e3a\u7814\u53d1\u4eba\u5458\u3002\u867d\u7136\u516c\u53f8 AI \u539f\u751f\u4ea7\u54c1\u6536\u5165\u5360\u6bd4\u5df2\u8fbe 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