{"id":39062,"date":"2025-02-28T19:01:42","date_gmt":"2025-02-28T11:01:42","guid":{"rendered":"https:\/\/17aitech.com\/?p=39062"},"modified":"2025-02-28T19:01:42","modified_gmt":"2025-02-28T11:01:42","slug":"%e9%98%b6%e8%b7%83%e6%98%9f%e8%be%b0%e5%86%8d%e6%8b%bf%e5%a4%9a%e6%a8%a1%e6%80%81%e6%a6%9c%e9%a6%96%ef%bc%8c%e5%85%a8%e6%96%b9%e4%bd%8d%e5%8d%87%e7%ba%a7%e5%8f%91%e5%b8%83%e5%85%ad%e6%ac%be%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39062","title":{"rendered":"\u9636\u8dc3\u661f\u8fb0\u518d\u62ff\u591a\u6a21\u6001\u699c\u9996\uff0c\u5168\u65b9\u4f4d\u5347\u7ea7\u53d1\u5e03\u516d\u6b3e\u6a21\u578b"},"content":{"rendered":"

\u4f5c\u8005\uff5c\u6731\u53ef\u8f69<\/p>\n

\u7f16\u8f91\uff5c\u9648\u5f69\u5a34<\/p>\n

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\u5148\u662f OpenAI \u6253\u54cd\u4e86\u5f00\u5e74\u7b2c\u4e00\u201c\u67aa\u201d\uff0cChatGPT \u4e0a\u7ebf\u4e86\u65b0\u529f\u80fd\u201cTasks\u201d\uff0c\u4e3b\u6253\u63d0\u5347\u4e86\u4efb\u52a1\u6267\u884c\u80fd\u529b\uff0c\u4e4b\u540e\u56fd\u5185\u4e00\u4f17\u5382\u5546\u4e5f\u5148\u540e\u53d1\u5e03\u4e86\u81ea\u5bb6\u6210\u679c\u2014\u2014<\/p>\n

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\u63a5\u7740\uff0c\u667a\u8c31 AI \u63a8\u51fa\u4e86\u7aef\u5230\u7aef\u591a\u6a21\u6001\u5927\u6a21\u578b GLM-Realtime\uff1b\u9762\u58c1\u667a\u80fd\u5e26\u6765\u4e86\u7aef\u4fa7\u591a\u6a21\u6001\u6a21\u578b MiniCPM-o 2.6\uff1bDeepSeek \u5f00\u6e90\u4e86 DeepSeek-R1 \u63a8\u7406\u6a21\u578b……<\/p>\n

\u521a\u5f00\u5e74\uff0c\u6a21\u578b\u66f4\u65b0\u4fbf\u591a\u5230\u8ba9\u4eba\u773c\u82b1\u7f2d\u4e71\uff0c\u5f53\u4e2d\u4e5f\u4e0d\u96be\u53d1\u73b0\uff0c\u591a\u6a21\u6001\u3001\u63a8\u7406\u548c\u7aef\u4fa7\u4f9d\u65e7\u662f\u4eca\u5e74\u5404\u5bb6\u5bfb\u6c42\u7a81\u7834\u7684\u91cd\u70b9\u65b9\u5411\u3002<\/p>\n

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\u9636\u8dc3\u7684\u66f4\u65b0\u901f\u5ea6\u5728\u56fd\u5185\u5927\u6a21\u578b\u5382\u5546\u4e2d\u53ef\u4ee5\u8bf4\u662f\u975e\u5e38\u5c11\u89c1\uff0c\u81ea 1 \u6708 16 \u65e5\u5f00\u59cb\uff0c\u6487\u5f00\u5468\u672b\u53cc\u4f11\uff0c\u9636\u8dc3\u8fd9\u6ce2\u51e0\u4e4e\u4e00\u5929\u4e00\u66f4\uff0c\u4e3b\u6253\u4fdd\u8d28\u8d85\u91cf\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n

\u6700\u4e3a\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u591a\u6a21\u6001\u9886\u57df\u5176\u5b9e\u4e00\u76f4\u90fd\u662f\u9636\u8dc3\u7684\u8212\u9002\u533a\uff0c\u5176\u53bb\u5e74\u5c31\u5df2\u7ecf\u53d1\u5e03\u4e86 8 \u6b3e\u76f8\u5173\u6a21\u578b\uff0c\u4e14\u5728\u591a\u4e2a\u4e1a\u5185\u6743\u5a01\u699c\u5355\u4e2d\u62ff\u4e0b\u56fd\u5185\u7b2c\u4e00\u3002<\/p>\n

\u5728\u6b64\u6b21\u6a21\u578b\u4e0a\u65b0\u4e2d\uff0c\u9636\u8dc3\u4e5f\u7ee7\u7eed\u5e26\u6765\u4e86\u591a\u6a21\u6001\u57fa\u5ea7\u6a21\u578b\u7684\u65b0\u6210\u679c\u2014\u2014\u591a\u6a21\u6001 Step-1o \u7cfb\u5217\u63a8\u51fa\u591a\u6a21\u6001\u7406\u89e3\u6a21\u578b Step-1o vision\u3001\u8bed\u97f3\u6a21\u578b Steo-1o Audio \u5347\u7ea7\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b Step-Video \u5347\u7ea7\u81f3 V2 \u7248\u3002<\/p>\n

\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0c\u9636\u8dc3\u5728\u591a\u6a21\u6001\u63a8\u7406\u4e5f\u5df2\u5f00\u59cb\u5d2d\u9732\u5934\u89d2\uff0c\u5176\u6b63\u5f0f\u53d1\u5e03\u4e86Step \u7cfb\u5217\u7684\u9996\u6b3e\u63a8\u7406\u6a21\u578b Step Reasoner mini \uff08\u7b80\u79f0\u201cStep R-mini\u201d\uff09\uff0c\u540c\u65f6\uff0c\u6b63\u5728\u63a8\u8fdb\u89c6\u89c9\u63a8\u7406\u6a21\u578b\u7684\u7814\u53d1\uff0c\u5c1d\u8bd5\u5c06\u63a8\u7406\u80fd\u529b\u878d\u5165\u66f4\u591a\u4ea4\u4e92\u5f62\u6001\u7684\u5927\u6a21\u578b\u4e2d\u3002<\/p>\n

\u9664\u591a\u6a21\u6001\u5916\uff0c\u9636\u8dc3\u7684\u8bed\u8a00\u6a21\u578b\u80fd\u529b\u4e5f\u4e0d\u53ef\u5c0f\u89d1\uff0c\u6587\u5b57\u521b\u4f5c\u4e00\u76f4\u662f\u9636\u8dc3\u65d7\u4e0b\u6a21\u578b\u7684\u4e00\u5927\u4f18\u52bf\u6240\u5728\uff0c\u6b64\u6b21\u9636\u8dc3\u4e5f\u540c\u671f\u53d1\u5e03\u4e86\u5c0f\u6a21\u578b Step R-mini \u548c Step-2 \u6587\u5b66\u5927\u5e08\u7248\uff0c\u7ee7\u7eed\u5f3a\u5316 Step-2 \u6a21\u578b\u7684\u521b\u4f5c\u80fd\u529b\u3002<\/p>\n

2025 \u5e74\u7684\u6a21\u578b\u4e4b\u6218\u5df2\u7136\u6253\u54cd\uff0c\u800c\u9636\u8dc3\u5728\u5f00\u5e74\u4fbf\u5df2\u706b\u529b\u5168\u5f00\uff0c\u5728\u591a\u6a21\u6001\u65b9\u9762\u66f4\u662f\u5448\u73b0\u51fa\u201c\u5377\u738b\u201d\u4e4b\u59ff\uff0c\u8fc5\u901f\u4e0e\u5176\u4ed6\u5382\u5546\u62c9\u5f00\u4e86\u5dee\u8ddd\u3002<\/p>\n

<\/p>\n

\u591a\u6a21\u6001\u300c\u5377\u300d\u738b\u4e4b\u738b<\/span><\/strong><\/span><\/p>\n

\u591a\u6a21\u6001\u662f\u9636\u8dc3\u4e00\u76f4\u4ee5\u6765\u5728\u6301\u7eed\u53d1\u529b\u7684\u91cd\u70b9\u65b9\u5411\uff0c\u4e5f\u662f\u9636\u8dc3\u7684\u4f18\u52bf\u6240\u5728\uff0c\u53bb\u5e74\u6210\u7acb\u4ee5\u6765\uff0c\u9636\u8dc3\u4fbf\u5df2\u5728\u591a\u6a21\u6001\u9886\u57df\u63a8\u51fa\u4e86 8 \u6b3e\u5927\u6a21\u578b\uff1a<\/p>\n

\u5305\u62ec Step-1V\u3001Step-1.5V \u4e24\u6b3e\u591a\u6a21\u6001\u5927\u6a21\u578b\uff1bStep-1X \u56fe\u50cf\u751f\u6210\u5927\u6a21\u578b\uff1bStep-1.5v-turbo \u89c6\u9891\u7406\u89e3\u6a21\u578b\u548c Step-Video \u89c6\u9891\u751f\u6210\u6a21\u578b\uff1b\u4e09\u6b3e\u8bed\u97f3\u5927\u6a21\u578b\u2014\u2014Step-tts-mini \u8bed\u97f3\u590d\u523b\u548c\u751f\u6210\u5927\u6a21\u578b\u3001Step-asr \u8bed\u97f3\u8bc6\u522b\u5927\u6a21\u578b\u548c Step-1o Audio \u8bed\u97f3\u5927\u6a21\u578b\u3002<\/p>\n

\u8fd1\u65e5\uff0c\u9636\u8dc3\u66f4\u65b0\u4e86\u591a\u6a21\u6001 Step-1o \u7cfb\u5217\u6210\u679c\uff0c\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cStep-1o \u4e5f\u5728\u56fd\u5185\u6743\u5a01\u7684\u5927\u578b\u6a21\u578b\u8bc4\u4f30\u5e73\u53f0\u201c\u53f8\u5357\u201d\uff08OpenCompass\uff09\u591a\u6a21\u6001\u6a21\u578b\u8bc4\u6d4b\u5b9e\u65f6\u699c\u5355\u4e2d\u62ff\u4e0b\u4e86\u7b2c\u4e00\uff1a<\/p>\n

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

\u8bf4\u56de\u65b0\u6210\u679c\uff0c\u9996\u5148\uff0c\u9636\u8dc3\u5728 Step-1o Audio \u7684\u57fa\u7840\u4e0a\u5e26\u6765\u4e86\u5347\u7ea7\uff0c\u8fd9\u6b3e\u56fd\u5185\u9996\u4e2a\u5343\u4ebf\u53c2\u6570\u7aef\u5230\u7aef\u8bed\u97f3\u5927\u6a21\u578b\u8ddd\u79bb\u9996\u53d1\u521a\u8fc7\u53bb\u4e00\u4e2a\u591a\u6708\uff0c\u9636\u8dc3\u4fbf\u53c8\u8fc5\u901f\u8fed\u4ee3\u4e86\u65b0\u7248\u672c\uff0c\u8f83\u4e4b\u4e0a\u4e00\u7248\u5b9e\u73b0\u4e86\u66f4\u4f4e\u5ef6\u8fdf\uff0c\u58f0\u97f3\u4e5f\u66f4\u4e3a\u81ea\u7136\u3002<\/p>\n

\u5728\u901a\u8bdd\u8fc7\u7a0b\u4e2d\uff0cStep-1o Audio \u5347\u7ea7\u7248\u4e0d\u4ec5\u80fd\u611f\u77e5\u7406\u89e3\u60c5\u7eea\uff0c\u8fd8\u80fd\u7ed3\u5408\u8bed\u5883\uff0c\u6df1\u5ea6\u7406\u89e3\u60c5\u611f\u9700\u6c42\uff0c\u63d0\u4f9b\u6700\u4f73\u56de\u5e94\uff1a<\/p>\n

\u5728\u5411\u5176\u5410\u69fd\u751f\u6d3b\u4e2d\u7410\u788e\u7684\u4e8b\u60c5\u5982\u201c\u5f00\u4e86\u4e00\u5929\u8f66\u611f\u89c9\u5f88\u7d2f\u201d\uff0c\u5979\u80fd\u5728\u5938\u5956\u6211\u4eec\u201c\u771f\u80fd\u5e72\u201d\u7684\u540c\u65f6\u7ed9\u51fa\u8bf8\u5982\u201c\u559d\u53e3\u6c34\u3001\u5403\u70b9\u4e1c\u897f\u8865\u5145\u80fd\u91cf\u201d\u7684\u5efa\u8bae\uff0c\u518d\u5982\u56f4\u7ed5\u201c\u6700\u8fd1\u63a5\u5355\u5f88\u591a\uff0c\u611f\u89c9\u8170\u5f88\u9178\u75db\u201d\u8fd9\u4e00\u95ee\u9898\uff0c\u5979\u4e5f\u80fd\u4e00\u8fb9\u611f\u53f9\u751f\u610f\u7ea2\u706b\uff0c\u4e00\u8fb9\u5efa\u8bae\u6211\u4eec\u8981\u6ce8\u610f\u8eab\u4f53\uff0c\u8bb0\u5f97\u53bb\u533b\u9662\u770b\u770b\uff0c\u4eba\u60c5\u5473\u6ee1\u6ee1\u3002<\/p>\n

\u6b64\u5916\uff0c\u5347\u7ea7\u7248\u4e5f\u5df2\u652f\u6301\u591a\u8bed\u79cd\u548c\u591a\u65b9\u8a00\u7684\u5bf9\u8bdd\uff0c\u5e76\u80fd\u5728\u4e2d\u82f1\u4ea4\u6d41\u4e2d\u8fbe\u5230\u201c\u540c\u4f20\u201d\u3002<\/p>\n

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\u9636\u8dc3\u540c\u671f\u63a8\u51fa\u4e86 Step-1o Vision \u591a\u6a21\u6001\u6a21\u578b\uff0c\u4f5c\u4e3a Step-1o \u7684\u89c6\u89c9\u7248\u672c\uff0c\u4e0e Step-1V \u548c Step-1.5V \u4e24\u6b3e\u66f4\u65e9\u7248\u672c\u7684\u89c6\u89c9\u7406\u89e3\u6a21\u578b\u76f8\u6bd4\uff0c\u5b9e\u73b0\u4e86\u6a21\u578b\u67b6\u6784\u5347\u7ea7\uff0c\u5e76\u5728\u5728\u89c6\u89c9\u8bc6\u522b\u3001\u611f\u77e5\u3001\u6307\u4ee4\u8ddf\u968f\u3001\u63a8\u7406\u7b49\u4efb\u52a1\u4e0a\u5b9e\u73b0\u5927\u5e45\u63d0\u5347\uff0c\u62e5\u6709\u4e86\u66f4\u5f3a\u7684\u89c6\u89c9\u6027\u80fd\u3002<\/p>\n

\u6b64\u524d\uff0c\u5728 LMSYS Org \u53d1\u5e03\u7684\u5927\u6a21\u578b\u7ade\u6280\u573a Chatbot Arena \u699c\u5355\u4e2d\uff0cStep-1V \u4fbf\u5df2\u4f4d\u5217\u89c6\u89c9\u9886\u57df\u56fd\u5185\u5927\u6a21\u578b\u7b2c\u4e00\uff0c\u603b\u5206\u540c Gemini-1.5-Flash-8B-Exp-0827 \u6301\u5e73\u3002<\/p>\n

\u8fd9\u6b21\u5347\u7ea7\u7248\u7684 Step-1o Vision \u53c8\u4e00\u6218\u6210\u540d\uff0c\u521a\u521a\u53d1\u5e03\u4fbf\u5728 1 \u6708 20 \u65e5 LMSYS Org \u6700\u65b0\u699c\u5355\u4e2d\uff0c\u62ff\u4e0b\u4e86\u56fd\u5185\u89c6\u89c9\u9886\u57df\u5927\u6a21\u578b\u7b2c\u4e00\uff0c\u8d85\u8fc7\u6240\u6709\u56fd\u5185\u5927\u6a21\u578b\u5382\u5546\uff0c\u4fdd\u6301\u4f4f\u4e86\u5728\u591a\u6a21\u6001\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\u3002<\/p>\n

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

LMSYS Org \u7f51\u5740\uff1ahttps:\/\/lmarena.ai\/<\/p>\n

\u636e\u9636\u8dc3\u5b98\u65b9\u4ecb\u7ecd\uff0cStep-1o Vision \u80fd\u591f\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u56fe\u50cf\u5185\u5bb9\uff0c\u4e0d\u7ba1\u662f\u590d\u6742\u573a\u666f\u8fd8\u662f\u76f8\u4f3c\u56fe\u7247\u90fd\u80fd\u8f7b\u677e\u8bc6\u522b\uff0c\u751a\u81f3\u80fd\u7cbe\u786e\u8bc6\u522b\u56fe\u4e2d\u7684\u591a\u79cd\u8bed\u8a00\u3002<\/p>\n

\u6b64\u5916\uff0cStep-1o Vision \u4e0d\u4ec5\u80fd\u770b\u61c2\u56fe\u7247\uff0c\u8fd8\u80fd\u6839\u636e\u56fe\u7247\u5185\u5bb9\u8fdb\u884c\u63a8\u7406\u3001\u8f85\u52a9\u7b54\u9898\u3001\u6fc0\u53d1\u7075\u611f\uff1a<\/p>\n

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\u540c Step-1.5v \u76f8\u6bd4\uff0cStep-1o Vision \u6240\u5173\u6ce8\u5230\u7684\u7ec6\u8282\u4e5f\u66f4\u591a\uff1a<\/p>\n

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

\u56fe\u6e90\u9636\u8dc3\u661f\u8fb0<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u5728\u63a8\u7406\u6a21\u578b\u7684\u7814\u53d1\u4e0a\uff0c\u9636\u8dc3\u4e5f\u6b63\u5728\u878d\u5165\u5176\u6240\u64c5\u957f\u7684\u591a\u6a21\u6001\uff0c\u591a\u6a21\u6001\u63a8\u7406\u5728\u6b64\u6b21\u4e0a\u65b0\u4e2d\u5d2d\u9732\u5934\u89d2\uff0c\u5176\u91cd\u78c5\u63a8\u51fa\u4e86 Step \u7cfb\u5217\u9996\u6b3e\u63a8\u7406\u6a21\u578b Step R-mini\uff0c\u8fd9\u540c\u65f6\u4e5f\u610f\u5473\u7740\u9636\u8dc3\u6210\u4e3a\u76ee\u524d\u57fa\u5ea7\u6a21\u578b\u6700\u5168\u7684\u516c\u53f8\u4e4b\u4e00\u3002<\/p>\n

\u6839\u636e\u9636\u8dc3\u65b9\u9762\u6570\u636e\u663e\u793a\uff0cStep R-mini \u4e0d\u4ec5\u5728 AIME \u548c Math \u7b49\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e0a\uff0c\u6210\u7ee9\u8d85\u8fc7\u4e86 o1-preview\uff0c\u6bd4\u80a9 OpenAI o1-mini\uff0c\u5728 LiveCodeBench \u4ee3\u7801\u4efb\u52a1\u4e0a\uff0c\u4e5f\u6bd4 o1-preview \u6548\u679c\u66f4\u4f73\u3002<\/p>\n

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

\u4ece\u5177\u4f53\u6548\u679c\u4e0a\u6765\u770b\uff0cStep R-mini \u65e2\u64c5\u957f\u4e3b\u52a8\u8fdb\u884c\u89c4\u5212\u3001\u5c1d\u8bd5\u548c\u53cd\u601d\uff0c\u53c8\u80fd\u901a\u8fc7\u6162\u601d\u8003\u548c\u53cd\u590d\u9a8c\u8bc1\u7684\u903b\u8f91\u673a\u5236\u63d0\u4f9b\u51c6\u786e\u53ef\u9760\u7684\u56de\u590d\u3002<\/p>\n

\u540c\u65f6\uff0c\u5176\u6700\u9c9c\u660e\u7684\u4eae\u70b9\u5728\u4e8e\uff0c\u5df2\u7ecf\u901a\u8fc7\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0c\u5e76\u4f7f\u7528 On-Policy\uff08\u540c\u7b56\u7565\uff09\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u5b9e\u73b0\u4e86\u201c\u6587\u7406\u517c\u4fee\u201d\uff0c\u65e2\u64c5\u957f\u901a\u8fc7\u8d85\u957f\u63a8\u7406\u80fd\u529b\uff0c\u89e3\u51b3\u903b\u8f91\u63a8\u7406\u3001\u4ee3\u7801\u548c\u6570\u5b66\u7b49\u590d\u6742\u95ee\u9898\uff0c\u4e5f\u80fd\u517c\u987e\u6587\u5b66\u521b\u4f5c\u7b49\u901a\u7528\u9886\u57df\u3002<\/p>\n

\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ea\u4f1a\u505a\u6570\u7406\u9898\u7684\u6a21\u578b\u5176\u5b9e\u662f\u5f88\u96be\u5b9e\u73b0\u63a8\u5e7f\u843d\u5730\u7684\uff0c\u800c\u53ea\u6709\u505a\u5230\u201c\u6587\u7406\u53cc\u4fee\u201d\uff0c\u6a21\u578b\u624d\u80fd\u5728\u5177\u5907\u8f83\u5f3a\u63a8\u7406\u903b\u8f91\u80fd\u529b\u548c\u6570\u7406\u80fd\u529b\u7684\u540c\u65f6\uff0c\u62e5\u6709\u66f4\u901a\u7528\u4efb\u52a1\u7684\u89e3\u51b3\u80fd\u529b\uff0c\u5982\u6b64\u8fdb\u4e00\u6b65\u63d0\u5347\u53ef\u7528\u6027\u3002<\/p>\n

\u8bed\u8a00\u63a8\u7406\u6a21\u578b\u5916\uff0c\u9636\u8dc3\u4e5f\u5728\u63a8\u8fdb\u89c6\u89c9\u63a8\u7406\u6a21\u578b\u7684\u7814\u53d1\u3002<\/p>\n

\u5176\u8bd5\u56fe\u5c06\u63a8\u7406\u80fd\u529b\u878d\u5165\u66f4\u591a\u4ea4\u4e92\u5f62\u6001\u7684\u5927\u6a21\u578b\u4e2d\uff0c\u9488\u5bf9\u590d\u6742\u89c6\u89c9\u573a\u666f\u4e0b\u7684 Reasoning \u95ee\u9898\uff0c\u5f15\u5165\u6162\u611f\u77e5\u548c\u7a7a\u95f4\u63a8\u7406\u7684\u601d\u60f3\uff0c\u628a Test-Time Scaling \u4ece\u6587\u672c\u7a7a\u95f4\u8f6c\u79fb\u5230\u89c6\u89c9\u7a7a\u95f4\uff0c\u5b9e\u73b0\u5728\u89c6\u89c9\u7a7a\u95f4\u4e0b\u7684 Spatial-Slow-Thinking\u3002\u636e AI \u79d1\u6280\u8bc4\u8bba\u4e86\u89e3\uff0c\u8fd9\u4e00\u6a21\u578b\u7684\u6b63\u5f0f\u7248\u672c\u5c06\u5728\u4eca\u5e74\u4e0a\u7ebf\u3002<\/p>\n

\u9664\u4e86\u524d\u6240\u8ff0\u4e09\u6b3e\u6a21\u578b\uff0c\u9636\u8dc3\u6b64\u756a\u9488\u5bf9 Step-Video \u89c6\u9891\u751f\u6210\u6a21\u578b\u4e5f\u8fdb\u884c\u4e86\u5347\u7ea7\uff0c\u63a8\u51fa Step-Video V2 \u7248\u672c\u3002<\/p>\n

Step-Video \u662f\u9636\u8dc3\u5728\u53bb\u5e74 11 \u6708\u4e0a\u65b0\u7684\u6a21\u578b\uff0c\u6b64\u6b21\u53d1\u5e03\u7684V2\u7248\u672c\u5728\u590d\u6742\u8fd0\u52a8\u3001\u7f8e\u611f\u3001\u7b80\u5355\u6587\u5b57\u751f\u6210\u3001\u4e2d\u82f1\u53cc\u8bed\u8f93\u5165\u548c\u955c\u5934\u8bed\u8a00\u65b9\u9762\u5177\u5907\u66f4\u5f3a\u7684\u751f\u6210\u80fd\u529b\u3002<\/p>\n

AI \u79d1\u6280\u8bc4\u8bba\u4e5f\u5bf9\u6b64\u8fdb\u884c\u4e86\u4e00\u6ce2\u5b9e\u6d4b\u2014\u2014<\/p>\n

\u6211\u4eec\u53d1\u73b0\uff0c\u5728\u8f93\u5165\u201c\u5c0f\u7537\u5b69\u53d8\u8eab\u6bd2\u6db2\u201d\u540e\uff0cStep-Video V2 \u80fd\u81ea\u52a8\u4e00\u952e\u6da6\u8272\u51fa\u7ec6\u8282\u66f4\u4e30\u5bcc\u7684\u5185\u5bb9\uff0c\u5e76\u8865\u5145\u6697\u8272\u8c03\u3001\u6a21\u7cca\u80cc\u666f\u7b49\u73af\u5883\u63cf\u5199\uff0c\u81ea\u7136\u5c06\u8fd9\u90e8\u5206\u878d\u5165\u89c6\u9891\u573a\u666f\u4e2d\uff1a<\/p>\n

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

\u540c\u65f6\uff0c\u5bf9\u4e8e\u955c\u5934\u8bed\u8a00\u4e5f\u8fdb\u884c\u4e86\u589e\u6dfb\uff0c\u81ea\u52a8\u5e2e\u6211\u4eec\u51b3\u5b9a\u4e86\u4ee5\u201c\u7279\u5199\u955c\u5934\u201d\u5c55\u73b0\uff0c\u6709\u6548\u63d0\u5347\u4e86\u89c6\u9891\u7684\u53d9\u4e8b\u80fd\u529b\u3002\u6b64\u5916\uff0c\u753b\u9762\u4e2d\u7684\u5c0f\u7537\u5b69\u5f62\u8c61\u903c\u771f\uff0c\u4e00\u6574\u5957\u53d8\u8eab\u8fc7\u7a0b\u4e5f\u975e\u5e38\u6d41\u7545\u3001\u81ea\u7136\u3002<\/p>\n

\u6b64\u5916\uff0cStep-Video V2 \u4e5f\u652f\u6301\u4e2d\u82f1\u53cc\u8bed\u8f93\u5165\uff0c\u5728\u8fdb\u884c\u590d\u6742\u8fd0\u52a8\u5c55\u73b0\u8fd9\u65b9\u9762\u4e5f\u80fd\u8f7b\u677e\u9a7e\u9a6d\u3002<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u751f\u6210\u5185\u5bb9\u7684\u7f8e\u611f\u4e5f\u662f\u9636\u8dc3\u4e00\u76f4\u5728\u805a\u7126\u7a81\u7834\u7684\u65b9\u5411\uff0c\u8fd9\u4e00\u70b9\u4ece\u5176\u524d\u9762\u63a8\u51fa\u7684 Step-2 \u6587\u5b66\u5927\u5e08\u7248\u4e5f\u540c\u6837\u80fd\u7aa5\u89c1\uff0c\u800c AI \u751f\u6210\u89c6\u9891\u7684\u7f8e\u5b66\u7d20\u517b\u4e5f\u662f\u5f88\u591a\u73b0\u6709\u6a21\u578b\u8fd8\u65e0\u6cd5\u517c\u5177\u7684\uff0c\u5bf9\u6b64\uff0c\u6211\u4eec\u4e5f\u5728\u8dc3\u95ee\u89c6\u9891\u4e2d\u8fdb\u884c\u6d4b\u8bd5\uff1a<\/p>\n

\u4ee5\u4e2d\u534e\u4f20\u7edf\u6587\u5316\u7684\u5c55\u73b0\u4e3a\u4f8b\uff0c\u6211\u4eec\u5411\u8dc3\u95ee\u8f93\u5165\u4e86\u201c\u8eab\u7740\u4f20\u7edf\u670d\u9970\u3001\u6253\u7740\u4f1e\u7684\u5973\u5b50\u201d\u201c\u706f\u7b3c\u80cc\u666f\u201d\u7684\u63d0\u793a\u8bcd\uff0c\u5176\u80fd\u81ea\u52a8\u6da6\u8272\u51fa\u201c\u7a7f\u7740\u4e00\u88ad\u7ea2\u8272\u7684\u65d7\u888d\uff0c\u4e0a\u9762\u7ee3\u7740\u7cbe\u81f4\u7684\u82b1\u7eb9\uff0c\u624b\u6301\u4e00\u628a\u7eb8\u4f1e\uff0c\u4f1e\u9762\u662f\u767d\u8272\u7684\uff0c\u4e0a\u9762\u7ed8\u6709\u6c34\u58a8\u753b\uff0c\u4e0e\u5979\u7684\u670d\u9970\u76f8\u5f97\u76ca\u5f70\u3002\u201d\u8fd9\u4e9b\u5e26\u6709\u4e2d\u56fd\u98ce\u7279\u8272\u5143\u7d20\u7684\u5185\u5bb9\u3002<\/p>\n

\u6240\u751f\u6210\u7684\u89c6\u9891\u6574\u4e2a\u753b\u9762\u8272\u5f69\u5f88\u534f\u8c03\uff0c\u5f53\u4e2d\u878d\u5165\u4e86\u4e2d\u56fd\u7ea2\u4f5c\u4e3a\u4e3b\u8272\u8c03\uff0c\u80cc\u666f\u7684\u706f\u7b3c\u4e5f\u5e76\u975e\u6b7b\u677f\u7684\u5355\u4e00\u8272\u5f69\uff0c\u5e76\u80fd\u9690\u7ea6\u770b\u5230\u5e03\u666f\u4e2d\u7684\u6c34\u58a8\u753b\uff0c\u6b64\u5916\uff0c\u5bf9\u4e8e\u63d0\u793a\u8bcd\u4e2d\u63d0\u5230\u7684\u201c\u5e26\u6709\u7cbe\u81f4\u82b1\u7eb9\u7684\u7ea2\u65d7\u888d\u201d\u201c\u5370\u6709\u6c34\u58a8\u753b\u7684\u4f1e\u201d\u8fd9\u4e9b\u7ec6\u8282\u4e5f\u80fd\u591f\u8986\u76d6\u8fd8\u539f\u5230\u3002\uff08\u524d\u8ff0\u5b8c\u6574\u6d4b\u8bd5\u89c6\u9891\u89c1\uff1ahttps:\/\/mp.weixin.qq.com\/s\/UWHM38XoXM13IK-Sf9wY6A\uff09<\/p>\n

<\/p>\n

\u300c\u6587\u5b66\u7d20\u517b\u300d\u9886\u5148\u884c\u4e1a<\/span><\/strong><\/span><\/p>\n

\u591a\u6a21\u6001\u6a21\u578b\u4fe8\u7136\u6210\u4e3a\u9636\u8dc3\u7684\u62ff\u624b\u597d\u620f\uff0c\u4f46\u5176\u81ea\u7814\u7684\u8bed\u8a00\u6a21\u578b\u5b9e\u529b\u4e5f\u540c\u6837\u4e0d\u5bb9\u5ffd\u89c6\u3002<\/p>\n

\u53bb\u5e74 3 \u6708\uff0c\u6210\u7acb\u4e4b\u521d\u7684\u9636\u8dc3\u53d1\u5e03\u4e07\u4ebf\u53c2\u6570\u8bed\u8a00\u5927\u6a21\u578b Step-2 \u4e00\u9e23\u60ca\u4eba\u3002\u800c Step-2 \u4f5c\u4e3a\u56fd\u5185\u9996\u4e2a\u7531\u521b\u4e1a\u516c\u53f8\u53d1\u5e03\u7684\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\uff0c\u76f4\u89c2\u4f53\u73b0\u4e86 Scaling Law \u5b9a\u5f8b\u7684\u7ea2\u5229\u3002<\/p>\n

\u5728\u9636\u8dc3\u770b\u6765\uff0c\u5bf9\u4e8e\u8bed\u8a00\u6a21\u578b\u800c\u8a00\uff0cScaling Law \u662f\u91cd\u4e2d\u4e4b\u91cd\uff0c\u800c\u6a21\u578b\u5bb9\u91cf\u3001\u8bad\u7ec3\u6570\u636e\u91cf\u662f\u6a21\u578b\u8bed\u8a00\u3001\u6587\u5b57\u529f\u5e95\u7684\u57fa\u77f3\uff0c\u6a21\u578b\u5c0f\u3001\u9884\u8bad\u7ec3\u6570\u636e\u91cf\u5c0f\u65e0\u6cd5\u5b9e\u73b0\u667a\u80fd\u6d8c\u73b0\uff0c\u4ea6\u65e0\u6cd5\u628a\u63e1\u6587\u5b57\u3002<\/p>\n

Step-2 \u4e5f\u66fe\u591a\u6b21\u5728 LiveBench \u7b49\u56fd\u9645\u6743\u5a01\u699c\u5355\u4e0a\u4f4d\u5217\u56fd\u4ea7\u5927\u6a21\u578b\u7b2c\u4e00\u3002<\/p>\n

\u53bb\u5e7411\u6708\uff0c\u5728 LiveBench \u7684\u591a\u9879\u6d4b\u8bc4\u6807\u51c6\u4e2d\uff0cStep-2 \u5728 IF Average\uff08\u6307\u4ee4\u8ddf\u968f\uff09\u7684\u8868\u73b0\u4e0a\u4ee5 86.57 \u7684\u5206\u6570\u6392\u5728\u7b2c\u4e00\uff0c\u8d85\u8d8a\u5305\u62ec o1-preview-2024-09-12 \u5728\u5185\u7684\u6240\u6709\u56fd\u5185\u5916\u8bed\u8a00\u5927\u6a21\u578b\u3002<\/p>\n

\u8fd9\u4e00\u6307\u6807\u4e3b\u8981\u8861\u91cf\u6a21\u578b\u5bf9\u8bed\u8a00\u751f\u6210\u7ec6\u8282\u7684\u63a7\u5236\u529b\uff0c\u800c\u8fd9\u70b9\u5728\u6587\u5b57\u521b\u4f5c\u4e0a\u7684\u8868\u73b0\u5c24\u4e3a\u663e\u8457\u3002\u5728\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u6709\u521b\u610f\u7684\u6587\u5b57\u5185\u5bb9\u7684\u540c\u65f6\uff0cStep-2 \u6a21\u578b\u662f\u80fd\u591f\u6839\u636e\u7528\u6237\u7684\u6307\u4ee4\u5bf9\u6587\u672c\u8fdb\u884c\u7cbe\u786e\u8c03\u6574\u548c\u4f18\u5316\u7684\u3002<\/p>\n

\u6b64\u6b21\uff0c\u5728 Step-2 \u7684\u57fa\u7840\u4e0a\uff0c\u9636\u8dc3\u53c8\u5e26\u6765\u4e86\u6027\u4ef7\u6bd4\u548c\u5546\u7528\u6027\u66f4\u9ad8\u7684 Step-2mini \u8bed\u8a00\u6a21\u578b\u548c\u7cbe\u4e8e\u521b\u4f5c\u7684 Step-2 \u6587\u5b66\u5927\u5e08\u7248\u3002<\/p>\n

\u636e\u9636\u8dc3\u5b98\u65b9\u4ecb\u7ecd\uff0c\u548c\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b Step-2 \u76f8\u6bd4\u8f83\uff0cStep-2mini \u4ee5 3% \u5de6\u53f3\u7684\u53c2\u6570\u91cf\u4fdd\u6709\u4e86\u5176 80% \u4ee5\u4e0a\u7684\u6a21\u578b\u6027\u80fd\u3002<\/p>\n

\u540c\u65f6\uff0cStep-2mini \u8fd8\u62e5\u6709\u66f4\u5feb\u7684\u751f\u6210\u901f\u5ea6\u548c\u6781\u9ad8\u7684\u6027\u4ef7\u6bd4\u2014\u2014\u5728\u8f93\u51654000tokens\u7684\u60c5\u51b5\u4e0b\uff0cStep-2mini \u7684\u5e73\u5747\u9996\u5b57\u65f6\u5ef6\u4ec5 0.17 \u79d2\uff0c\u8f93\u5165 1 \u5143\/\u767e\u4e07 token\uff1b\u8f93\u51fa 2 \u5143\/\u767e\u4e07 token\u3002<\/p>\n

\u4ece\u5e95\u5c42\u6280\u672f\u4e0a\u6765\u770b\uff0cStep-2mini \u91c7\u7528\u4e86\u9636\u8dc3\u548c\u6e05\u534e\u56e2\u961f\u5728\u300aMulti-matrix Factorization Attention\u300b\u4e2d\u63d0\u51fa\uff0c\u5176\u81ea\u4e3b\u7814\u53d1\u7684\u65b0\u578b\u6ce8\u610f\u529b\u673a\u5236\u67b6\u6784\u2014\u2014MFA\uff08Multi-matrixFactorizationAttention\uff0c\u591a\u77e9\u9635\u5206\u89e3\u6ce8\u610f\u529b\uff09\u53ca\u5176\u53d8\u4f53 MFA-Key-Reuse\u3002<\/p>\n

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

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2412.19255<\/p>\n

\u6b64\u524d\u5728 LLM \u63a8\u7406\u9636\u6bb5\uff0c\u4f20\u7edf\u6ce8\u610f\u529b\u673a\u5236\u5b58\u5728\u7740 KV \u7f13\u5b58\u968f\u7740\u6279\u5904\u7406\u5927\u5c0f\u548c\u5e8f\u5217\u957f\u5ea6\u7ebf\u6027\u589e\u957f\u7684\u60c5\u51b5\uff0c\u8fd9\u4e0d\u4ec5\u4f7f\u5f97\u5185\u5b58\u5360\u7528\u5927\uff0c\u63a8\u7406\u6548\u7387\u4e5f\u5e76\u4e0d\u9ad8\uff0c\u5e38\u7528\u7684 MHA\uff08Multi-HeadAttention\uff0c\u591a\u5934\u6ce8\u610f\u529b\uff09\u4e5f\u4e00\u76f4\u5728\u5c1d\u8bd5\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u4f46\u5176\u5b58\u5728\u6027\u80fd\u548c\u8d44\u6e90\u6d88\u8017\u95f4\u7684\u5e73\u8861\u96be\u9898\u3002<\/p>\n

MFA \u5219\u9488\u5bf9\u524d\u8ff0\u95ee\u9898\u7ed9\u51fa\u4e86\u89e3\u6cd5\uff0c\u76f8\u6bd4\u4e8e MHA \u67b6\u6784\uff0cMFA \u8282\u7701\u4e86\u8fd1 94% \u7684 KV \u7f13\u5b58\u5f00\u9500\uff0c\u62e5\u6709\u66f4\u5feb\u7684\u63a8\u7406\u901f\u5ea6\uff0c\u5e76\u5927\u5e45\u964d\u4f4e\u4e86\u63a8\u7406\u6210\u672c\u3002\u6362\u8a00\u4e4b\uff0cMFA \u5728\u4e0d\u589e\u52a0\u989d\u5916\u5de5\u7a0b\u590d\u6742\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u89e3\u51b3\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u9ad8\u6548\u63a8\u7406\u7684\u663e\u5b58\u74f6\u9888\u95ee\u9898\u3002<\/p>\n

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

Step-2 \u6587\u5b66\u5927\u5e08\u7248\u5219\u662f\u9636\u8dc3\u4e13\u4e3a\u521b\u4f5c\u573a\u666f\u7814\u53d1\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u6cbf\u88ad\u4e86 Step-2 \u5e7f\u88a4\u7684\u77e5\u8bc6\u50a8\u5907\u4ee5\u53ca\u5bf9\u6587\u5b57\u5f3a\u5927\u7684\u7ec6\u8282\u628a\u63a7\u80fd\u529b\uff0c\u540c\u65f6\u4e5f\u6709\u7740\u66f4\u4e3a\u5f3a\u5927\u7684\u5185\u5bb9\u521b\u4f5c\u80fd\u529b\u3002<\/p>\n

\u6b64\u524d\uff0c\u7528\u5927\u6a21\u578b\u8f85\u52a9\u521b\u4f5c\u7684\u5185\u5bb9\u5c31\u7ecf\u5e38\u4f1a\u88ab\u5410\u69fd\u4e00\u773c AI\uff0c\u521b\u4f5c\u51fa\u6765\u7684\u5185\u5bb9\u5f80\u5f80\u7f3a\u4e4f\u9510\u5ea6\u548c\u65b0\u610f\uff0c\u6ca1\u6709\u771f\u60c5\u5b9e\u611f\u548c\u5bf9\u793e\u4f1a\u4e8b\u4ef6\u7684\u63cf\u7ed8\u4e0e\u601d\u8003\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u6a21\u578b\u8fc7\u5ea6\u5bf9\u9f50\u793e\u4f1a\u5171\u8bc6\u6240\u81f4\u3002<\/p>\n

\u800c\u597d\u7684\u5185\u5bb9\u521b\u4f5c\u6a21\u578b\u5219\u662f\u9700\u8981\u5145\u5206\u7406\u89e3\u7528\u6237\u521b\u4f5c\u9700\u6c42\u7684\uff0c\u903b\u8f91\u4e25\u5bc6\u3001\u8bed\u8a00\u51dd\u7ec3\u3001\u8a00\u4e4b\u6709\u7269\u3001\u8282\u594f\u7d27\u51d1\uff0c\u5e76\u4e14\u62e5\u6709\u6df1\u523b\u601d\u60f3\u548c\u548c\u72ec\u7279\u98ce\u683c\uff0c\u624d\u662f\u8fd9\u7c7b\u6a21\u578b\u8981\u8fbe\u6210\u7684\u76ee\u6807\uff0cStep-2 \u6587\u5b66\u5927\u5e08\u7248\u7684\u6d4b\u8bd5\u7ed3\u679c\u6070\u6070\u5370\u8bc1\u4e86\u8fd9\u70b9\uff1a<\/p>\n

\u4f8b\u5982\uff0c\u8ba9\u8dc3\u95ee\u4ee5\u660e\u671d\u4e3a\u80cc\u666f\u521b\u4f5c\u7b2c\u4e00\u4eba\u79f0\u60ac\u7591\u5c0f\u8bf4\uff0c\u5e76\u878d\u5165\u300a\u660e\u4e66\u00b7\u592a\u7956\u8f7d\u8bb0\u300b\u7684\u5185\u5bb9\uff0c\u5e26\u6709\u5929\u707e\u3001\u5730\u88c2\u3001\u514b\u82cf\u9c81\u7b49\u5143\u7d20\u3002\u5176\u6240\u521b\u4f5c\u51fa\u7684\u5185\u5bb9\u786e\u5b9e\u6709\u6a21\u6709\u6837\uff0c\u6240\u6709\u5173\u952e\u8bcd\u65e0\u4e00\u9057\u6f0f\uff0c\u751a\u81f3\u5bf9\u4e8e\u5929\u707e\u3001\u5730\u88c2\u7684\u63cf\u8ff0\u8854\u63a5\u4e5f\u5341\u5206\u6d41\u7545\uff0c\u5728\u514b\u82cf\u9c81\u8fd9\u4e00\u602a\u7269\u5f62\u8c61\u7684\u5851\u9020\u4e0a\u4e5f\u5f88\u751f\u52a8\u3002\u79d1\u5e7b\u5c0f\u8bf4\u5176\u4e5f\u540c\u6837\u4e0d\u5728\u8bdd\u4e0b\uff1a<\/p>\n

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

<\/p>\n

\u57fa\u6a21\u9886\u57df\u300c\u516d\u8fb9\u5f62\u6218\u58eb\u300d<\/span><\/strong><\/span><\/p>\n

\u73b0\u5982\u4eca\uff0c\u968f\u7740\u57fa\u5ea7\u5927\u6a21\u578b\u73a9\u5bb6\u6d17\u724c\uff0c\u7ade\u4e89\u5df2\u8fdb\u5165\u66f4\u52a0\u767d\u70ed\u5316\u7684\u4e0b\u534a\u573a\uff0c\u4e00\u8fb9\u662f\u5bf9 AGI \u7406\u60f3\u7684\u575a\u6301\uff0c\u4e00\u8fb9\u662f\u9762\u5bf9\u73b0\u5b9e\u7684\u59a5\u534f\uff0c\u90e8\u5206\u5382\u5546\u4ecd\u5728\u6478\u7d22\u57fa\u5ea7\u5927\u6a21\u578b\u7684\u672a\u6765\uff0c\u53e6\u5916\u4e00\u90e8\u5206\u5219\u5728\u6280\u672f\u548c\u4ea7\u54c1\u95f4\u53cd\u590d\u6a2a\u8df3\uff0c\u4ea6\u6216\u662f\u76f4\u63a5\u6539\u53d8\u4e86\u65b9\u5411\u3002<\/p>\n

\u9636\u8dc3\u5219\u4e00\u76f4\u5c5e\u4e8e\u524d\u8005\uff0c\u4ece\u57fa\u5ea7\u6a21\u578b\u6765\u770b\uff0c\u9636\u8dc3\u5176\u5b9e\u4e5f\u662f\u56fd\u5185\u4e3a\u6570\u4e0d\u591a\u5df2\u5f62\u6210\u4ece\u7406\u89e3\u5230\u751f\u6210\u3001\u4ece\u6587\u672c\u3001\u591a\u6a21\u6001\u5230\u63a8\u7406\u5168\u7cfb\u5217\u6a21\u578b\u77e9\u9635\uff0c\u5e76\u575a\u6301\u9884\u8bad\u7ec3\uff0c\u7ee7\u7eed\u51b2\u51fb AGI \u7684\u5927\u6a21\u578b\u521b\u4e1a\u516c\u53f8\u4e4b\u4e00\u3002<\/p>\n

\u81ea\u6210\u7acb\u521d\u8d77\uff0c\u9636\u8dc3\u4fbf\u4e00\u76f4\u575a\u6301\u8ba4\u4e3a\u2014\u2014\u591a\u6a21\u7406\u89e3\u548c\u751f\u6210\u7684\u7edf\u4e00\u662f\u901a\u5f80 AGI \u7684\u5fc5\u7ecf\u4e4b\u8def\uff0c\u800c\u6a21\u578b\u7684\u6f14\u5316\u5fc5\u7136\u4f1a\u7ecf\u5386\u5355\u6a21->\u591a\u6a21->\u4e16\u754c\u6a21\u578b\u4e09\u4e2a\u9636\u6bb5\u3002<\/p>\n

\u5176\u6280\u672f\u53d1\u5c55\u4e5f\u662f\u6cbf\u7740\u201c\u5355\u6a21\u6001\u2014\u591a\u6a21\u6001\u2014\u591a\u6a21\u7406\u89e3\u548c\u751f\u6210\u7684\u7edf\u4e00\u2014\u4e16\u754c\u6a21\u578b\u2014AGI\uff08\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff09\u201d\u8fd9\u6761\u8def\u5f84\u4e00\u6b65\u6b65\u8d70\u6765\u7684\u3002<\/p>\n

\u5f53\u524d\uff0c\u9636\u8dc3\u7684\u591a\u6a21\u6001\u5e94\u7528\u5df2\u7ecf\u6108\u53d1\u5e7f\u6cdb\uff0c\u5e76\u88ab\u4e1a\u5185\u591a\u6570\u5f00\u53d1\u8005\u6240\u8ba4\u53ef\uff0c\u6301\u7eed\u9886\u8dd1\u884c\u4e1a\uff1a<\/p>\n

\u4f8b\u5982\uff0c\u7f51\u7ea2 AI \u5e94\u7528\u80c3\u4e4b\u4e66\u7684\u5f00\u53d1\u8005\u8d75\u7eaf\u60f3\u5c31\u66fe\u8868\u793a\uff0c\u901a\u8fc7 AB \u6d4b\u8bd5\u53d1\u73b0\uff0c\u9636\u8dc3\u661f\u8fb0\u7684\u6a21\u578b\u4ed8\u8d39\u7387\u6700\u9ad8\uff0c\u800c AI \u5fc3\u7406\u7597\u6108\u5e94\u7528\u6797\u95f4\u7597\u6108\u5ba4 CEO \u674e\u795e\u9f99\u4e5f\u5728\u63a5\u5165\u9636\u8dc3\u7684\u591a\u6a21\u6001\u7406\u89e3\u5927\u6a21\u578b\u540e\uff0c\u5b9e\u73b0\u4e86\u7528\u6237\u4ed8\u8d39\u7387\u7684\u63d0\u5347\u3002<\/p>\n

\u800c\u4ece\u6574\u4f53\u4e0a\u6765\u770b\uff0c\u65e0\u8bba\u662f\u53bb\u5e74\u4e00\u6708\u4e00\u66f4\u7684 11 \u6b3e\u57fa\u5ea7\u5927\u6a21\u578b\uff0c\u8fd8\u662f\u4eca\u5e74\u4e00\u5f00\u5e74\u4fbf\u52a0\u5927\u653b\u52bf\u63a8\u51fa\u7684 6 \u6b3e\u6a21\u578b\uff0c\u5728\u5982\u6b64\u539a\u79ef\u8584\u53d1\u4e0b\uff0c\u9636\u8dc3\u7684\u6280\u672f\u53d1\u5c55\u65e0\u7591\u5df2\u9a76\u5165\u5feb\u8f66\u9053\uff0c\u800c\u5176\u4f4e\u8c03\u52a1\u5b9e\u7684\u505a\u6d3e\u4e0b\u4e5f\u5c3d\u663e\u8ffd\u9010 AGI \u7684\u91ce\u5fc3\u3002<\/p>\n

\u5982\u4eca\u7684\u9636\u8dc3\u661f\u8fb0\uff0c\u65e0\u7591\u5df2\u7ecf\u6210\u4e3a\u4e86\u57fa\u5ea7\u6a21\u578b\u9886\u57df\u7684\u201c\u516d\u8fb9\u5f62\u6218\u58eb\u201d\u3002\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\u96f7\u5cf0\u7f51<\/span><\/p>\n

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

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