{"id":40483,"date":"2025-09-29T21:05:14","date_gmt":"2025-09-29T13:05:14","guid":{"rendered":"https:\/\/17aitech.com\/?p=40483"},"modified":"2025-09-29T21:05:14","modified_gmt":"2025-09-29T13:05:14","slug":"%e5%86%b2%e7%a0%b4-agi-%e8%bf%b7%e9%9b%be%ef%bc%8c%e8%9a%82%e8%9a%81%e7%9c%8b%e5%88%b0%e4%ba%86%e4%b8%80%e4%b8%aa%e6%96%b0%e8%b7%af%e6%a0%87","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40483","title":{"rendered":"\u51b2\u7834 AGI 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AI\u4e5f\u53d1\u5e03GPT-4o\u00a0\uff0c\u5927\u5bb6\u671f\u5f85\u6a21\u578b\u50cf\u4eba\u7c7b\u4e00\u6837\u611f\u77e5\u4e0ethinking\u540e\uff0c\u80fd\u5e26\u9886\u4eba\u7c7b\u77a5\u89c1AGI\u7684\u5927\u95e8\u3002<\/p>\n<p>\u4f46\u65e0\u8bba\u662f\u9a6c\u65af\u514b\u7684\u201c\u63d0\u7eaf\u6570\u636e\u201d\u8bba\uff0c\u8fd8\u662f\u591a\u6a21\u6001\u7684\u5c1d\u8bd5\uff0c\u90fd\u4f9d\u7136\u6cbf\u7740\u73b0\u6709\u7684\u81ea\u56de\u5f52\uff08AR\uff09\u8def\u5f84\uff0c\u5728\u505a\u5c0f\u6b65\u8fed\u4ee3\u3002<\/p>\n<p>\u4e1a\u5185\u9010\u6e10\u51fa\u73b0\u53e6\u4e00\u79cd\u58f0\u97f3\uff1a\u81ea\u56de\u5f52\u5230\u5e95\u662f\u4e0d\u662f\u901a\u5f80AGI\u7684\u552f\u4e00\u8def\u5f84\uff1f<\/p>\n<p>\u65e0\u4eba\u80fd\u505a\u51fa\u786e\u5207\u56de\u7b54\uff0c\u4f46\u5927\u6d0b\u5bf9\u9762\uff0c\u65e9\u5df2\u6709\u4e00\u7fa4\u5e74\u8f7b\u5b66\u8005\u5f00\u59cb\u5c1d\u8bd5\u65b0\u8303\u5f0f\u3002<\/p>\n<p>2025\u5e749\u670811\u65e5\uff0c\u4e0a\u6d77\u5916\u6ee9\u5927\u4f1a\u4eba\u6f6e\u6d8c\u52a8\u3002<\/p>\n<p>\u5728\u5e74\u8f7b\u5b66\u8005\u542b\u91cf\u6700\u9ad8\u7684AGI\u89c1\u89e3\u8bba\u575b\u4e0a\uff0c\u84dd\u632f\u5fe0\u548c\u674e\u5d07\u8f69\u5b98\u5ba3\u4e86\u00a0LLaDA-MoE\u00a0\u7684\u53d1\u5e03\u3002\u4e0d\u540c\u4e8e\u5e02\u9762\u4e0a\u4e3b\u6d41\u6a21\u578b\uff0c\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u6269\u6563\u7406\u8bba\u7684\u65b0\u8303\u5f0f\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-2c21769e424b3d313c9493556f5335d7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-2c21769e424b3d313c9493556f5335d7.png\"><\/a><\/p>\n<p>\u674e\u5d07\u8f69\uff08\u5de6\uff09\u3001\u84dd\u632f\u5fe0\u53d1\u5e03LLaDA-MoE\u6a21\u578b<\/p>\n<p>\u6700\u8fd1\u4e00\u4e24\u5e74\uff0cAI\u00a0\u53d1\u5c55\u8fc5\u731b\u5374\u6781\u7aef\u5272\u88c2\u3002<\/p>\n<p>\u66fe\u7ecf\u51fa\u73b0\u8fc7\u6ed1\u7a3d\u4e00\u5e55\uff0c\u67d0\u4e2a\u5927\u6a21\u578b\u4e00\u8fb9\u5df2\u7ecf\u53d1\u5c55\u5230\u80fd\u79d2\u6740\u4eba\u7c7b\u535a\u58eb\u751f\u548c\u5965\u6570\u91d1\u724c\u5f97\u4e3b\uff0c\u53e6\u4e00\u8fb9\u5374\u8fde\u7b80\u5355\u7684\u4e2d\u8bd1\u82f1\u201c\u7f8e\u56fd\u603b\u7edf\u62dc\u767b\u2026\u2026\u201d\u00a0\uff0c\u90fd\u7ffb\u8bd1\u9519\u8bef\u00a0\u201cUS President Boo-\u201d\u3002<\/p>\n<p>\u8fd9\u662f\u56e0\u4e3aAI\u00a0\u4e3a\u4e86\u8ffd\u6c42\u901f\u5ea6\uff0c\u7ffb\u8bd1\u65f6\u4e0d\u5f97\u4e0d\u201c\u8fb9\u542c\u8fb9\u731c\u201d\uff0c\u4f46\u4e00\u65e6\u5f00\u5934\u731c\u9519\u5c31\u65e0\u6cd5\u6536\u56de\u3002<\/p>\n<p>\u51fa\u73b0\u4eba\u540d\u622a\u65ad\u3001\u8bed\u4e49\u98a0\u5012\u5c1a\u53ef\u63a5\u53d7\uff0c\u4f46AI\u00a0\u5728\u4e25\u8083\u7684\u533b\u7597\u8bca\u65ad\u9886\u57df\u4e5f\u65f6\u5e38\u95ef\u7978\u3002<\/p>\n<p>\u660e\u660e\u662f\u201c\u5de6\u80ba\u4e0b\u53f6\u89c1\u7ed3\u8282\uff0c\u53f3\u80ba\u672a\u89c1\u7ed3\u8282\uff0c\u76f4\u5f8412 mm\u201d\uff0c\u4f46\u7531\u4e8eAI \u201c\u5931\u5fc6\u201d\u5c5e\u6027\uff0c\u5bfc\u81f4\u5de6\u53f3\u80ba\u5224\u65ad\u98a0\u5012\u3002\u8fd9\u4e9b\u95ee\u9898\u7684\u51fa\u73b0\uff0c\u8ba9\u5f88\u591a\u7814\u7a76\u8005\u5bf9\u5f53\u524d\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u65b9\u5411\u63d0\u51fa\u8d28\u7591\u3002<\/p>\n<p>\u4e0a\u6d77\u00a0AI Lab\u00a0\u7684\u9752\u5e74\u79d1\u5b66\u5bb6\u4ed8\u6770\uff0c\u5728\u516c\u5f00\u573a\u5408\u76f4\u8a00\uff1a\u201c\u4ed6\u4e0d\u89c9\u5f97\u5f53\u524d\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8def\u5b50\u662f\u5bf9\u7684\u201d\uff0c\u56e0\u4e3a\u201c\u73b0\u5728\u8fd9\u6837\u641e\u51fa\u6765\u7684LLM\u6839\u672c\u4e0d\u61c2\u5b83\u4e3a\u4ec0\u4e48\u80fd\u8f93\u51fa\u67d0\u4e9b\u7b54\u6848\uff0c\u672c\u8d28\u4e0a\u53ef\u80fd\u8fd8\u662f\u9760\u8bb0\u5fc6\u201d\uff0c\u6e05\u534e\u8ba1\u7b97\u673a\u7cfb\u7684\u5d14\u9e4f\u6559\u6388\u4e5f\u66fe\u63d0\u51fa\u8d28\u7591\uff0cLLM\u662f\u5426\u771f\u80fd\u7406\u89e3\u4ec0\u4e48\u662f\u201c\u6570\u201d\u3002<\/p>\n<p>\u8fd9\u4e9b\u57fa\u672c\u9519\u8bef\u7684\u51fa\u73b0\uff0c\u8981\u5f52\u7ed3\u4e8e\u4e00\u4e2a\u539f\u56e0\uff1a\u5e95\u5c42\u67b6\u6784\u3002<\/p>\n<p>\u5f53\u4e0b\u4e3b\u6d41\u7684\u5927\u6a21\u578b\uff0c\u5e95\u5c42\u67b6\u6784\u51e0\u4e4e\u6e05\u4e00\u8272\u91c7\u7528\u81ea\u56de\u5f52\u751f\u6210\u8303\u5f0f\uff0c\u5b83\u7684\u7279\u6027\u662f\u5355\u5411\u5efa\u6a21\u3002<\/p>\n<p>\u5355\u5411\u5efa\u6a21\u7684\u539f\u7406\uff0c\u662f\u4ece\u524d\u5f80\u540e\u5410\u51fa\u4e00\u4e2a\u4e2a\u00a0token\uff0c\u7528\u4e0a\u4e00\u4e2a\u5b57\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5b57\uff0c\u56e0\u4e3a\u53ea\u80fd\u4ece\u5de6\u5f80\u53f3\u7684\u5c40\u9650\uff0c\u5c31\u5bfc\u81f4\u4e00\u4e2a\u4e25\u91cd\u7684\u7f3a\u9677\uff1a<\/p>\n<p>\u8fd9\u6837\u7684\u5927\u6a21\u578b\uff0c\u65e2\u6ca1\u6709\u9006\u5411\u601d\u7ef4\uff0c\u4e5f\u65e0\u6cd5\u63d0\u524d\u770b\u5230\u4e8b\u7269\u5168\u8c8c\u3002<\/p>\n<p>\u79d1\u5b66\u5bb6\u5f88\u65e9\u5c31\u610f\u8bc6\u5230\u8fd9\u4e2a\u5de8\u5927\u7f3a\u9677\u3002\u4e24\u5e74\u524d\uff0c\u6765\u81ea\u82f1\u56fd\u524d\u6cbf\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u7ec4\u3001\u7ebd\u7ea6\u5927\u5b66\u3001\u725b\u6d25\u7b49\u673a\u6784\u7684\u7814\u7a76\u5c0f\u7ec4\u53d1\u73b0\uff1a\u4e00\u4e2a\u8bad\u7ec3\u4e8e\u300cA\u662fB\u300d\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u65e0\u6cd5\u63a8\u7406\u51fa\u300cB\u662fA\u300d\u3002<\/p>\n<p>\u4ed6\u4eec\u5411\u5927\u6a21\u578b\u63d0\u95ee\uff0c\u5927\u6a21\u578b\u660e\u660e\u77e5\u9053\u300c\u6c64\u59c6\u00b7\u514b\u9c81\u65af\u7684\u6bcd\u4eb2\u662fMary Lee Pfeiffer\u300d\uff0c\u4f46\u5c31\u662f\u65e0\u6cd5\u7b54\u51fa\u300cMary Lee Pfeiffer\u7684\u5b69\u5b50\u662f\u6c64\u59c6\u00b7\u514b\u9c81\u65af\u300d\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-11179ec88f0f9b4cb07a2df03a5b35c0.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-11179ec88f0f9b4cb07a2df03a5b35c0.jpeg\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/owainevans.github.io\/reversal_curse.pdf<\/p>\n<p>\u8fd9\u4e2a\u73b0\u8c61\u88ab\u5199\u6210\u8bba\u6587\u53d1\u5e03\u540e\uff0c\u4e0d\u5c11\u7814\u7a76\u8005\u4eec\u590d\u73b0\u5b9e\u9a8c\uff0c\u5e76\u5c06\u53c2\u6570\u4ece350M\u6269\u5c55\u5230175B\uff0c\u4f46\u300cAB\u9006\u8f6c\u300d\u95ee\u9898\u4f9d\u65e7\u65e0\u6cd5\u89e3\u51b3\u3002<\/p>\n<p>\u5927\u5bb6\u9010\u6e10\u610f\u8bc6\u5230\uff0c\u8fd9\u662f\u81ea\u56de\u5f52\u8303\u5f0f\u95ee\u9898\uff0c\u662f\u5e95\u5c42\u67b6\u6784\u95ee\u9898\u3002<\/p>\n<p>\u540e\u6765\uff0c\u9760\u7740\u5806\u7b97\u529b\u3001\u6253\u8865\u4e01\uff0c\u5f15\u5165\u6df1\u601d\u8003\u00a0Deep Research\u00a0\u6a21\u5f0f\uff0c\u8fd9\u4e2a\u7f3a\u9677\u88ab\u6682\u65f6\u63a9\u76d6\uff0c\u5404\u5927\u6a21\u578b\u5934\u90e8\u5382\u5546\u8fd8\u662f\u4ee5\u65e5\u66f4\u5468\u66f4\u7684\u901f\u5ea6\uff0c\u8fed\u4ee3\u5404\u79cd\u5927\u6a21\u578b\u3002<\/p>\n<p><\/p>\n<p>02<\/p>\n<p>\u4f46\u968f\u7740\u6df1\u601d\u8003\u6a21\u5f0f\u7684\u51fa\u73b0\uff0c\u81ea\u56de\u5f52\u8303\u5f0f\u7684\u7f3a\u70b9\u4e0d\u4ec5\u65e0\u6cd5\u63a9\u76d6\uff0c\u5e76\u88ab\u653e\u5230\u66f4\u5927\uff0c\u84dd\u632f\u5fe0\u5c06\u81ea\u56de\u5f52\uff08AR\uff09\u751f\u6210\u8303\u5f0f\u7684\u5185\u5728\u7f3a\u9677\uff0c\u603b\u7ed3\u4e3a\u4e09\u70b9\uff1a<\/p>\n<p>01\u00a0\u751f\u6210\u901f\u5ea6\u6b63\u6bd4\u4e8e\u8f93\u51fa\u957f\u5ea6\uff08\u957f\u6587\u672c\u901f\u5ea6\u6162\uff09<\/p>\n<p>02\u00a0\u7f3a\u4e4f\u53cc\u5411\u5efa\u6a21\u80fd\u529b\u3002<\/p>\n<p>03\u00a0\u7f3a\u4e4f\u76f4\u63a5\u4fee\u6b63\u9519\u8bef\u80fd\u529b<\/p>\n<p>\u84dd\u632f\u5fe0\u4ece\u8c37\u6b4c\u56de\u56fd\u540e\uff0c\u52a0\u5165\u897f\u6e56\u5927\u5b66\uff0c\u540e\u521b\u7acb\u897f\u6e56\u5fc3\u8fb0\uff0c\u73b0\u62c5\u4efb\u8682\u8681\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e2d\u5fc3\u4e3b\u4efb\u3001\u897f\u6e56\u5927\u5b66\u7279\u8058\u7814\u7a76\u5458\u3002\u5728\u610f\u8bc6\u5230\u81ea\u56de\u5f52\u5185\u5728\u7f3a\u9677\u65e0\u6cd5\u89e3\u51b3\uff0cAGI\u5c06\u201c\u649e\u5899\u201d\u540e\uff0c\u84dd\u632f\u5fe0\u5f00\u59cb\u601d\u8003\u53e6\u8f9f\u8e4a\u5f84\u3002<\/p>\n<p>\u4ed6\u6ce8\u610f\u5230\u53e6\u4e00\u4e2a\u8303\u5f0f\uff1a\u6269\u6563\uff08Diffusion\uff09<\/p>\n<p>\u84dd\u632f\u5fe0\u610f\u8bc6\u5230\uff0c\u81ea\u56de\u5f52\u6a21\u578b\u662f\u4ece\u5de6\u5f80\u53f3\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5b57\uff0c\u539f\u7406\u662f\u9010\u6b65\u7684\u6761\u4ef6\u6982\u7387\uff1b\u4f46\u6269\u6563\u6a21\u578b\u662f\u5728\u53bb\u566a\u8fc7\u7a0b\u4e2d\u9010\u6e10\u903c\u8fd1\u6570\u636e\u5206\u5e03\uff0c\u5728\u5e76\u884c\u4e2d\u7531\u7c97\u5230\u7ec6\u53bb\u52a8\u6001\u4fee\u6b63\u7b54\u6848\u3002<\/p>\n<p>\u4e8c\u8005\u533a\u522b\uff0c\u7c7b\u4f3c\u4e8e\u5206\u522b\u4e00\u6839\u94a2\u7b14\u5355\u72ec\u753b\u753b\u548c\u597d\u51e0\u652f\u94c5\u7b14\u540c\u65f6\u753b\u753b\uff0c\u94a2\u7b14\u5fc5\u987b\u4e00\u7b14\u753b\u6210\uff0c\u4f46\u5728\u6269\u6563\u6a21\u578b\u91cc\uff0c\u4f60\u53ef\u4ee5\u7528\u591a\u6839\u94c5\u7b14\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u8349\u56fe\u5f00\u59cb,\u9010\u6b65\u6dfb\u52a0\u7ec6\u8282\uff0c\u5e76\u4e14\u968f\u65f6\u53ef\u4ee5\u7528\u6a61\u76ae\u4fee\u6b63\u753b\u9762\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u6269\u6563\u751f\u6210\u6a21\u578b\u5728\u751f\u6210\u7aef\uff0c\u6709\u4e09\u4e2a\u7279\u5f81\u6b63\u597d\u5f25\u8865\u4e86\u81ea\u56de\u5f52\u751f\u6210\u8303\u5f0f\u7684\u7f3a\u70b9\u3002<\/p>\n<p>\u7b2c\u4e00\uff0c\u6269\u6563\u6a21\u578b\u80fd\u505a\u5230\u5e76\u884c\u89e3\u7801\uff0c\u957f\u6587\u672c\u7684\u63a8\u7406\u8fed\u4ee3\u548c\u7b97\u529b\u5229\u7528\u7387\u90fd\u66f4\u9ad8\u6548\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u80fd\u591f\u53cc\u5411\u5efa\u6a21\u7684\u4f18\u70b9\uff0c\u8ba9\u6269\u6563\u6a21\u578b\u4e0d\u4ec5\u907f\u514d\u4e86\u7ffb\u8bd1\u573a\u666f\u4e0b\u201c\u8fb9\u542c\u8fb9\u731c\u201d\u548c\u81ea\u56de\u5f52\u6a21\u578b\u65e0\u6cd5\u300cAB\u9006\u8f6c\u300d\u7684\u7f3a\u9677\uff0c\u5728\u591a\u79cd\u6a21\u6001\u573a\u666f\u4e2d\u8868\u73b0\u4e5f\u66f4\u597d\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6269\u6563\u6a21\u578b\u80fd\u505a\u5230\u8fed\u4ee3\u4fee\u6b63\uff0c\u5728\u751f\u6210\u4ee3\u7801\u7b49\u573a\u666f\u4e0b\uff0c\u80fd\u591f\u76f4\u63a5\u90e8\u5206\u7247\u6bb5\u9519\u8bef\uff0c\u4e0d\u9700\u8981\u6bcf\u6b21\u90fd\u91cd\u65b0\u751f\u6210\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-60aa3a6322360c98e026d7a368e2b9a2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-60aa3a6322360c98e026d7a368e2b9a2.png\"><\/a><\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u5728\u6570\u636e\u7684\u9884\u8bad\u7ec3\u4e2d\uff0c\u6269\u6563\u6a21\u578b\u4e5f\u6709\u4e0d\u5c11\u4f18\u52bf\u3002<\/p>\n<p>\u5b83\u7c7b\u4f3c\u4e8e\u5b8c\u5f62\u586b\u7a7a\uff0c\u968f\u673a\u6254\u6389\u4e00\u4e9b\u8bcd\uff0c\u7136\u540e\u586b\u7a7a\u3002\u8fd9\u610f\u5473\u7740\uff0c\u540c\u4e00\u4efd\u6570\u636e\uff0c\u81ea\u56de\u5f52\u53ea\u80fd\u8bad\u4e00\u4e24\u904d\uff0c\u4f46\u6269\u6563\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u62ff\u6389\u4e0d\u540c\u7684\u7a7a\uff0c\u591a\u6b21\u8bad\u7ec3\u3002<\/p>\n<p>\u84dd\u632f\u5fe0\u4e3e\u4e86\u4e00\u4e2a\u4f8b\u5b50\uff1a<\/p>\n<p>\u201c\u6bd4\u5982\u4f60\u62ff\u5230\u4e00\u672c\u4e66\uff0c\u5982\u679c\u53ea\u662f\u9010\u5b57\u9605\u8bfb\u4e0b\u4e00\u4e2a\u5b57\uff0c\u4f60\u5bf9\u4e66\u672c\u5185\u5bb9\u7684\u7406\u89e3\u662f\u6709\u9650\u7684\uff0c\u4f46\u662f\u5982\u679c\u6bcf\u6b21\u90fd\u80fd\u5f80\u56de\u770b\u4e00\u4e0b\uff0c\u90a3\u4e48\u4f60\u5bf9\u4e66\u672c\u7684\u7406\u89e3\u662f\u66f4\u6df1\u7684\uff0c\u4f60\u80fd\u5b66\u5230\u7684\u4e1c\u897f\u80af\u5b9a\u66f4\u591a\u7684\u3002\u201d<\/p>\n<p>\u4ece\u751f\u6210\u5230\u8bad\u7ec3\u90fd\u6709\u4f18\u70b9\uff0c\u8ba9\u84dd\u632f\u5fe0\u5bf9\u6269\u6563\u8bed\u8a00\u6a21\u578b\u6709\u4e86\u6781\u5927\u7684\u4fe1\u5fc3\u3002<\/p>\n<p>\u540c\u65f6\u5173\u6ce8\u5230\u6269\u6563\u6a21\u578b\u4f18\u70b9\u7684\uff0c\u8fd8\u6709\u674e\u5d07\u8f69\u3002<\/p>\n<p>\u674e\u5d07\u8f69\u6765\u81ea\u9ad8\u74f4\u4eba\u5de5\u667a\u80fd\u5b66\u9662\uff0c\u8fde\u7eed\u505a\u4e86\u5f88\u591a\u57fa\u4e8e\u6269\u6563\u7406\u8bba\u7684\u6587\u5230\u56fe\u3001\u6587\u5230\u89c6\u9891\u7684\u57fa\u7840\u7814\u7a76\uff0c\u662f\u6269\u6563\u6a21\u578b\u65b9\u9762\u7684\u77e5\u540d\u5b66\u8005\u3002<\/p>\n<p>\u4e4b\u524d\uff0c\u5927\u5bb6\u90fd\u4ee5\u4e3a\u6269\u6563\u6a21\u578b\u662f\u7528\u6765\u751f\u56fe\u7684\uff0c\u628a\u6269\u6563\u6a21\u578b\u7528\u5230\u8bed\u8a00\u4e0a\u770b\u4f3c\u4e0d\u53ef\u601d\u8bae\u3002\u4f46\u5728\u4ed6\u770b\u6765\uff0c\u628a\u6269\u6563\u6a21\u578b\u548c\u8bed\u8a00\u7ed3\u5408\uff0c\u662f\u5f88\u81ea\u7136\u7684\u60f3\u6cd5\u3002<\/p>\n<p>\u674e\u5d07\u8f69\u544a\u8bc9\u96f7\u5cf0\u7f51\uff1a\u6269\u6563\u6a21\u578b\u7b2c\u4e00\u6b21\u63d0\u51fa\u662f2015\u5e74\uff0c\u4ed6\u4e00\u5f00\u59cb\u5c31\u5173\u6ce8\u5e76\u8ddf\u8fdb\u7814\u7a76\uff0c2021\u5e74\uff0c\u6269\u6563\u6a21\u578b\u5728\u751f\u56fe\u9886\u57df\u88ab\u8bc1\u660e\u53ef\u884c\u540e\uff0c\u8d8a\u6765\u8d8a\u591a\u5b66\u8005\u548c\u6559\u6388\u5173\u6ce8\u6269\u6563\u6a21\u578b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-6f7836be0ed3e4a050039e7dbf6e1c08.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-6f7836be0ed3e4a050039e7dbf6e1c08.png\"><\/a><\/p>\n<p>\u201c\u5728\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\uff0c\u4e3b\u6d41\u89c2\u70b9\u662f\u4ece\u5de6\u5230\u53f3\u7684\u987a\u5e8f\uff0c\u867d\u7136\u662f\u5b9e\u9645\u4f7f\u7528\u975e\u5e38\u4f18\u7684\u7b56\u7565\uff0c\u4f46\u5b83\u7684\u524d\u63d0\u662f\u4e0d\u9700\u8981\u9006\u5411\u601d\u7ef4\uff0c\u6216\u8005\u4e0d\u9700\u8981\u53cd\u590d\u6253\u78e8\u7684\u60c5\u51b5\u4e0b\u3002\u201d\u4f46\u674e\u5d07\u8f69\u9690\u7ea6\u611f\u89c9\u5230\uff1a<\/p>\n<p>\u201c\u4ece\u5de6\u5f80\u53f3\uff0c\u5e76\u4e0d\u4e00\u5b9a\u662f\u7406\u8bba\u6700\u4f18\u89e3\u3002\u201d<\/p>\n<p>\u4ece\u7406\u8bba\u57fa\u672c\u51c6\u5219\u4e0a\u770b\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u6e90\u4e8e\u751f\u6210\u8303\u5f0f\uff0c\u800c\u975e\u81ea\u56de\u5f52\u72ec\u6709\uff0c\u5b58\u5728\u5176\u4ed6\u8def\u5f84\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>2022\u5e74\uff0c\u674e\u5d07\u8f69\u654f\u9510\u5730\u89c9\u5bdf\u5230\u201c\u628a\u6269\u6563\u6a21\u578b\u5e94\u7528\u5230\u8bed\u8a00\u9886\u57df\uff0c\u7406\u8bba\u4e0a\u662f\u53ef\u884c\u7684\u201d\uff0c\u4e8e\u662f\u5e26\u7740\u5b66\u751f\u5f00\u59cb\u4e86\u6df1\u5165\u7684\u63a2\u7d22\uff0c\u5f00\u59cb\u5c1d\u8bd5\u628a\u6269\u6563\u7528\u5230\u8bed\u8a00\u4e0a\u3002<\/p>\n<p>\u201c\u5f53\u65f6\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u91cc\u9762\uff0c\u53ea\u6709\u5f88\u5c11\u4e00\u90e8\u5206\u4eba\u5728\u505a\u8fd9\u4e2a\u4e8b\u60c5\u3002\u201d<\/p>\n<p>2024\u5e74\uff0cOpenAI\u534e\u4eba\u5927\u725b\u5b8b\u98cf\u9760\u7740\u6269\u6563\u6a21\u578b\u9886\u57df\u7684\u7814\u7a76\uff0c\u706b\u7206\u51fa\u5708\uff0c\u540c\u4e00\u5e74\uff0c\u4ed6\u7684\u535a\u58eb\u5bfc\u5e08\u65af\u5766\u798f\u5927\u5b66Stefano Ermon\u6559\u6388\u4e5f\u53d1\u4e86\u4e00\u7bc7\u5173\u4e8e\u6269\u6563\u6a21\u578b\u7684\u8bba\u6587\uff0c\u88ab\u4e1a\u754c\u79f0\u4e3a\u6269\u6563\u6a21\u578b\u7684\u201cGPT2\u65f6\u523b\u201d\u3002<\/p>\n<p>\u5982\u6b64\u591a\u9876\u5c16\u5b66\u8005\u90fd\u5728\u5173\u6ce8\u6269\u6563\u6a21\u578b\uff0c\u8ba9\u674e\u5d07\u8f69\u975e\u5e38\u5174\u594b\uff0c\u4ed6\u60f3\u7ad9\u5728\u5de8\u4eba\u7684\u80a9\u8180\u4e0a\uff0c\u5c06\u6269\u6563\u6a21\u578b\u5728\u8bed\u8a00\u65b9\u9762\u518d\u5411\u524d\u63a8\u8fdb\u4e00\u6b65\u3002<\/p>\n<p>\u4f46\u8981\u53bb\u505a\u4e00\u4e2a\u5168\u65b0\u8303\u5f0f\u7684\u539f\u751f\u5927\u6a21\u578b\uff0c\u5bf9\u8eab\u5904\u9ad8\u6821\u7684\u674e\u5d07\u8f69\u6765\u8bf4\u592a\u96be\u4e86\u3002\u9ad8\u6821\u7684\u7b97\u529b\uff0c\u5de5\u7a0b\u80fd\u529b\uff0c\u6570\u636e\u8d44\u6e90\u7b49\u65b9\u9762\u90fd\u975e\u5e38\u5c40\u9650\u3002<\/p>\n<p>\u4f46\u5e78\u8fd0\u7684\u662f\uff0c\u56e0\u4e3a\u4e00\u4e9b\u6821\u4f01\u5408\u4f5c\u4e2d\uff0c\u674e\u5d07\u8f69\u8ddf\u8682\u8681\u96c6\u56e2\u6709\u5f88\u591a\u4ea4\u96c6\uff0c\u6821\u4f01\u5408\u4f5c\u7ed3\u675f\u540e\uff0c\u53cc\u65b9\u8fd8\u4e00\u76f4\u4fdd\u6301\u5f88\u597d\u7684\u8054\u7cfb\u3002<\/p>\n<p>\u53bb\u5e74\u4ee5\u6765\uff0c\u8682\u8681\u96c6\u56e2\u6301\u7eed\u52a0\u5927AGI\u7684\u57fa\u7840\u7814\u7a76\uff0c\u5728\u4e3b\u6d41\u6a21\u578b\u67b6\u6784\u57fa\u7840\u4e0a\uff0c\u52a0\u5f3a\u4e86\u524d\u6cbf\u6280\u672f\u7684\u5b9e\u9a8c\u3002\u84dd\u632f\u5fe0\u51fa\u4efb\u8682\u8681\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e2d\u5fc3\u4e3b\u4efb\u540e\uff0c\u5f00\u542f\u4e86\u5bf9AGI\u66f4\u7eaf\u7cb9\u7684\u63a2\u7d22\u4e4b\u8def\u3002<\/p>\n<p>\u56e0\u4e3a\u628a\u6269\u6563\u6a21\u578b\u7528\u5728\u8bed\u8a00\u4e0a\u7684\u60f3\u6cd5\u9ad8\u5ea6\u91cd\u5408\uff0c\u674e\u5d07\u8f69\u548c\u84dd\u632f\u5fe0\u5f00\u59cb\u5bc6\u5207\u4ea4\u6d41\uff0c\u4e16\u754c\u7ebf\u5f00\u59cb\u6536\u7f29\u3002<\/p>\n<p>\u84dd\u632f\u5fe0\u8ddf\u96f7\u5cf0\u7f51<span 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-4e8a25806ea903a0ee92c6f3dd2bfe00.png\"><\/a><\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4ece\u00a01.4B\u00a0\u6fc0\u6d3b\u53c2\u6570\u30012\u00a0\u500d\u591a\u53c2\u6570\u7a20\u5bc6\u6a21\u578b\u7684\u7b49\u6548\u6bd4\u770b\uff0cLLaDA-MoE\u00a0\u9a8c\u8bc1\u4e86\u4e00\u4ef6\u4e8b\uff1a<\/p>\n<p>MoE\u00a0\u67b6\u6784\u7684\u653e\u5927\u6548\u5e94\uff0c\u5728\u6269\u6563\u8bed\u8a00\u6a21\u578b\u4e0a\u540c\u6837\u594f\u6548\u3002<\/p>\n<p>\u8fd9\u4e3a\u4e1a\u5185\u5728\u6269\u6563\u8bed\u8a00\u6a21\u578b\u7684\u00a0scaling\u00a0\u4e0a\uff0c\u6307\u51fa\u4e86\u4e00\u6761\u660e\u4eae\u7684\u8def\u3002<\/p>\n<p>\u5c3d\u7ba1\u00a0LLaDA1.0\u5b8c\u6210\u4e86\u4ece\u96f6\u5230\u4e00\uff0c\u00a0LLaDA-MoE\u00a0\u66f4\u662f\u91cc\u7a0b\u7891\u822c\u7684\u5b58\u5728\uff0c\u4f46\u5728\u767b\u5c71\u7684\u8def\u4e0a\uff0cLLaDA-MoE\u00a0\u8fd8\u6709\u592a\u591a\u7684\u8def\u8981\u8d70\uff0c\u84dd\u632f\u5fe0\u8c08\u5230LLaDA-MoE\u00a0\u9700\u8981\u514b\u670d\u7684\u56f0\u96be\uff0c\u6ed4\u6ed4\u4e0d\u7edd\u3002<\/p>\n<p>\u201c\u6bd4\u5982\u5728\u901f\u5ea6\u4e0a\uff0c\u7406\u8bba\u4e0a\u6bd4\u81ea\u56de\u5f52\u597d\uff0c\u4f46\u73b0\u5728\u81ea\u56de\u5f52\u6bcf\u79d2\u80fd\u5410300\u4e2atoken\uff0c\u4f46\u6269\u6563\u8bed\u8a00\u6a21\u578b\u5f00\u6e90\u6700\u597d\u4e5f\u53ea\u80fd\u541050\u4e2a\uff1b\u518d\u6bd4\u5982\u89c4\u6a21\u4e0a\uff0c\u867d\u7136\u53ef\u4ee5\u505a\u5230\u00a0MoE\u00a0\u4e86\uff0c\u4f46\u66f4\u5927\u7684\u89c4\u6a21\u600e\u4e48\u8dd1\uff1f\u6bd4\u5982\u6211\u4eec\u8fd9\u6b21\u8fd8\u6ca1\u505a\u7c7b\u4f3c\u4e8eblock 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