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2019\u8bba\u6587\u4f5c\u8005\u4fe1\u606f\uff0c\u5f53\u65f6\u534e\u88d4\u7814\u7a76\u4eba\u5458\u5360\u6bd4\u4e3a29%\uff0c\u8d85\u8fc7\u7f8e\u56fd\u768420%\u548c\u6b27\u6d32\u768417%\u3002\u5728\u8ffd\u8e2a\u7684675\u540d\u7814\u7a76\u4eba\u5458\u4e2d\uff0c59%\u4e3a\u7f8e\u56fd\u673a\u6784\u5de5\u4f5c\uff0c\u4e2d\u56fd\u3001\u6b27\u6d32\u5206\u522b\u4e3a11%\u548c10%\u3002<\/p>\n<p>\u4e09\u5e74\u540e\uff0c\u4fdd\u5c14\u68ee\u7814\u7a76\u6240\u518d\u6b21\u5bf9NeurIPS 2022\u8bba\u6587\u4f5c\u8005\u8fdb\u884c\u8c03\u67e5\uff0c\u53d1\u73b0\u534e\u88d4\u7814\u7a76\u4eba\u5458\u5360\u6bd4\u5df2\u63a5\u8fd1\u4e00\u534a\u3002\u53ef\u89c1\u5728\u77ed\u77ed\u4e09\u5e74\u5185\uff0c\u4e2d\u56fd\u7684\u5d1b\u8d77\u901f\u5ea6\u6709\u591a\u5feb\u3002<\/p>\n<p>\u6700\u8fd1\uff0c\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u5343\u95ee\uff08Qwen\uff09\u5728\u7f8e\u56fd\u8d70\u7ea2\uff0c\u8ba9\u8bb8\u591a\u7f8e\u56fd\u540c\u884c\u611f\u5230\u9707\u60ca\u3002\u5c31\u8fde\u65af\u5766\u798f\u5927\u5b66\u7684\u4e00\u4e9b\u77e5\u540d\u8bfe\u7a0b\u4e5f\u5f00\u59cb\u91c7\u7528Qwen\u6a21\u578b\u2014\u2014\u56e0\u4e3a\u4e2d\u56fd\u6a21\u578b\u66f4\u4fbf\u5b9c\uff0c\u6027\u80fd\u4e5f\u4ee4\u4eba\u6ee1\u610f\u3002<\/p>\n<p>\u5f53\u521dDeepSeek\u6a2a\u7a7a\u51fa\u4e16\u65f6\uff0c\u66fe\u4ee4AI\u5708\u9707\u60ca\uff0c\u4f46\u5f88\u5feb\u7f8e\u56fd\u540c\u884c\u8ba4\u5b9a\uff0cDeepSeek\u5e76\u672a\u5e26\u6765\u98a0\u8986\u6027\u4f18\u52bf\u3002\u51e0\u5468\u540e\uff0c\u7f8e\u56fd\u5a92\u4f53\u7684\u53d9\u4e8b\u8fc5\u901f\u8f6c\u53d8\uff1a\u201c\u4e2d\u56fd\u64c5\u957f\u6a21\u4eff\uff0c\u65e0\u6cd5\u771f\u6b63\u521b\u65b0\u3002\u201d\u5341\u4e2a\u6708\u8fc7\u53bb\uff0c\u5982\u4eca\u7684\u8bba\u8c03\u518d\u6b21\u6539\u53d8\u3002\u56e0\u4e3a\u4e2d\u56fd\u7814\u7a76\u751f\u6001\u51fa\u73b0\u7206\u53d1\u5f0f\u6210\u957f\uff0c\u9ad8\u8d28\u91cfAI\u8bba\u6587\u9891\u9891\u4eae\u76f8\u9876\u7ea7\u4f1a\u8bae\uff0c\u4e2d\u56fd\u6b63\u5feb\u901f\u5c06\u7814\u7a76\u6210\u679c\u8f6c\u5316\u4e3a\u4ea7\u54c1\u4e0e\u80fd\u529b\uff0c\u7f8e\u56fd\u4e0d\u518d\u81ea\u4fe1\uff0c\u53d8\u5f97\u5750\u7acb\u4e0d\u5b89\u3002<\/p>\n<p>\u7845\u8c37\u66fe\u4e00\u5ea6\u8ba4\u4e3a\uff1a\u201c\u4e2d\u56fd\u7684\u5f3a\u9879\u5728\u4e8e\u6269\u6563\uff1b\u6ca1\u6709\u6211\u4eec\u7684\u521b\u610f\uff0c\u4e2d\u56fd\u4f53\u7cfb\u5c31\u4f1a\u5931\u6548\u3002\u201d\u5982\u679c\u771f\u662f\u8fd9\u6837\uff0c\u90a3\u7f8e\u56fd\u53ea\u9700\u4fdd\u62a4\u597d\u6280\u672f\u673a\u5bc6\u4fbf\u53ef\u9ad8\u6795\u65e0\u5fe7\u3002\u4f46\u4e00\u8fde\u4e32\u4e8b\u5b9e\u8bc1\u660e\uff0c\u8fd9\u79cd\u8bca\u65ad\u663e\u7136\u662f\u9519\u8bef\u7684\u3002<\/p>\n<h4>\u4e2d\u56fdAI\u8bba\u6587\u4ece\u6570\u91cf\u5230\u8d28\u91cf\u5168\u9762\u7206\u53d1<\/h4>\n<p>2010\u5e74\u4ee3\uff0c\u4e2d\u56fdAI\u8bba\u6587\u6570\u91cf\u548c\u4e13\u5229\u7533\u8bf7\u6fc0\u589e\uff0c\u4f46\u56e0\u8d28\u91cf\u666e\u904d\u4e0d\u9ad8\uff0c\u88ab\u56fd\u9645\u7814\u7a76\u754c\u5ffd\u89c6\u3002\u4f46\u8fd9\u4e00\u6b21\u5f62\u52bf\u5df2\u5927\u4e0d\u76f8\u540c\uff0c\u7f8e\u56fd\u9876\u5c16AI\u7814\u7a76\u8005\u5f00\u59cb\u4e3b\u52a8\u5173\u6ce8\u4e2d\u56fd\u7684\u524d\u6cbf\u5de5\u4f5c\u3002<\/p>\n<p>\u7f8e\u56fdAI\u5b9e\u9a8c\u5ba4\u7684\u4e00\u4f4d\u7814\u7a76\u4eba\u5458\u8868\u793a\uff0c\u5728RLHF\uff08\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff09\u8fd9\u4e00\u63a8\u52a8AI\u6027\u80fd\u7a81\u7834\u7684\u70ed\u95e8\u9886\u57df\uff0c\u8bb8\u591a\u4ee4\u4eba\u773c\u524d\u4e00\u4eae\u7684\u65b0\u8bba\u6587\u90fd\u6765\u81ea\u4e2d\u56fd\uff0c\u591a\u4f4d\u65af\u5766\u798f\u7814\u7a76\u5458\u4e5f\u627f\u8ba4\u8fd9\u4e00\u8d8b\u52bf\u3002<\/p>\n<p>\u7f8e\u56fd\u6709\u8bc6\u4e4b\u58eb\u6307\u51fa\uff1a\u201c\u771f\u6b63\u7684\u5a01\u80c1\u6765\u81ea\u4eba\u624d\u7ba1\u9053\u3002\u6e05\u534e\u3001\u6d59\u5927\u5982\u4eca\u5df2\u80fd\u4e0e\u65af\u5766\u798f\u3001\u9ebb\u7701\u7406\u5de5\u6bd4\u80a9\uff0c\u8fd9\u4e9b\u4eba\u624d\u6700\u7ec8\u5c06\u52a0\u5165DeepSeek\u3001\u81ea\u4e3b\u65e0\u4eba\u673a\u5236\u9020\u5546\u4ee5\u53ca\u5404\u7c7b\u6218\u7565\u6027\u4e2d\u56fdAI\u4f01\u4e1a\uff0c\u7f8e\u56fd\u5bf9\u9876\u5c16AI\u4eba\u624d\u7684\u5784\u65ad\u6b63\u5728\u74e6\u89e3\u3002\u201d<\/p>\n<p>2021\u5e74\uff0c\u7814\u7a76\u4eba\u5458Hristo Todorov\u5f00\u59cb\u7814\u7a76\u5bf9\u6297\u9c81\u68d2\u6027\uff08adversarial robustness\uff09\u95ee\u9898\uff0c\u5f53\u65f6\u8be5\u9886\u57df\u7531\u65af\u5766\u798f\u3001\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u548c\u9ebb\u7701\u7406\u5de5\u4e3b\u5bfc\uff0c\u51e0\u4e4e\u770b\u4e0d\u5230\u4e2d\u56fd\u5b66\u8005\u7684\u8eab\u5f71\u3002\u5230\u4e862025\u5e74\uff0c\u4e2d\u56fdAI\u751f\u6001\u5df2\u4eca\u975e\u6614\u6bd4\u30022024\u5e74\uff0c\u4e00\u652f\u7531\u6e05\u534e\u5927\u5b66\u4e0e\u5b57\u8282\u8df3\u52a8\u7ec4\u6210\u7684\u7814\u7a76\u56e2\u961f\u8363\u83b7NeurIPS 2024\u6700\u4f73\u8bba\u6587\u5956\u3002\u8fd1\u671f\uff0c\u6e05\u534e\u5927\u5b66\u53d1\u8868\u7684\u201c\u5206\u5c42\u63a8\u7406\u6a21\u578b\u201d\uff08Hierarchical Reasoning Models\uff09\u76f8\u5173\u8bba\u6587\u4e5f\u5f15\u8d77\u4e86\u7845\u8c37\u7684\u5e7f\u6cdb\u5173\u6ce8\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u56db\u5e74\u524d\u4e2d\u56fd\u5728AI\u9886\u57df\u7684\u539f\u521b\u6027\u6210\u679c\u6781\u4e3a\u6709\u9650\uff0c\u4f46\u52302025\u5e74\uff0c\u5c40\u9762\u5df2\u5f7b\u5e95\u6539\u53d8\u3002<\/p>\n<p>ICLR\u662fAI\u9886\u57df\u7684\u4e09\u5927\u9876\u7ea7\u4f1a\u8bae\u4e4b\u4e00\u30022021\u5e74\uff0c\u8be5\u4f1a\u8bae\u4e0a\u7f8e\u56fd\u8bba\u6587\u6570\u91cf\u662f\u4e2d\u56fd\u7684\u4e94\u500d\uff1b\u800c\u52302025\u5e74\uff0c\u4e24\u56fd\u8bba\u6587\u6570\u91cf\u5df2\u8fd1\u4e4e\u6301\u5e73\u3002\u53e6\u5916\u4e24\u5927\u9876\u4f1a\u2014\u2014NeurIPS\u548cICML\u2014\u2014\u4e5f\u5448\u73b0\u51fa\u76f8\u540c\u8d8b\u52bf\u3002<\/p>\n<p>\u672a\u6765\uff0c\u4e2d\u56fdAI\u5d1b\u8d77\u7684\u901f\u5ea6\u53ea\u4f1a\u66f4\u5feb\u3002\u6709\u4eba\u9884\u6d4b\uff0c\u5728ICLR 2026\u4e0a\uff0c\u4e2d\u56fd\u8bba\u6587\u6570\u91cf\u5c06\u9996\u6b21\u8d85\u8fc7\u7f8e\u56fd\uff0c\u4e5f\u5c31\u662f\u8bf4\u4e2d\u56fd\u5c06\u4e3b\u5bfc\u4e00\u4e2a\u9876\u7ea7AI\u4f1a\u8bae\u3002<\/p>\n<p>\u5f53\u65af\u5766\u798f\u5b66\u751f\u9ed8\u8ba4\u4f7f\u7528\u4e2d\u56fd\u6a21\u578b\uff0c\u5f53\u673a\u5668\u4eba\u521d\u521b\u516c\u53f8\u57fa\u4e8e\u4e2d\u56fd\u57fa\u7840\u8bbe\u65bd\u6784\u5efa\u7cfb\u7edf\uff0c\u5f53\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684RLHF\u8bba\u6587\u51fa\u81ea\u4e2d\u56fd\u5b9e\u9a8c\u5ba4\uff0c\u4e00\u4e2a\u6839\u672c\u6027\u8f6c\u53d8\u5df2\u7136\u6e05\u6670\uff1a\u4e2d\u56fdAI\u751f\u6001\u4e0d\u518d\u4ec5\u4ec5\u6269\u6563\u7f8e\u56fd\u601d\u60f3\uff0c\u800c\u662f\u5f00\u59cb\u72ec\u7acb\u521b\u65b0\u3002\uff08\u5c0f\u5200\uff09<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28405\" class=\"pvc_stats total_only  \" data-element-id=\"28405\" style=\"\"><i class=\"pvc-stats-icon 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