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\u8bba\u6587\u9898\u4e3a\u300aSurfing the Activation Wave\u300b\uff0c\u4f5c\u8005\u6765\u81ea\u9ad8\u901aAI\u7814\u7a76\u4e0e\u65af\u5766\u798f\u5927\u5b66\uff0c\u88abNeurIPS 2026\u7684Axiom\u3001GDDL\u4e0ePriGM\u4e09\u4e2aworkshop\u63a5\u6536\u3002\u5b83\u63d0\u51fa\u7684\u6846\u67b6\u53ebELSI\u2014\u2014\u57fa\u4e8e\u71b5\u7684\u5c42\u96c6\u5408\u8fed\u4ee3\u3002\u6838\u5fc3\u601d\u8def\u662f\u628a\u9009\u5c42\u4ece\u4f4d\u7f6e\u542f\u53d1\u5f0f\u6539\u5199\u6210\u4e00\u6b21\u4fe1\u606f\u8bba\u4f18\u5316\u95ee\u9898\uff1a\u4e00\u4e2a36\u5c42\u6a21\u578b\u53ea\u6311\u4e09\u5c42\u5c31\u6709\u6570\u5343\u79cd\u7ec4\u5408\uff0c\u9010\u4e00\u8bad\u7ec3\u8349\u7a3f\u6a21\u578b\u53bb\u8bc4\u4f30\u5728\u5de5\u7a0b\u4e0a\u4e0d\u53ef\u884c\uff1b\u4f46\u5982\u679c\u80fd\u5148\u7b97\u51fa\u6bcf\u5c42”\u4fe1\u606f\u91cf”\u6709\u591a\u4e30\u5bcc\u3001\u5c42\u4e0e\u5c42\u4e4b\u95f4”\u91cd\u590d\u5ea6”\u6709\u591a\u9ad8\uff0c\u9009\u5c42\u5c31\u53d8\u6210\u4e86\u4e00\u6b21\u5ec9\u4ef7\u7684\u641c\u7d22\u3002<\/p>\n
\u7b2c\u4e00\u628a\u5c3a\u5b50\u53eb\u77e9\u9635\u71b5\u3002\u628a\u67d0\u4e00\u5c42\u6240\u6709\u8bcd\u5143\u4f4d\u7f6e\u7684\u9690\u85cf\u72b6\u6001\u5806\u6210\u4e00\u4e2a\u77e9\u9635\uff0c\u770b\u5b83\u7684\u80fd\u91cf\u662f\u96c6\u4e2d\u5728\u4e00\u4e24\u4e2a\u4e3b\u65b9\u5411\u4e0a\u8fd8\u662f\u5206\u6563\u5728\u5f88\u591a\u65b9\u5411\u4e0a\u2014\u2014\u524d\u8005\u8bf4\u660e\u8fd9\u5c42\u8868\u8fbe\u7684\u4fe1\u606f\u5355\u4e00\uff0c\u540e\u8005\u8bf4\u660e\u4fe1\u606f\u4e30\u5bcc\u3002\u8bba\u6587\u5728Qwen3-4B\u4e0a\u753b\u51fa\u7684\u9010\u5c42\u71b5\u66f2\u7ebf\u5448\u6ce2\u6d6a\u5f62\uff1a\u524d6\u5c42\u71b5\u503c\u9ad8\u4e14\u6ce2\u52a8\u5927\uff0c\u4e2d\u95f47\u523028\u5c42\u8d70\u4f4e\u540e\u7f13\u6162\u56de\u5347\uff0c\u6700\u540e29\u523035\u5c42\u53c8\u51b2\u4e0a\u6ce2\u5cf0\u3002\u8bba\u6587\u628a\u8fd9\u79cd\u975e\u5747\u5300\u8f6e\u5ed3\u79f0\u4e3a”\u6fc0\u6d3b\u6ce2”\uff0c\u5e76\u6307\u51fa\u5982\u679c\u4e0d\u627f\u8ba4\u8fd9\u4e2a\u8282\u594f\uff0c\u7ee7\u7eed\u7528\u4f4d\u7f6e\u516c\u5f0f\u673a\u68b0\u5207\u4e09\u5200\uff0c\u5f88\u53ef\u80fd\u6070\u597d\u5207\u5728\u71b5\u6700\u4f4e\u7684\u90a3\u51e0\u5c42\u4e0a\u3002<\/p>\n
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