05版 - 本版责编:程 晨 刘梦丹 李祉瑶 刘子赫 闵方正

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The Claude C Compiler illustrates the other side: it optimizes for passing tests, not for correctness. It hard-codes values to satisfy the test suite. It will not generalize. Property-based testing would likely catch this particular case, but the general problem remains: for any fixed testing strategy, a sufficiently adversarial system can overfit to it. A proof cannot be gamed. It covers all inputs by construction.

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特朗普刚下禁令,美军动用Claude空袭,军用版或已达Opus 5.5水平

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