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.
Фото: Mussa Qawasma / Reuters
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~22 ms (ksh) to ~32 ms (bash) per cd action (real time)，更多细节参见搜狗输入法
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