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Behind the scenes of our massive CPU retest for Bench — testing at 1080p, choosing new apps, and gathering data for a decade of CPUs，推荐阅读Line官方版本下载获取更多信息
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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