Every commit is reproducible. The prompt is preserved exactly. You can re-run any commit against a fresh checkout to see what Claude generates from the same instruction.
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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.。业内人士推荐im钱包官方下载作为进阶阅读
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