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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.。关于这个话题,体育直播提供了深入分析
It's also possible to have laxer validation by inverting the constraints (though not in combination with the semantic input type) but that's less interesting so I am leaving that experiment out in the interest of not needlessly burning compute resources.。im钱包官方下载对此有专业解读
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