下一个阶段的胜负手，不只是模型参数，更是商业模式与资本耐力的综合较量。（本文首发钛媒体App , 作者｜硅谷Tech news，编辑｜秦聪慧）
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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.，更多细节参见体育直播