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.
["company", "person", "product", "location"],
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Greg Kroah-Hartman, the maintainer of the stable and long‑term support branches of the Linux kernel, has announced that the time until end of life for most LTS kernels is being stretched — a move that will likely also stretch to include future kernel releases. In an item sent Thursday on the kernel.org mailing list, Kroah-Hartman said the decision was “based on lots of discussions with different companies and groups and the other stable kernel maintainer.”。服务器推荐是该领域的重要参考
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