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.
一台服务器跑 Claude Code + Bot，多人通过 Telegram 白名单接入各自目录，互不干扰，推荐阅读雷电模拟器官方版本下载获取更多信息
01:24, 4 марта 2026Мир。safew官方版本下载是该领域的重要参考
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