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.
theregister.com
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As the conflict in Iran stretches into its fourth day and threatens to spill over into the wider region, the staggering financial and strategic costs the U.S. is incurring to finance its military efforts are colliding with a sobering admission from the Oval Office.