“One of the beautiful things that I think that this entire story really demonstrates is that when you raise the bar for students, they will reach it,” Zuniga added. “And they will even blow your mind and exceed it.”
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.
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