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The partnership drew scrutiny because of Flock’s reported ties to federal agencies. But the Flock spokesperson dismissed these ties as rumors, saying: “We do not have any contracts with any of them, which means they cannot directly access data on the platform.”

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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.

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