Nintendo’s next big Pokémon presentation is on February 27th
The Samsung 85-inch Class Q8F QLED 4K TV boasts excellent quality across the board thanks to the 4K QLED display and AI-optimized color-boosted picture and audio, delivering incredible colors, contrast, and sharp clarity. This popular TV also supports VRR games at up to 4K at 144Hz, so gamers should be more than satisfied.
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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.
arXiv:2602.07164 (cs)