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Testing and proof are complementary. Testing, including property-based testing and fuzzing, is powerful: it catches bugs quickly, cheaply, and often in surprising ways. But testing provides confidence. Proof provides a guarantee. The difference matters, and it is hard to quantify how high the confidence from testing actually is. Software can be accompanied by proofs of its correctness, proofs that a machine checks mechanically, with no room for error. When AI makes proof cheap, it becomes the stronger path: one proof covers every possible input, every edge case, every interleaving. A verified cryptographic library is not better engineering. It is a mathematical guarantee.
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*** Reader Arthur Lee is a British actor of Korean descent who made his international debut on HBO Cinemax’s Strike Back in 2015 and who recently appeared in Doctor Who. Arthur grew up mostly in London, but also spent several years in South Korea advancing his knowledge of Korean language and culture.