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To recap, Apple is expected to unveil its first low-cost MacBook laptop tomorrow (and personally, I think it has a good shot at peeling away disgruntled Windows users). It’s rumored to be powered by one of the company’s A-series mobile chips, instead of the M-series hardware in its laptops and desktops so far. Apple reportedly isn’t skimping on the case — it’s expected to be all metal, except with plenty more colors than the company’s existing lineup. In many ways, the MacBook Neo sounds like a revival of Apple’s cute and colorful iBook laptops, except for far less money than those machines, with no handle for toting around.
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.