年度征文|LLM 眼中的好文章:少数派 2025 热门内容解码

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В России допустили «второй Чернобыль» в Иране22:31

Bits [13:2]: A 12-bit microcode redirect address -- a fault handler (e.g., 0x85D for #GP, 0x870 for #NP) or a gate dispatch routine (e.g., 0x5BE for a 386 call gate).

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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.

Sam Curran

Customers can pre-order the new 13- and 15-inch MacBook Air with M5 beginning at 6:15 a.m. PST on Wednesday, March 4, on apple.com/store and in the Apple Store app in 33 countries and regions, including the U.S. All models will begin arriving to customers, and will be in Apple Store locations and Apple Authorized Resellers, starting Wednesday, March 11.