The alternative, push-button solvers that return a binary pass or fail with no intermediate state, gives AI nothing to learn from and no way to guide the search. Worse, proofs that rely on heuristic solvers often break when the solver updates or when developers make small changes to how they write their specifications, even when the changes are logically equivalent. You cannot build a reliable AI pipeline on a foundation that is not reproducible. (I discuss this in detail in a recent Stanford talk.)
carries { file, start_line, start_col, end_line, end_col }. This costs one
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每年春天，在北京召開的中國「兩會」（全國人大與全國政協會議）都是觀察中國政治經濟走向的重要視窗。 2026年全國政協十四屆四次會議和十四屆全國人大四次會議，將分別於3月4日和3月5日在北京開幕。
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