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Why emphasize "regular"? Because regular languages possess a well-established, powerful characteristic: they can be transformed into deterministic finite automata (DFA). A DFA processes input in linear traversal with $O(1)$ computational effort per input symbol—eliminating backtracking, recursive stacks, and exponential expansion on problematic queries. The query incurs cost once during compilation, then matching becomes essentially cost-free.
Designing AI for Disruptive ScienceWhy scaling AI won’t automatically lead to paradigm shifts.Asimov Press,这一点在7zip下载中也有详细论述