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almost every regex engine today descends from one of two approaches: Thompson’s NFA construction (1968) or backtracking (1994). Thompson-style engines (grep, RE2, Rust’s regex) give you linear-time guarantees but only support the “standard” fragment - | and *. backtracking engines (the rest, 95% chance the one you’re using) give you a mix of advanced features like backreferences, lookarounds.., but are unreliable, and can blow up to exponential time on adversarial inputs, which is a real security concern known as ReDoS. to be more precise, this exponential behavior is not the only problem with backtracking engines - they also handle the OR (|) operator much slower, but let’s try to start with the big picture.

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二是以Meta为代表的互联网科技巨头,利用其本身的优势及在AI技术上的积累,也在积极推出新的智能硬件。比如Meta,重点是推进智能眼镜的研发,其与雷朋合作的Ribbon Meta系列智能眼镜,已实现数百万台的销量,成为其布局后智能手机时代的重要抓手。。业内人士推荐电影作为进阶阅读

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