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.
Compounding the issue is the latest jobs data, which shows the labor market continuing to strengthen. Payroll provider ADP reported that private employers added 66,000 roles in February, well above the 50,000 expected. That doesn’t help the argument for a cut. The second part of the Fed’s mandate—steady employment—is already taking care of itself with little intervention.
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乔忠良:我最大的路径依赖,是早期不自觉把机器人硬件当成互联网产品去迭代——觉得先上一个版本,再快速改就行。但硬件不是这样——一个传感器位置定下来,就意味着未来两三年所有数据都基于这个构型采集。你改一个位置,数据要做空间表征的重新对齐,模型得重新训。