Lambert 还是给了 Anthropic 面子：「快速迭代加上高质量数据可以走很远，让学生模型超越老师也并非不可能。」
This is, to my knowledge, the first published per-font danger rate analysis for Unicode confusables. It suggests that font choice is a meaningful variable in confusable risk, one that confusables.txt does not account for.
，这一点在雷电模拟器官方版本下载中也有详细论述
Having a place to stay has been transformational.
A note on forkingA practical detail that matters is the process that creates child sandboxes must itself be fork-safe. If you are running an async runtime, forking from a multithreaded process is inherently unsafe because child processes inherit locked mutexes and can corrupt state. The solution is a fork server pattern where you fork a single-threaded launcher process before starting the async runtime, then have the async runtime communicate with the launcher over a Unix socket. The launcher creates children, entirely avoiding the multithreaded fork problem.