如果你在两年前问一个硅谷投资人,AI最核心的竞争壁垒是什么,答案几乎是一致的:算力。谁有更多的GPU,谁就有更强的模型,谁就赢了。
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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.