Study finds ChatGPT Health did not recommend a hospital visit when medically necessary in more than half of cases | ChatGPT Health performance in a structured test of triage recommendations

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天际资本的判断是,OpenClaw完成了市场教育,证明了“数字劳动力”的庞大需求,但真正能承载企业级落地的,是需要安全底座的那一层。Lemon AI正是填补这一空缺的角色,OpenClaw告诉用户“AI可以帮你干活”,Lemon AI告诉企业“AI可以安全地帮你干活”。

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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.

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