Climate research is global — risks and responsibilities should also be distributed

· · 来源:tutorial资讯

A small, trusted kernel: a few thousand lines of code that check every step of every proof mechanically. Everything else (the AI, the automation, the human guidance) is outside the trust boundary. Independent reimplementations of that kernel, in different languages (Lean, Rust), serve as cross-checks. You do not need to trust a complex AI or solver; you verify the proof independently with a kernel small enough to audit completely. The verification layer must be separate from the AI that generates the code. In a world where AI writes critical software, the verifier is the last line of defense. If the same vendor provides both the AI and the verification, there is a conflict of interest. Independent verification is not a philosophical preference. It is a security architecture requirement. The platform must be open source and controlled by no single vendor.

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H.P. Lovecraft – The Call of Cthulhu

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线程池中,当一个工作线程因为等待某个结果而阻塞时,它就「消失」了——不再能执行任何任务。如果多个线程同时阻塞,线程池可能陷入「所有线程都在等、没人干活」的死局。