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习近平同志深刻指出:“‘三把火’该不该烧,什么时候烧适宜,都要从实际出发。”“要多深入群众,多做调查研究,弄清事情的来龙去脉,而后审时度势,该烧则烧,不该烧决不要赶时髦,勉强‘烧火’。”
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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.
North Sea oil and gas facilities can be re-used for carbon storage
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