河南省委要求深入学习贯彻习近平总书记关于树立和践行正确政绩观的重要论述，认真学习研讨，打牢思想基础，坚持个人自学和集中学习相结合，突出领导带头，抓实支部学习，加强教育培训，用好正反面典型案例，切实做到学深悟透、融会贯通。
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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.
This story was originally featured on Fortune.com
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