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特朗普重返白宫之后,帕兰蒂尔“硅谷军火商”的位置更加稳固。随着AI浪潮越来越热,帕兰蒂尔自然也需要找到合适的AI合作商来完善其数据分析工具。

It’s a blunt claim. But Miessler, who now runs a company called Unsupervised Learning that focuses on “upgrading humans” for an AI-driven world, argued that this isn’t cynicism—it’s capitalism following its oldest instinct.

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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.

Birchall also said he did not recall it was Jack Dorsey who was chief executive of Twitter prior to Musk's attempt to take over the platform.

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