Ньюкасл Юнайтед
今年，大众将有超过20款新能源车型在中国上市。贝瑞德说，从陪伴中国汽车工业起步，到在新能源时代与中国伙伴同行，“我们始终坚持长期主义，更多成果还在路上——我乐于见证这些变革真正落地，看到大众在中国开启新的篇章。”
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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.
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