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.
Полина Кислицына (Редактор)，详情可参考搜狗输入法2026
gVisor and user-space kernelsgVisor is where the isolation model changes qualitatively. To understand the difference, it helps to look at the attack surface of a standard container.。体育直播对此有专业解读
也因此，李彦宏才会在财报中强调，2025年是 AI 成为百度新核心的关键一年。