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.
对于平台来说，无法从API层面上封杀这种攻击手段。
This is a 27-inch monitor with a 5K Retina XDR screen. It has a mini-LED display with more than 2,000 dimming zones and peak HDR brightness of 2,000 nuts, along with a wider color gamut. The Studio Display XDR boasts a 120Hz refresh rate (an improvement over the 60Hz that previous models were limited to) and a tilt- and height-adjustable stand as standard.，更多细节参见91视频
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