After 16 years running a digital marketing agency and consulting with companies from bootstrapped startups to publicly traded enterprises, I’ve identified the fundamental flaw: If you’re planning for the year in January, you’ve already lost. But more importantly, I’ve developed a framework that fixes it.
NewProtocolWithBases, with a specification like:
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.，这一点在电影中也有详细论述
Фото: Павел Львов / РИА Новости
。51吃瓜是该领域的重要参考
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