Lord Allen to become latest casualty of horse racing’s intractable politics

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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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根据SWE-Bench Verified测试,M2.5得分为80.2%,与Anthropic旗下模型Claude Opus 4.6的80.8%差距不足1个百分点。也就是说,在编程、工具调用、搜索等Agent核心能力上,两者的差距越来越小。