8. Appendix - Introduction to Modular Design
Logic errors. If Thing A depends on Thing B, but Thing B isn’t properly initialized, that’s unexpected. Null pointer exceptions are also typically a surprise.
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The court stressed the need for human oversight and the importance of keeping institutional safeguards "firmly in place".
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第一,Agent想要实现跨生态、跨系统和多任务的调度,就必须要在企业内部实现上百个系统里实现数据的互联和格式的统一。第二,考虑到数据的可控和可信,企业内部就必须建立分级分类的统一认证权限,保证数据的全链路可靠。
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.。Line官方版本下载对此有专业解读