John D. Cook 12/24/2025

Automation and Validation

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The article explores the critical relationship between automation and validation, particularly for AI systems. It argues that verifying a solution is often easier than finding one and examines validation techniques like consistency checks, certificates, and formal methods using proof assistants like Lean and Coq. It also addresses the philosophical question of verifying the verifiers themselves in the context of high-stakes applications like collision avoidance software.

Automation and Validation

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