Discussion on "The Verification Tax: Why Generative AI Savings Collapse Under Cognitive Review". Executive Thesis The enterprise AI verification tax is the hidden operational cost where human cognitive overhead spent validating, debugging, and auditing stochastic outputs consumes 25% to 50% of no