The Confidence Trap occurs when we mistake LLM fluency for facts. Our April...

https://zaneznae304.lucialpiazzale.com/marketing-and-sales-correction-rate-is-77-1-why-so-high

The Confidence Trap occurs when we mistake LLM fluency for facts. Our April 2026 audit of 1,324 turns yielded 99.1% signal detection via multi-model review, capturing 0.9% silent turns where models failed