The Confidence Trap occurs when we mistake a model’s fluency for accuracy,...

https://reidwxzz567.image-perth.org/the-data-integrity-audit-why-we-cut-196-turns-from-our-performance-baseline

The Confidence Trap occurs when we mistake a model’s fluency for accuracy, leading to complacency in high-stakes decisions. In our April 2026 audit, we found that relying on a single provider often masked errors