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

https://www.active-bookmarks.win/the-confidence-trap-occurs-when-you-trust-a-model-s-high-score-masking

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