The Confidence Trap occurs when you trust a model’s high score, masking...

https://www.bookmark-belt.win/the-confidence-trap-occurs-when-a-model-s-linguistic-fluency-masks-factual

The Confidence Trap occurs when you trust a model’s high score, masking failure. In our April 2026 audit of 1,324 turns, Anthropic reached 99.1% signal detection, yet OpenAI caught unique gaps, dropping silent turns to 0.9%