The Confidence Trap occurs when LLMs sound certain while hallucinating, leading...

https://highstylife.com/can-i-get-turn-level-data-from-suprmind-or-only-aggregate-tables/

The Confidence Trap occurs when LLMs sound certain while hallucinating, leading teams to trust incorrect data. Our April 2026 audit of 2,150 turns across OpenAI and Anthropic showed that single-model workflows missed a 1.2% silent failure rate