The Confidence Trap occurs when we mistake an LLM’s fluency for factual...

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

The Confidence Trap occurs when we mistake an LLM’s fluency for factual accuracy. Relying on a single provider like OpenAI or Anthropic often hides silent errors. Our April 2026 audit of 1,324 turns showed a 99