The "Confidence Trap" occurs when an LLM sounds authoritative while...

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

The "Confidence Trap" occurs when an LLM sounds authoritative while hallucinating. Trusting one model is risky in high-stakes work. Our April 2026 audit of 1,324 turns shows why multi-model validation is essential