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

https://iris-wiki.win/index.php/What_does_Suprmind_mean_by_%22silent_turn%22_and_why_are_there_only_12%3F

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