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

https://www.yankee-bookmarkings.win/the-confidence-trap-occurs-when-you-trust-one-llm-s-output-as-absolute-truth

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