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

https://www.play-bookmarks.win/the-confidence-trap-lures-teams-into-trusting-one-llm-blindly-our-april-2026

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