Falling for the Confidence Trap—where a single LLM sounds authoritative while...

https://www.acid-bookmarks.win/the-confidence-trap-occurs-when-teams-trust-a-single-llm-s-output-because-the

Falling for the Confidence Trap—where a single LLM sounds authoritative while missing the mark—is a persistent risk in high-stakes workflows. In our April 2026 audit of 1,542 test turns, relying on one model led to a 0.7% silent error rate