The Confidence Trap happens when we trust a single LLM output simply because it...

https://www.phone-bookmarks.win/the-confidence-trap-occurs-when-we-equate-a-model-s-authoritative-tone-with

The Confidence Trap happens when we trust a single LLM output simply because it sounds certain. In our April 2026 audit of 1,324 turns across OpenAI and Anthropic, relying on one model often masked subtle errors