The Confidence Trap happens when a model sounds authoritative even when it’s...

https://www.coast-bookmarks.win/the-confidence-trap-occurs-when-we-trust-a-model-s-output-simply-because-it

The Confidence Trap happens when a model sounds authoritative even when it’s wrong. Analyzing 1,324 turns between OpenAI and Anthropic in our April 2026 audit, we found that multi-model review is essential. We hit 99.1% signal detection and flagged 0