The Confidence Trap occurs when we mistake an LLM’s stylistic certainty for...

https://suprmind.ai/hub/multi-model-ai-divergence-index/

The Confidence Trap occurs when we mistake an LLM’s stylistic certainty for objective accuracy. In our April 2026 audit of 1,324 turns, we found that relying on a single provider often masked critical reasoning gaps