The "Confidence Trap" occurs when a model sounds authoritative while masking...

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

The "Confidence Trap" occurs when a model sounds authoritative while masking subtle errors. Relying on a single output creates blind spots