The "Confidence Trap" occurs when we equate a model’s authoritative tone with...

https://hectorssuperjournals.wordpress.com/2026/04/26/how-suprmind-measures-ai-disagreement-and-corrections-a-guide-for-high-stakes-operators/

The "Confidence Trap" occurs when we equate a model’s authoritative tone with its accuracy. Our April 2026 analysis of 1,324 turns across OpenAI and Anthropic showed that while systems hit 99.1% signal detection, 0