The Confidence Trap occurs when we mistake an LLM’s tone for accuracy, leading...

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 mistake an LLM’s tone for accuracy, leading to dangerous automation bias. In our April 2026 audit of 1,324 turns, relying on single-model inference proved risky