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

https://telegra.ph/Why-do-research-questions-have-fewer-disagreements-but-higher-critical-share-522-04-26

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