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

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

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