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

https://fernandowehn083.timeforchangecounselling.com/the-confidence-trap-why-your-llm-sounds-more-certain-when-it-s-most-wrong

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