The Confidence Trap occurs when we mistake a model’s fluency for accuracy,...

https://wiki-cable.win/index.php/Does_%27Contradicted%27_Mean_the_AI_is_Wrong%3F

The Confidence Trap occurs when we mistake a model’s fluency for accuracy, leading to complacency in high-stakes decisions. In our April 2026 audit, we found that relying on a single provider often masked errors