The Confidence Trap occurs when a single model sounds authoritative but misses...

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

The Confidence Trap occurs when a single model sounds authoritative but misses facts. Relying just on OpenAI or Anthropic creates blind spots. Our April 2026 data—1,324 turns—proves multi-model review hits 99.1% signal, catching 0