The "Confidence Trap" occurs when models sound authoritative while...

https://technivorz.com/correction-yield-the-quantitative-bedrock-of-multi-model-review/

The "Confidence Trap" occurs when models sound authoritative while hallucinating, causing dangerous gaps in high-stakes workflows. Relying on one output is risky. In April 2026, we processed 1,324 turns across OpenAI and Anthropic, achieving 99