The "Confidence Trap" occurs when an LLM sounds authoritative but misses the...

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

The "Confidence Trap" occurs when an LLM sounds authoritative but misses the mark. Relying on one model creates blind spots. Multi-model review mitigates this. In our April 2026 audit of 1,324 turns comparing OpenAI and Anthropic, we achieved a 99