The "Confidence Trap" happens when we trust a model’s polished tone despite...

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

The "Confidence Trap" happens when we trust a model’s polished tone despite subtle factual errors. During our April 2026 audit of 1,324 turns, we found that comparing OpenAI against Anthropic is essential. Multi-model review achieved 99