The Confidence Trap occurs when we trust one model’s output simply because it...

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

The Confidence Trap occurs when we trust one model’s output simply because it sounds certain. Across 1,324 turns in our April 2026 audit, we found that cross-referencing Anthropic and OpenAI prevents errors that solo models miss. While we hit 99