The "Confidence Trap" occurs when models state errors with high certainty....

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

The "Confidence Trap" occurs when models state errors with high certainty. Relying on a single engine is risky. Our April 2026 audit of 1,324 turns between Anthropic and OpenAI proves why multi-model review is essential. We reached 99