The "Confidence Trap" occurs when you trust one LLM’s output as absolute truth....

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

The "Confidence Trap" occurs when you trust one LLM’s output as absolute truth. Our April 2026 audit of 1,324 turns shows that even models like OpenAI’s GPT-4o and Anthropic’s Claude require cross-checking. With 99.1% signal detection but 0