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

https://lukaszaph075.almoheet-travel.com/the-audit-analyzing-the-299-suprmind-sample-and-the-reality-of-user-sample-bias

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