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

https://kilo-wiki.win/index.php/The_Disagreement_Correction_Index:_Measuring_AI_Reliability_in_High-Stakes_Workflows

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