The Confidence Trap: blindly trusting one LLM. Our April 2026 audit of 1,324...

https://oscar-wiki.win/index.php/Why_Accuracy_is_a_Vanity_Metric:_Operationalizing_the_Catch_Ratio

The Confidence Trap: blindly trusting one LLM. Our April 2026 audit of 1,324 turns across Anthropic and OpenAI confirms why review matters. We reached 99.1% signal detection but caught 0.9% silent turns