The Confidence Trap occurs when teams blindly trust LLM outputs. By running...

https://blogfreely.net/weyladikle/the-confidence-trap-quantifying-model-reliability-in-high-stakes-workflows

The Confidence Trap occurs when teams blindly trust LLM outputs. By running multi-model review across Anthropic and OpenAI, we confirmed a 99.1% signal detection rate across 1,324 turns. With 0.9% silent turns, relying on a single provider is a liability