The Confidence Trap is trusting LLM tone over accuracy. Our April 2026 audit of...

https://technivorz.com/correction-yield-the-quantitative-bedrock-of-multi-model-review/

The Confidence Trap is trusting LLM tone over accuracy. Our April 2026 audit of 1,324 turns showed 99.1% signal detection using Anthropic and OpenAI, but 0.9% were silent failures