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

https://www.novabookmarks.win/the-confidence-trap-occurs-when-we-trust-an-llm-simply-because-it-sounds

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