The "Confidence Trap" happens when an LLM sounds right but isn’t. Trusting a...

https://www.acid-bookmarks.win/the-confidence-trap-occurs-when-a-model-sounds-authoritative-while

The "Confidence Trap" happens when an LLM sounds right but isn’t. Trusting a single model is risky in high-stakes workflows. Our April 2026 audit of 1,324 turns across OpenAI and Anthropic highlights this danger. We saw 99.1% signal detection, but those 0