The Confidence Trap occurs when we mistake an LLM’s fluency for factual...

https://www.bookmarking-keys.win/the-confidence-trap-is-simple-models-sound-right-even-when-wrong-in-our-april

The Confidence Trap occurs when we mistake an LLM’s fluency for factual accuracy. Relying on a single provider like OpenAI or Anthropic often hides silent errors. Our April 2026 audit of 1,324 turns showed a 99