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

https://charliekzxa221.huicopper.com/what-does-suprmind-mean-by-silent-turn-and-why-are-there-only-12

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