The "Confidence Trap" happens when we mistake an LLM’s authoritative tone for...

https://www.bookmark-tango.win/the-confidence-trap-is-trusting-llm-tone-over-accuracy-our-april-2026-audit-of

The "Confidence Trap" happens when we mistake an LLM’s authoritative tone for factual accuracy. Our April 2026 audit of 1,324 turns proved that single-source reliance is a major liability