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

https://www.inter-bookmarks.win/the-confidence-trap-happens-when-we-trust-a-model-s-polished-tone-despite

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