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

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

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