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

https://reidwxzz567.image-perth.org/the-data-integrity-audit-why-we-cut-196-turns-from-our-performance-baseline

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