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

https://canvas.instructure.com/eportfolios/4205778/home/understanding-oem-protocols-why-your-shop-needs-more-than-a-generic-reader

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