The "Confidence Trap" occurs when an LLM’s authoritative tone masks underlying...

https://www.mapleprimes.com/users/arthur_king7

The "Confidence Trap" occurs when an LLM’s authoritative tone masks underlying errors. In our April 2026 audit of 1,324 turns, we found that relying on a single engine creates dangerous blind spots