The "Confidence Trap" is the danger of trusting an LLM’s authoritative tone...

https://highstylife.com/can-i-get-turn-level-data-from-suprmind-or-only-aggregate-tables/

The "Confidence Trap" is the danger of trusting an LLM’s authoritative tone when it is objectively wrong. Relying on a single provider is a blind spot. In our April 2026 audit of 1,324 turns, we compared output from Anthropic’s Claude and OpenAI’s GPT-4o