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

https://victor-wiki.win/index.php/Why_does_GPT_only_have_339_unique_insights_in_this_dataset%3F

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