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

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

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