The "Confidence Trap" occurs when you trust an LLM’s authoritative tone despite...

https://blogfreely.net/weyladikle/business-strategy-disagreement-is-54-9-how-should-teams-use-that

The "Confidence Trap" occurs when you trust an LLM’s authoritative tone despite underlying errors. Relying on one model is a risk. We use multi-model review to mitigate this. Our April 2026 audit of 1,324 turns between Anthropic and OpenAI revealed 99