The Confidence Trap occurs when we trust a single LLM because it sounds...

https://www.tumblr.com/gladlyradiantsphinx/814984864992542720/perplexity-catch-ratio-254-is-it-really-the-best

The Confidence Trap occurs when we trust a single LLM because it sounds authoritative, even when it’s wrong. In our April 2026 audit of 1,324 turns, relying on one model masked critical errors. By cross-validating OpenAI and Anthropic, we achieved 99