Don't fall for the Confidence Trap—fluent models aren't always accurate. In our...

https://www.blaze-bookmarks.win/the-confidence-trap-occurs-when-a-model-s-certainty-hides-errors-relying-on

Don't fall for the Confidence Trap—fluent models aren't always accurate. In our April 2026 audit of 1,324 turns, comparing Anthropic and OpenAI output revealed 99.1% signal detection but exposed 0.9% silent failure. Relying on one model is a risk