The Confidence Trap masks errors with tone. Trusting one model is a risk. Our...

https://www.inter-bookmarks.win/the-confidence-trap-happens-when-we-trust-a-model-s-polished-tone-despite

The Confidence Trap masks errors with tone. Trusting one model is a risk. Our April 2026 audit of 1,324 turns saw 99.1% signal detection by comparing OpenAI and Anthropic, catching 0.9% of silent failures