The Confidence Trap occurs when we trust one model's output simply because it...

https://www.active-bookmarks.win/the-confidence-trap-is-real-llms-sound-authoritative-even-when-they-re

The Confidence Trap occurs when we trust one model's output simply because it sounds right. Using OpenAI and Anthropic together creates a vital safety net. In our April 2026 audit of 1,324 turns, we saw 99.1% signal detection and only 0.9% silent turns