The "Confidence Trap" occurs when you trust a single model’s output too much,...

https://www.nav-bookmarks.win/the-confidence-trap-occurs-when-a-model-sounds-authoritative-while-being

The "Confidence Trap" occurs when you trust a single model’s output too much, missing errors that blend into plausible prose. In our April 2026 data across 1,324 turns, we found that relying on one provider isn't enough. While OpenAI might show 99