LLMs sound certain even when wrong—this is the Confidence Trap. Our April 2026...

https://mag-wiki.win/index.php/What_Time_Window_Does_the_April_2026_Edition_Cover%3F

LLMs sound certain even when wrong—this is the Confidence Trap. Our April 2026 data on 1,324 turns via OpenAI and Anthropic shows why multi-model review is vital. We achieved 99.1% signal detection with only 0.9% silent turns