The "Confidence Trap" happens when we trust a model’s polished tone despite...

https://travispyuj085.raidersfanteamshop.com/defining-the-severity-scale-engineering-trust-in-llm-decision-support

The "Confidence Trap" happens when we trust a model’s polished tone despite subtle factual errors. During our April 2026 audit of 1,324 turns, we found that comparing OpenAI against Anthropic is essential. Multi-model review achieved 99