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

https://www.bestbookmarks.win/the-confidence-trap-occurs-when-operators-over-rely-on-a-single-llm-output

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