The "Confidence Trap" happens when we trust a single LLM blindly, ignoring...

https://www.bestbookmarks.win/the-confidence-trap-occurs-when-teams-rely-blindly-on-high-confidence-llm

The "Confidence Trap" happens when we trust a single LLM blindly, ignoring latent errors. In our April 2026 audit of 1,324 turns, we achieved 99.1% signal detection but caught 0.9% silent turns. Relying solely on OpenAI or Anthropic is a risk