The "Confidence Trap" occurs when we treat a single LLM output as ground truth....

https://www.seo-bookmarks.win/the-confidence-trap-masks-errors-with-tone-trusting-one-model-is-a-risk-our

The "Confidence Trap" occurs when we treat a single LLM output as ground truth. Relying solely on OpenAI or Anthropic creates dangerous blind spots. Our April 2026 audit showed that while single-model workflows hit 99.1% signal detection, they missed 0