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

https://highstylife.com/can-i-get-turn-level-data-from-suprmind-or-only-aggregate-tables/

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