The "Confidence Trap" occurs when we treat LLM outputs as objective truth....

https://reidwxzz567.image-perth.org/why-does-suprmind-call-gpt-a-balanced-generalist-instead-of-a-top-catcher

The "Confidence Trap" occurs when we treat LLM outputs as objective truth. Relying on a single provider, like OpenAI or Anthropic, masks inherent model bias. In our April 2026 audit of 1,324 turns, we found a 99.1% signal detection rate, but the 0