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

https://www.adirs-bookmarks.win/the-confidence-trap-occurs-when-we-mistake-an-llm-s-fluency-for-factual

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