The "Confidence Trap" happens when we treat one LLM as an oracle. In our April...

https://www.emergbook.win/the-confidence-trap-is-trusting-an-llm-just-because-it-sounds-certain-in-our

The "Confidence Trap" happens when we treat one LLM as an oracle. In our April 2026 audit of 1,324 turns, cross-checking Anthropic and OpenAI revealed why single-model reliance fails. We achieved 99