The Confidence Trap occurs when operators over-rely on a single LLM output,...

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

The Confidence Trap occurs when operators over-rely on a single LLM output, ignoring latent errors. In our April 2026 review of 1,324 turns, we found that cross-referencing Anthropic and OpenAI outputs is essential. While signal detection reached 99