Relying on a single model’s confidence score is a dangerous trap. In our April...

https://www.bookmarking-presto.win/the-confidence-trap-occurs-when-you-treat-a-single-llm-s-output-as-objective

Relying on a single model’s confidence score is a dangerous trap. In our April 2026 audit of 1,324 turns, we found that even with 99.1% signal detection, 0.9% of outputs were silent failures