From the paper <https://www.nature.com/articles/s41586-024-07421-0>:

Here we develop new methods grounded in statistics, proposing entropy-based uncertainty estimators for LLMs to detect a subset of hallucinations—confabulations—which are arbitrary and incorrect generations.