Specification-Aware Predictive Uncertainty Decomposition

New framework decomposes LLM prediction risk into specification, aleatoric, and epistemic uncertainties

Researchers have introduced a novel three-term decomposition of prediction risk for large language models, distinguishing between specification, residual aleatoric, and epistemic uncertainties. This framework addresses …