“Why don’t machine learning and large language model evaluations report uncertainty?”
Statistical Modeling, Causal Inference, and Social Science 2025-02-22
Summary:
Ilan Strauss and Tim O’Reilly ask: Why don’t ML and LLM model evaluations report uncertainty? Rarely see an interval of some kind. – Because the models are too big (LLMs)? – Or because their ML metrics (Accuracy, recall, precision) are … Continue reading →