Mladen Kezunovic

Stories

Study finds LLMs close the gap on power outage prediction without training data

As of September 2026: Co-authored the study

A preprint posted September 2 asked whether an off-the-shelf language model, trained on no utility data at all, can predict which storms cause the worst power outages. Four zero-shot LLMs were benchmarked against two supervised machine learning models on six years of central Texas outage records.

Updated Sep 8