TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development

Jiarui Yan, Weiwei Sun, Sijie Li +2

Large language models write correct code for isolated problems but remain far weaker at autonomous machine-learning development, where an agent must revise data pipelines, models,…