Can We Predict Before Executing Machine Learning Agents?
arXiv:2601.05930v2 Announce Type: replace-cross
Abstract: Autonomous machine learning agents have revolutionized scientific discovery, yet they remain constrained by a Generate-Execute-Feedback paradigm. Previous approaches suffer from a severe Execut…