How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?

Kirill Brilliantov, Alejandro Hernández-Cano, Emmanuel Abbé

Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over long-horizon cycles a…