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

Apple Machine Learning Research published work examining how much scaffolding a strong autonomous ML engineering agent needs. The text notes that recent MLE agents have made significant progress on public leaderboards, and that modern agents are often motivated by progress stagnation over long-horizon cycles and limited LLM primitives.

Written by AI from Apple Machine Learning Research's published text.