DeepHub IMBA

Jun 5, 2026 · Artificial Intelligence

ml-evolve: Multi‑Agent Self‑Evolving System Built on Real‑World ML Pitfalls

ml-evolve addresses the shortcomings of generic agent‑search frameworks for machine‑learning pipelines by introducing four specialized agents, staged data gating, and cost‑saving mechanisms, and demonstrates its advantages with a two‑tower retrieval case study and concrete performance metrics.