Greater sensing, data collection and deep learning that exploit farmers’ collective wisdom can enable closed-loop control systems that deliver on the promise of true autonomy on the farm. Such autonomy, including autonomous plowing, would free up precious time for the farmer, and deliver greater agricultural yield and consistency of outcome.