AI-powered agricultural robots are revolutionizing farming, offering precision, autonomy, and sustainability. A new editorial highlights innovations like adaptive bionic robots and GPS-guided weed control systems that reduce chemical use and labor. These machines learn from farmers, navigate rough terrain, and respond in real time using deep learning and advanced sensors. As technology matures, the next step is preparing systems and fields to fully harness their potential.