The developments in agricultural robotics, machine vision, and AI will drive a deep and far-reaching transformation of the way farming is carried out. Yes, today the fleet sizes and the total area covered by new robots are still vanishingly small compared to the global agricultural industry. However, this should not lull the players into a false sense of security because the ground is slowly but surely shifting. Robotics and AI are enabling a revolution in affordable precision, which will eventually upend familiar norms in agrochemical supply, in agricultural machine design, and in farming practices. This development frontier has the wind in its sails, pushed by rapidly advancing and sustainable hardware and software technology trends and pulled by structural and growing challenges and needs.