The future of agriculture will utilize the development and application of robotic technology.  Jaisimha Rao explains a robotic machine that uses AI and cameras to distinguish between crops and weeds, then sprays herbicides specifically on weeds. There is potential of humanoid robots in agricultureJ. Their AI system identifies weeds using visual recognition, contrasting it with text-based AI models like ChatGPT. The system involves collecting and annotating weed images by agronomists in India, which are then used to train the AI model. Once trained, the AI can recognize specific weed species and control the dual-tank system to apply the appropriate herbicides in a single pass. All mechanical manufacturing for their robots is conducted in the US, with only cameras being sourced from India. www.niqorobotics.com