Grounding AI in practice: What extension gets wrong, what extension gets right, and what AI can learn
By Kristin Davis, Eliot Jones-Garcia, and Niyati Singaraju August 26, 2025 Generative artificial intelligence (gen AI) applications—which produce text, images, code, and other content based on surfacing patterns in vast datasets—promise many benefits for agrifood systems (e.g., reaching more people at less cost, availability around the clock, real-time data). One promising area for gen AI is agricultural extension services. Gen AI