AIFARMS

AIFARMS Associate Director Madhu Khanna Named 2025 AAAS Fellow

Portrait graphic of Madhu Khanna, a woman with shoulder-length dark hair and glasses, wearing a red blazer. Text reads “2025 AAAS Fellow” with the American Association for the Advancement of Science (AAAS) logo. Additional text identifies her as Alvin H. Baum Family Chair and Director of the Institute for Sustainability, Energy, and Environment (iSEE), and ACES Distinguished Professor in Environmental Economics at the University of Illinois.

Madhu Khanna, Director of iSEE, has been named a 2025 AAAS Fellow for her contributions to social and economic sciences. Her work at AIFARMS advances understanding of how policy and economics shape adoption of sustainable, AI-driven agricultural technologies.

AIFARMS Benchmark Papers on MIRAGE and AgMMU Accepted to NeurIPS 2025

Close-up view of a computer microchip on a circuit board, glowing with blue and pink light. Fine electronic pathways radiate outward from the central processor, symbolizing high-speed data flow and modern digital technology.

AIFARMS’ MIRAGE and AgMMU datasets, accepted to NeurIPS 2025, advance agricultural AI through real-world user expert data. AgMMU targets factual and visual understanding, while MIRAGE enables multimodal, expert-level reasoning, together setting new benchmarks for agricultural decision-making and evaluation.