AIFARMS

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.

CropWizard: Growing from Illinois Chat to Cultivate AI for Agriculture

A person stands in a green cornfield at sunset using a digital tablet. The individual wears a plaid shirt and a dark quilted vest, and only their hands and torso are visible. The tablet screen reflects the light as they collect or review data among the tall corn plants.

CropWizard is one of the first significant research applications built entirely on the Illinois Chat platform, a new campus-developed artificial intelligence software tool by the National Center for Supercomputing Applications (NCSA) for the University of Illinois Urbana-Champaign community. While Illinois Chat was designed to give faculty, students, and researchers a secure way to build their […]

CRA Hosts Computing Futures Showcase on Capitol Hill

Researchers, policymakers, and Capitol Hill staff gathered in Washington to explore innovations powered by long-term federal investment. AIFARMS leaders showcased CropWizard, the generative AI tool that supports agricultural decision-making using multimodal data and LLM-powered systems.