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Tag: #agriculture-ai4 results

AgriWorld: LLM Agents for Verifiable Agri Reasoning

AgriWorld: LLM Agents for Verifiable Agri Reasoning

Researchers introduce AgriWorld, a Python execution environment with unified tools for geospatial queries, remote-sensing analytics, crop simulations, and agri predictors. Agro-Reflective LLM agent uses an execute-observe-refine loop for multi-turn reasoning over agricultural data. Evaluated on new AgroBench benchmark, it outperforms text-only and direct tool-use baselines.