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Opening the Gates: A Risk Taxonomy for Inclusive AI Ag Advisory

Authors: Sara Chamberlain, Jona Repishti An LLM evaluation of FarmerChat, run across a sample of 116,411 message–bot pairs, found negligible gender bias in the quality of the chatbot’s advice. The conversations that women and men had with Digital Green’s AI-enabled agricultural advisory service were graded across eighteen separate quality measures. To assess bias in response […]

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