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Opening panel // AI-first innovation: Is agri-food R&D being rewritten in real time?
AI is rapidly reshaping how agri-food innovation is scoped, funded, and delivered, forcing leaders to rethink what gets built, backed, and scaled. As capabilities mature in a margin-constrained environment, how will AI redefine R&D priorities, compress development timelines, and reshape the cost and risk profile of innovation pipelines in the next 3, 5, and 10 years?
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