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In the U.K., for instance, a trial is planned to test an AI-ECG tool (called Aire-DM) that flags future diabetes risk up to 13 years before onset. Type 1 risk prediction: Beyond type 2 disease, AI has been used to better identify those at high risk of developing type 1 diabetes in the near term, potentially enabling earlier intervention or enrollment in prevention trials. Implications for PCPs By embedding AI-based risk scores in the EHR workflow, PCPs could better target screening, lifestyle counseling, or structured prevention