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For researchers studying infectious diseases, public health officials tracking outbreaks, and communities hoping to avoid the disruption caused by future pandemics, better preparedness remains an ongoing challenge. Whether AI becomes a massive part of the effort totally depends on how effectively researchers, governments and health institutions can use these tools while managing the risks that come with them.