medRxiv PreprintsInternational29 October 2026
Toward Standards for Responsible AI in Health Communication: A Dual Method Pre-Deployment Risk Evaluation Framework and Case Study
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Context: Generative AI tools are increasingly being considered for use in public health research and practice, yet standardized frameworks for pre-deployment evaluation of the risks AI tools pose - across dimensions of platform safety, audience appropriateness, and user readiness - have not been established for health communication contexts. Program or Policy: We developed and implemented a dual-method pre-deployment evaluation framework that combines adversarial red-teaming and structured user testing to assess the readiness of a health communication AI tool. The framework was applied to the
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