research
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- postEarlier study: approval decisions and human interventions clide-intervention-study legacy routeThe historical record of the Clide multi-agent study, with findings, tools, data sources, recorded next steps, the course report and publications. Figures refer to the May 2026 frozen corpus.
- noteCourse report: We Were Asking the Wrong Question cs522-course-reportCS 522 (Data Management, ODU, Spring 2026): from safety classification to alignment detection in multi-agent permission systems.
- noteCurrent research questions current-questionsHow to preserve evidence, measure useful behavior, and find where a system’s outputs or actions diverge from what people intended.
- noteMODSIM World 2020: data de-identification and synthetic data security modsim-2020First-author research on data de-identification and synthetic data security, including analysis of re-identification attacks.
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