research
// activeUndated4
- UndatedEarlier study: approval decisions and human interventionspost 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.
- UndatedCourse report: We Were Asking the Wrong QuestionnoteCS 522 (Data Management, ODU, Spring 2026): from safety classification to alignment detection in multi-agent permission systems.
- UndatedCurrent research questionsnoteHow to preserve evidence, measure useful behavior, and find where a system’s outputs or actions diverge from what people intended.
- UndatedMODSIM World 2020: data de-identification and synthetic data securitynoteFirst-author research on data de-identification and synthetic data security, including analysis of re-identification attacks.
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