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Precision Health Initiative Seminar, Chirag Agarwal, PhD, “The Illusion of Transparency: Explainability and Safety in Healthcare”

April 3, 2026 by hwj6bv@virginia.edu

Location: Hybrid

Date: Apr 14, 2026 - Apr 14, 2026

Start Time: 12:00 pm

End Time: 1:00 pm

Event Link

Join us Tuesday, April 14th, from noon to 1 p.m. in Claude Moore Nursing Education Building Room 1120, for our lunch seminar featuring speaker Chirag Agarwal, PhD, Assistant Professor, School of Data Science. Please register in advance to receive lunch or a zoom link virtual access.

“The Illusion of Transparency: Explainability and Safety in Healthcare”

In high-stakes clinical environments, the deployment of AI requires more than just high accuracy; it necessitates a foundation of trust built upon explainability and safety. This talk will explore the “Illusion of Transparency,” arguing that trustworthy properties are not emergent features of large-scale frontier models but must be intentionally engineered into the system.

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