Katharine Jarmul
Privacy and AI expert specializing in technical privacy and privacy engineering, author of Practical Data Privacy, and instructor of Practical AI Privacy courses focused on shipping privacy-preserving ML/AI systems.
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Apr 15, 2026 • 1h 7min
Privacy Theater Is Not Privacy Engineering: What It Actually Takes to Ship Safe AI
Katharine Jarmul, privacy and AI expert, author of Practical Data Privacy and instructor of Practical AI Privacy courses. She unpacks why much AI privacy is theater. Short takes on treating prompts as public, tracking data flows with privacy observability, multimodal reidentification risks, tiered guardrails, and why federated learning needs extra protections.
