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Beyond Voluntary Guidelines: Fixing AI Regulation in Medicine

January 12, 2026 · Substack

A policy memo arguing that the U.S. lacks a strong, enforceable framework for AI in healthcare. Proposes three core reforms: mandatory bias audits, required post-market monitoring, and a national registry of AI medical devices.
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Why the FDA's AI Action Plan Falls Dangerously Short

December 4, 2025 · Policy Review @ Berkeley

The FDA's AI/ML Action Plan for regulating AI in healthcare is well-intentioned but toothless. It's voluntary, unenforceable, and leaves critical issues like algorithmic bias unaddressed. To truly protect patients, we need mandatory audits, real enforcement, and accountability.
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