California AI Law vs Federal Law
The most common compliance mistake in healthcare AI: assuming federal law covers California. It does not. HIPAA does not satisfy AB 3030. FDA clearance does not satisfy AB 489. GDPR does not satisfy AB 2013. These comparisons show exactly what the gaps are.
The most important fact in California healthcare AI compliance:
California's AB 489, AB 3030, AB 2013, and SB 942 are independent of — and additional to — any federal requirement. Federal compliance is necessary but never sufficient for California. There is no preemption clause that lets federal law satisfy these California obligations.
All Comparisons
5 guidesAB 3030 vs HIPAA: What California Requires That Federal Law Does Not
HIPAA governs data privacy. AB 3030 governs AI disclosure and human oversight. They cover completely different obligations — and being HIPAA-compliant does not make you AB 3030-compliant.
California AI Law vs Federal AI Law (2026): Full Comparison
Federal law has no equivalent to AB 489, AB 3030, AB 2013, or SB 942. California operates an independent, more stringent AI regulatory framework that applies regardless of federal compliance status.
AB 2013 vs GDPR: AI Training Data Transparency Requirements
Both laws require transparency about how AI systems use data — but in completely different ways. GDPR centers on individual rights; AB 2013 requires a public company-level disclosure. GDPR compliance does not satisfy AB 2013.
AB 489 vs FTC AI Disclosure Guidelines: Healthcare AI Identity Rules
The FTC requires AI to avoid deceptive identity claims in consumer contexts. AB 489 goes further — requiring affirmative disclosure at the start of every patient interaction. FTC compliance is necessary but not sufficient for California.
AB 3030 vs SB 942: Which AI Disclosure Law Applies to Your Product?
AB 3030 targets healthcare providers using generative AI with patients. SB 942 targets AI content platforms with 1M+ California users. The key is understanding which triggers apply to your specific product.
Already Know You Need to Comply?
Use our free tools to generate the disclosures, transparency pages, and policies required by California law.