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EU AI Act and US AI rules

Brain Computer Interfaces

Brain-Computer Interfaces represent a new frontier of privacy regulation. Neural data—information derived from brain activity—is receiving dedicated legal protection as legislators recognize its sensitivity.

By Sergio Maldonado Elvira, Attorney, State Bar of California · FIP, CIPP/US, CIPP/E, CIPT

Published · Last reviewed

Key points

  • →Understand emerging neural data laws
  • →Implement heightened consent requirements
  • →Address FDA medical device regulations
  • →Prepare for the MIND Act and state laws

Emerging neural data legislation

Colorado and California amended their privacy laws in 2024 to explicitly protect neural data. Colorado's law includes neural data in its definition of sensitive personal information requiring heightened consent. California's amendment added neural data to biometric information protections. The proposed federal MIND Act would establish national standards. More states are considering similar measures.

FDA regulatory considerations

Many BCIs qualify as medical devices subject to FDA regulation. Classification depends on intended use: devices claiming to diagnose or treat conditions face stricter requirements than 'wellness' products. The FDA has issued guidance on non-invasive BCI devices. Regulatory strategy should be determined early—FDA compliance affects product design, clinical testing, and market authorization.

Ethical considerations beyond compliance

Neural data raises profound ethical questions that law hasn't fully addressed: mental privacy (right to cognitive liberty), neural rights (protection from unwanted brain manipulation), data sovereignty (who owns insights from your thoughts). Companies in this space should anticipate evolving ethical expectations and build trust through transparency and restraint.

This guide is general information, not legal advice. Reading it does not create an attorney-client relationship. The law is stated as of January 28, 2026.

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