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The State of State AI 2025
[…] strong concern that replicating the EU AI Act could create regulatory overreach. However, civil society groups argue that even comprehensive frameworks like the Colorado AI Act or Virginia’s HB 2094 (vetoed) are significantly narrower in scope and that highlighting that superficial similarities with the EU AI Act, such as shared definitions or structural references, […]

“Personality vs. Personalization” in AI Systems: Intersection with Evolving U.S. Law (Part 3)
[…] through user-generated input. For example, a 2015 claim against Snap, Inc. survived Section 230 dismissal following a claim that a specific “Speed Filter” Snapchat feature (since discontinued) promoted reckless driving. In other cases, the personalization of a system through demographic-based targeting that causes harm may also implicate tort and product liability law when organizations […]

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12. Everything is Health Data 2025 Annual Meeting Brief Sheet
[…] tools and consumer health technologies? 7. How can organizations build trustworthiness while innovating with health data for public good and commercial use? 8. What role should sector-specific codes of conduct or certifications play? 0–3 PRE-READ DOCUMENTS (optional) ● Comparison of Consumer Health Privacy Frameworks: New York, Washington, and Connecticut ● Consumer Health Data Privacy […]

Vermont and Nebraska: Diverging Experiments in State Age-Appropriate Design Codes
In May 2025, Nebraska and Vermont passed Age-Appropriate Design Code Acts (AADCs), continuing the bipartisan trend of states advancing protections for youth online. While these new bills arrived within the same week and share both a common name and general purpose, their scope, applicability, and substance take two very different approaches to a common goal: crafting a design code […]

Vermont and Nebraska: Diverging Experiments in State Age-Appropriate Design Codes
In May 2025, Nebraska and Vermont passed Age-Appropriate Design Code Acts (AADCs), continuing the bipartisan trend of states advancing protections for youth online. While these new bills arrived within the same week and share both a common name and general purpose, their scope, applicability, and substance take two very different approaches to a common goal: […]

DBJ_Weld_Re-Identification
[…] the advancement of science and healthcare improvements which are accomplished with de-identified data. Properly implemented de-identification complying with the HIPAA de-identification provisions goes a long way toward promoting such a reasonable balance, but I would suggest that there is still room for further improvements in this regard. Where Should We Go From Here? Perhaps […]

The Curse of Dimensionality: De-identification Challenges in the Sharing of Highly Dimensional Datasets
[…] small or if keys are compromised. Secure implementation requires strong, unique salts per record and careful key management. Pseudonymization: As defined earlier, identifiers are replaced with artificial codes or pseudonyms. The link between the pseudonym and the real identity is maintained (often separately), allowing potential re-identification. k-Anonymity: This is a formal privacy model, not […]

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Little Rock, Minor Rights: Arkansas Leads with COPPA 2.0-Inspired Law
[…] like “personal information” and “operator,” but in a few instances switches to “personal data” and “controller,” perhaps from borrowing language from more modern privacy laws like the Virginia Consumer Data Protection Act. The substantive data minimization trend continues While the federal COPPA framework is largely focused on consent, former Commissioner Slaughter noted in 2022 […]