2025-05-24 One-Minute Post

Google Research is improving large models with user-level differential privacy. Sutherland’s Sentinel AI data privacy platform receives a US patent. California introduces potential AI employment regulations. Meanwhile, companies are seeking new ways to find talent due to AI bias issues. Age bias allegations against Workday advance a nationwide AI hiring lawsuit. Arizona launches an AI steering committee emphasizing transparency and fairness. New AI regulations like the EU AI Act require fairness assessments and transparency. PlaySafe ID raises $1.12M to bring trust and fairness to gaming communities.

Articles we found interesting:

• 1. Fine-tuning LLMs with user-level differential privacy - Google Research link Highlight: We investigate and improve algorithms for fine-tuning large models with user-level differential privacy. … Introducing Mobility AI: Advancing urban …

• 2. Expert Perspectives on 10-Year Moratorium on Enforcement of US State AI Laws link Highlight: Privacy, consumer protection, and tort law all regulate AI, its developers, and its deployers, and would seemingly be caught in the moratorium's sweep …

• 3. Sentinel AI data privacy platform from Sutherland gets U.S. patent - Biometric Update link Highlight: Sutherland has been granted a patent by the U.S. Patent and Trademark Office (USPTO) for its Sutherland Sentinel AI data protection platform.

• 4. California's New Potential AI Employment Regulations: What Employers Need to Know link Highlight: Request Transparency from Vendors – Ask for information on bias testing, training data, and system logic. Implement Notice and Accommodation Policies …

• 5. AI has broken the system: Companies seek new ways to find talent - AFR link Highlight: In addition to AI creating more (pointless) work for HR departments, there's also the issue of bias to contend with. According to research by …

• 6. Age Bias Allegations Rock Workday as Judge Advances Nationwide AI Hiring Lawsuit link Highlight: Case Summary Collective Certified: District Judge Rita Lin approved preliminary certification for a nationwide group of applicants aged 40‑plus …

• 7. Arizona launches AI steering committee - StateScoop link Highlight: … AI policy framework that emphasizes transparency, fairness and accountability, Gov. Katie Hobbs announced. “Artificial Intelligence is rapidly …

• 8. Designing Trust: Building Responsible Innovation in Healthcare Analytics - Tech Times link Highlight: New AI regulations, like the EU AI Act, require fairness assessments and transparency. Organizations that build fairness into their workflows cut …

• 9. PlaySafe ID raises $1.12M to bring trust and fairness to gaming communities | VentureBeat link Highlight: In a world where AI and anonymity are eroding safety and fairness, PlaySafeID restores balance with identity, transparency, and accountability …

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