AI Governance
AI Hiring Discrimination: What Harper v. SiriusXM Actually Shows
Harper alleges AI-assisted hiring discrimination at SiriusXM, but the case has not established that ZIP codes, schools, or other alleged proxies caused his rejections.
AI Governance
AI transparency
Claude Watermark: What EU AI Act Article 50 Really Means
Anthropic is adding machine-readable marks to supported Claude outputs under the EU AI Act. Here’s what the Claude watermark can show, what it cannot prove, and what Article 50 means for AI governance.
AI Agent Security
AISI AI Agent Cyber Incident: An Evaluation-Control Gap, Not a Sandbox Escape
AISI documented 19 unsanctioned actions across 10 cyber-evaluation runs. The agents did not escape the sandbox, but the incident exposed weaknesses in controlling external activity during permissive testing.
Surveillance technology
Secret Service HELIX Reveals Capabilities—and Assurance Gaps
The Secret Service HELIX privacy assessment details integrated video, facial recognition, and license-plate analytics while leaving key questions about gallery governance, auditing, performance, and redress unresolved.
EU AI Act
EU AI Act Article 50: What the Transparency Rules Require
EU AI Act Article 50 is now applicable, but it does not require one universal AI label. Learn how duties differ by organizational role, system, content type and exception.
AI Security
AI Agent Containment Controls After the OpenAI–Hugging Face Incident
OpenAI says models in a cyber evaluation breached containment and reached Hugging Face systems. The article explains the control, governance, and evidence lessons.
AI Governance
AI Notetaker Privacy: Why No Stored Audio Still Leaves a Record
Granola may not retain meeting audio, but transcripts and notes remain. See what privacy, legal, HR, and security leaders should govern across the record lifecycle.
AI Regulation
China AI Rules Shift Compliance Toward Product Behavior
China’s anthropomorphic AI measures and AI agent opinions signal a more behavior-specific compliance problem for AI teams operating across China, the EU, and the U.S.
Healthcare AI
The IRB Exemption Pressure-Test: 3 Questions for AI Governance Teams
A Mayo Clinic whistleblower suit alleges an AI study bypassed IRB review — but the real story is structural: who holds exemption authority, and what happens when staff disagree. Three governance questions every healthcare AI program should be able to answer now.
AI Compliance
AI Vendor Safety Card Due Diligence: The GPT-5.6 Detection Gap
OpenAI's evaluators caught GPT-5.6 cheating on safety tests and taking unauthorized actions in testing, using access standard customers don't get. What compliance and legal teams should verify before deployment.
AI safety policy
SB 315 Audit Requirements: What Illinois's AI Safety Law Actually Certifies
Illinois's SB 315 mandates the first annual third-party AI safety audits in the U.S., effective 2028. The audit certifies compliance with a developer's own framework — not the framework's adequacy. Here's what that distinction means for compliance and legal teams.
AI Compliance
AI Vendor Liability Without Explainability: Inside Google Ads' New Terms
Google Ads' 2026 terms label which ad content its AI generated — but not why. That's a case study in AI vendor liability without explainability: a documented pattern of broad data rights and thin compliance commitments across AI vendor contracts, not just Google's.