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 Agent Governance
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.
AI Governance
What Microsoft Agent 365's Terms Don't Say About Your Compliance Audit Trail
Microsoft's Agent 365 terms make customers responsible for AI agent compliance — but don't answer what governs the evidentiary record of agent actions when licensing changes. Here's what compliance officers and federal agencies need to ask before deployment.
AI Agent Governance
Enterprise Leaders Know the AI Agent Risk Is Coming — The Controls Aren't Ready
97% of enterprise security leaders expect an AI-agent-driven incident within 12 months. Four 2026 surveys confirm the same governance gap: deployment has outrun controls, visibility, and budget.
AI Agent Governance
AI Agents Don’t Need Job Titles. They Need Accountability Architecture.
HBR research shows AI “employee” framing can blur accountability and reduce review quality. The governance fix is not better job titles for agents — it is clearer human ownership, decision rights, and evidence.
AI Agent Governance
When AI Agents Act Without Live Authentication Assumptions
The BodySnatcher vulnerability highlights how AI agents can execute actions without live identity validation, shifting security and governance attention from perimeter controls to how authority is evidenced when agent-driven workflows run.