AI Governance
AI Human Oversight Controls: What Proves They Actually Work?
A coding-agent experiment raises a governance question: if human approval is an AI control, what evidence shows the control actually works?
AI Oversight
AI Governance
Anthropic’s AI Pause Warning Shows Why AI Governance Verification Matters
Anthropic’s AI pause warning points to a narrower governance issue: how frontier AI developers verify capability change, oversight timing, and AI-assisted R&D controls.
AI Governance
Early Warning Brief: Interpreting the Next AI Governance Inflection
Regulators are shifting AI governance expectations from documented frameworks to demonstrable execution. The real risk isn’t missing policies — it’s failing to produce audit-grade evidence that controls actually operated when AI decisions were made.