✦ Research notes · Governance design
Research notes on advanced AI governance.
Short conceptual papers that explore how governance can become a concrete operating system for advanced AI.
Capability gates
Why governance intensity should increase with measured capability rather than organizational labels.
What meaningful human oversight requires
Oversight is only meaningful when humans have information, authority, time and technically viable intervention paths.
Evidence before release
A release decision should be treated as an evidence-backed governance event rather than a product milestone alone.