Insights on AI governance, institutions, and risk

The insights hub collects essays and reports by Owen Sakawa on what AI does to institutions once systems move from demos into real workflows.

The work centers on governance, institutional capacity, labor design, compliance, and operational risk after launch.

  • Governance after deployment
  • Institutional capacity under AI
  • Compliance, escalation, and operational risk

Key pages