AI in Biology Governance

Develop a comprehensive governance framework for AI-enabled biology that addresses dual-use risk, biosafety, science integrity, international collaboration, and enforcement. Compare existing governance models, propose a risk-tiered oversight approach for research institutions and funding bodies, and outline decision-support tools to help researchers decide when to proceed, pause, or modify experiments.