Miranda Bogen

Improving Governance Outcomes Through AI Documentation: Bridging Theory and Practice

Documentation plays a crucial role in both external accountability and internal governance of AI systems. Although there are many proposals for documenting AI data, models, systems, and methods, the ways these practices enhance governance as well as the challenges practitioners and organizations face with documentatio…