The Data Cards Playbook is a comprehensive resource for creating purposeful and transparent dataset documentation to support responsible AI development. It provides a structured approach to capturing essential information about datasets, including their publication, showcase, templates, user guide, audit, and more.
The playbook emphasizes the importance of future-proofing datasets and following responsible practices to ensure transparency in documentation. It offers guidance on navigating common challenges, such as filling out Data Card templates, evaluating completed Data Cards, and assessing the impact of transparency efforts.
