The Power of Metadata in AI Transparency

This chapter explores the vital role of metadata in improving transparency and reliability in AI systems. It addresses the challenges of tracking data origins and emphasizes the need for high-quality metadata strategies to manage complexity in analytics. The discussion includes the balance between sufficient and excessive metadata, alongside the potential pitfalls organizations face in effective metadata management.