Unraveling the AI Black Box: Navigating Challenges in Model Lineage, Federated Learning, Data Integrity, and Auditability
As AI systems grow in complexity, ensuring transparency, trust, and accountability becomes critical. This post delves into the intricate challenges of AI model lineage, federated learning, data integrity, and auditability, offering insights for a more responsible AI future.