Model Cards Explained

Anima emphasizes the importance of transparency in AI through the concept of model cards, which detail training data and intended use cases. She discusses the need for metrics that assess fairness and privacy, particularly in sensitive areas like healthcare. Tools are being developed to allow users to test for bias based on specific social groups, promoting greater explainability in AI systems.