What is Data Lineage?

Learning representations from unlabeled data by predicting masked or transformed parts.

Policies, standards, and oversight mechanisms that guide how AI is developed and used in society.

How clearly an AI system's logic, data sources, and limitations are documented and understandable.

Training approaches that let a model keep learning from new data without forgetting prior knowledge.

How well a model performs on new, unseen data outside the training set.

Methods that allow systems to learn patterns from data and improve over time.