DAG Card is the new Model Card
The DAG Card proposal extends Model Cards by documenting Machine Learning pipelines instead of just models. It advocates for a data-centric view, arguing that understanding the entire workflow—data preparation, training, and serving—is crucial for real-world deployments. The paper introduces DAG Cards as code-generated documentation within Metaflow to ensure documentation stays current with the evolving ML pipeline.