Model Cards — Documenting Model Behavior

Why it matters

Model Cards shape transparency + informed adoption. Standard practice for responsible AI.

The architecture

Sections: intended use, factors, metrics, evaluation data, ethical considerations, limitations.

How it works end to end

Intended use: primary + downstream.

Evaluation: on datasets across factors.

Ethical considerations.

Limitations: known failure modes.