Algorithmic Public Systems

Procurement, testing, explanation, appeal, and accountability for automated public decisions.

Why it matters

Procurement, testing, explanation, appeal, and accountability for automated public decisions.

Outside-in systems

Examine media institutions, platforms, AI, data markets, advertising, philanthropy, arts, education, law, and political finance. For this path, track government AI procurement, impact assessment, appeal and error patterns.

Inside-out differences

Compare creators, audiences, workers, owners, donors, communities, languages, regions, ages, disabilities, and differing views about speech and power. Use those differences to test the scope of Algorithmic Public Systems; do not treat any group as monolithic.

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