Research · Index

The GovernAI Index.

Our public catalogue of research notes, methods papers, and publications. New entries are added as work clears internal review.

Methods

Scenario modeling for policy trade-offs: a transparent baseline

A reference method for comparing policy options across cost, equity, and risk — designed to be checkable by non-specialists.

Consultation

Synthesizing public feedback without erasing dissent

Techniques for large-scale consultation synthesis that preserve minority positions in the official record.

Safety

Human-oversight boundaries for AI in civic workflows

Where AI assistance ends and accountable human judgment must begin — a practical boundary map.

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