Initiative profile

Social License for Data Reuse

WIP

Participatory governance framework for communities to define conditions for data reuse, including AI training.

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Website
blog.thegovlab.org/reimagining-data-governance-for-ai-operationalizing-social-licensing-for-data-reuse
Latest update
May 12, 2025 Operationalization report released
Primary approach
New infrastructure
Pipeline
Collect / Train / Fine-tune / Retrieve

What it is

The Social License for Data Reuse work from The GovLab frames data reuse as an ongoing process of community engagement, negotiation, and accountability rather than a one-time individual consent click. Its toolkit includes structured engagement materials and sample legal clauses for documenting community-defined expectations.

For this catalog, it fills an important gap: it treats signals and agreements as outputs of governance, not substitutes for governance.

Watchouts

This is a governance framework and toolkit rather than a plug-and-play machine-readable web standard.

Evidence trail