Resources

Research, training, and practical tools from the A+ Alliance and its network.

Everything here is open access under Creative Commons Attribution 4.0.

Use them, adapt them, cite them.

Research

Frameworks and declarations

The A+ Declaration

Affirmative action for algorithms, set out as concrete mechanisms: algorithmic impact assessments, full-lifecycle testing, gender-responsive procurement guidelines with hard targets, and open gender-disaggregated datasets.

Our Methodology: Paper → Prototype → Pilot

The Alliance's development pathway, documented for replication.

AI & Equality Toolbox

Practical human rights-based tools for the AI development lifecycle, from Women at the Table.

Learning

Algorithms 101 Webinar Series

Foundational sessions on how algorithmic systems work and where bias enters — built for non-technical audiences.

fa+ir Global Webinar Series

Researchers presenting work from across the Feminist AI Research network.

AI4D Gender Knowledge Synthesis

Sessions synthesising evidence on gender and AI for development.

Answers to common questions

What is feminist AI? · What are inclusive algorithms? · What is affirmative action for algorithms? · What is an AI sandbox? · What is algorithmic accountability?