Gender & inclusion IWIB4AI session Needs review
Bringing diverse voices, especially women’s leadership, into AI governance to support trustworthy, equitable, human-centred systems.
Draft – legal and case law references not yet verified
This use case concerns multi-stakeholder dialogue as a way to shape AI governance, bringing together industry, law, policy, academia and civil society. It emphasises diverse perspectives, particularly women’s leadership, as essential inputs to trustworthy, equitable and human-centred AI. Its value depends on whether participation meaningfully influences organisational decisions rather than remaining symbolic.
AI governance can reflect the priorities of a narrow group while overlooking people affected by AI systems. The central challenge is turning diverse participation into genuine influence over design, deployment and accountability.
Women and other underrepresented stakeholders should have meaningful opportunities to shape AI priorities, not merely be present in discussions. Participation should extend beyond technical and commercial perspectives to include affected communities.
Diverse perspectives can help identify unequal impacts that homogeneous decision-making groups may miss. Representation should complement, rather than substitute for, evidence-based assessment of discriminatory outcomes.
Organisations should identify who is responsible for translating stakeholder input into governance decisions. Consultation should not diffuse responsibility for AI-related harms.
Participants should understand how their input will be used and which decisions they can influence. Documenting recommendations and responses helps distinguish substantive engagement from symbolic consultation.
| Framework | Provision | Relevance |
|---|---|---|
| EU AI Act | Art. 95(2)(d) and (3) | The voluntary codes-of-conduct framework expressly supports inclusive and diverse AI design, gender balance in development teams, and stakeholder participation in developing codes. |
| EU Charter of Fundamental Rights | Arts. 23 and 51(1) | Equality between women and men provides a fundamental-rights foundation for inclusive AI governance within the Charter’s scope, which binds EU institutions and Member States when implementing EU law. |
No sources linked to this use case yet.
IWIB4AI Annual Ethical AI Dialogue (inaugural)
