EcosystemSUMMIT & RESEARCH
Evidence library / Connected ≠ Ready: Getting to a Ground-Level View of AI Readiness for Women and Vulnerable Populations
AI for development · SELECTED MOMENT · 0:40

Linking a small qualitative sample to vulnerability segments gives approximate population orientations.

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Caryl FeldackerSenior Program Officer, Data and Technology Adoption, Gender Equality Division · Gates FoundationSpeaking in a personal capacityLinkedIn ↗
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Caryl FeldackerSenior Program Officer, Data and Technology Adoption, Gender Equality Division · Gates FoundationSpeaking in a personal capacityLinkedIn ↗

Linking a small qualitative sample to vulnerability segments gives approximate population orientations.

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Attributed contributors: Caryl Feldacker. “Linking a small qualitative sample to vulnerability segments gives approximate population orientations..” Connected ≠ Ready: Getting to a Ground-Level View of AI Readiness for Women and Vulnerable Populations. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 18:04–18:45. https://cs-ecosystem.commonshare.workers.dev/evidence/E-cbe201647806

Interpretation and context.

Analyst synthesis. The recording establishes that a claim was made. It does not independently establish the claimed effect.

qualification

Linking a small qualitative sample to vulnerability segments gives approximate population orientations.

Contributors
Caryl FeldackerSenior Program Officer, Data and Technology Adoption, Gender Equality Division · Gates FoundationSpeaking in a personal capacityLinkedIn ↗

Limit: Sixty interviews and modelled approximations are not a representative survey.

evaluationunequal harms

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