EcosystemSUMMIT & RESEARCH
AI for development · SELECTED MOMENT · 1:25

Four qualitative personas distinguish assisted use from increasing independent capability.

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

Four qualitative personas distinguish assisted use from increasing independent capability.

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Attributed contributors: Caryl Feldacker. “Four qualitative personas distinguish assisted use from increasing independent capability..” Connected ≠ Ready: Getting to a Ground-Level View of AI Readiness for Women and Vulnerable Populations. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 16:38–18:04. https://cs-ecosystem.commonshare.workers.dev/evidence/E-1659f0d384cf

Interpretation and context.

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

definition

Four qualitative personas distinguish assisted use from increasing independent capability.

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

Proposed mechanism: Organise heterogeneous experiences into usable analytic categories.

Limit: Categories simplify variation and are not fixed individual identities.

Where it connects.

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