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 · 0:42

Interviewees report toolkit fatigue and difficulty finding guidance suited to their work.

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Linda RaftreeFounder · The MERL Tech InitiativeLinkedIn ↗
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Linda RaftreeFounder · The MERL Tech InitiativeLinkedIn ↗

Interviewees report toolkit fatigue and difficulty finding guidance suited to their work.

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Attributed contributors: Linda Raftree. “Interviewees report toolkit fatigue and difficulty finding guidance suited to their work..” Connected ≠ Ready: Getting to a Ground-Level View of AI Readiness for Women and Vulnerable Populations. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 33:09–33:52. https://cs-ecosystem.commonshare.workers.dev/evidence/E-e4d0b1b3c503

Interpretation and context.

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

reported research

Interviewees report toolkit fatigue and difficulty finding guidance suited to their work.

Contributors
Linda RaftreeFounder · The MERL Tech InitiativeLinkedIn ↗

Proposed mechanism: Excessive or generic guidance creates a usability burden.

Limit: Key-informant findings, not quantified across all implementers.

knowledge siloscapacityadoption

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