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

Small organisations may lack resources for ideal methods and experience responsibility guidance as blame.

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

Small organisations may lack resources for ideal methods and experience responsibility guidance as blame.

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Attributed contributors: Linda Raftree. “Small organisations may lack resources for ideal methods and experience responsibility guidance as blame..” Connected ≠ Ready: Getting to a Ground-Level View of AI Readiness for Women and Vulnerable Populations. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 33:52–34:32. https://cs-ecosystem.commonshare.workers.dev/evidence/E-33b7e187ab4e

Interpretation and context.

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

reported research

Small organisations may lack resources for ideal methods and experience responsibility guidance as blame.

Contributors
Linda RaftreeFounder · The MERL Tech InitiativeLinkedIn ↗

Proposed mechanism: Unfunded expectations constrain feasible practice.

Limit: Does not justify omitting safeguards; identifies implementation constraints.

capacityfunding horizonunequal harms

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