EcosystemSUMMIT & RESEARCH
AI for development · SELECTED MOMENT · 1:21

Project-specific evaluations can leave outcome evidence fragmented across organisations.

Free short preview · The problem is fragmentation

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Kent FreezeProgram Officer · Gates FoundationSpeaking in a personal capacityLinkedIn ↗

Project-specific evaluations can leave outcome evidence fragmented across organisations.

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Attributed contributors: Kent Freeze. “Project-specific evaluations can leave outcome evidence fragmented across organisations..” Advanced Solutions for Development Delivery. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 12:52–14:14. https://cs-ecosystem.commonshare.workers.dev/evidence/E-6df4010ee205

Interpretation and context.

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

mechanism argument

Project-specific evaluations can leave outcome evidence fragmented across organisations.

Contributors
Kent FreezeProgram Officer · Gates FoundationSpeaking in a personal capacityLinkedIn ↗

Proposed mechanism: Combine relevant evidence across isolated projects.

Limit: Synthesis needs comparable concepts and credible causal reasoning.

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