EcosystemSUMMIT & RESEARCH
Evidence library / The Reality of AI: Adoption, Capacity, and Change Management
AI for development · SELECTED MOMENT · 0:40

Local staff understood Nepal references to ashes that the technical analysis missed; ignored feedback erodes future participation.

Likely speaker
Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗

Free short preview · Nobody asks for more apps

Speaker turns in this passage

Select a time to jump to that part of the passage. Speaker changes are approximate.

Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗

Local staff understood Nepal references to ashes that the technical analysis missed; ignored feedback erodes future participation.

View citation

Attributed contributors: Emily Janoch. “Local staff understood Nepal references to ashes that the technical analysis missed; ignored feedback erodes future participation..” The Reality of AI: Adoption, Capacity, and Change Management. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 11:49–12:29. https://cs-ecosystem.commonshare.workers.dev/evidence/E-d520aede359d

Interpretation and context.

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

reported case

Local staff understood Nepal references to ashes that the technical analysis missed; ignored feedback erodes future participation.

Contributors
Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗

Proposed mechanism: Use local interpretation and visibly change practice in response.

Limit: Example is an account of interpretation, not medical advice about hygiene.

local knowledgecontextual adaptationrelational trust

Where it connects.

Credible judgement requires methods and context appropriate to the question, with failure and missing voices visible.

The corpus contains studies, practitioner accounts, demonstrations, proposals and questions. These establish different things. Local knowledge and negative cases can reveal what a generic measure misses.

Follow the evidence →