Rwanda: Learning from Policy without Declaring Superiority
Rwanda: Learning from Policy without Declaring Superiority — Original analysis and practical exercises from Mustanef.
mustanef_admin
From National Readiness to a Small Organisation’s Decision
From National Readiness to a Small Organisation’s Decision — Original analysis and practical exercises from Mustanef.
Reading an Indicator before Ranking Countries
Reading an Indicator before Ranking Countries — Original analysis and practical exercises from Mustanef.
Missing Data Are Not Evidence of Missing Capacity
Missing Data Are Not Evidence of Missing Capacity — Original analysis and practical exercises from Mustanef.
A question for conversation: what should remain a human decision?
An open invitation to discuss delegation to tools: who decides, who explains the decision and who takes responsibility for its effects?
Rethinking learning in the age of AI
Learning builds understanding and judgement. An opening essay on the question that should come before choosing a tool.
Before adopting AI: six questions for small organisations
A discussion brief comparing three paths to adoption and proposing a limited trial with clear responsibility and reviewable measures.