News may announce a model, policy or trial; these are not equivalent events. A success headline may rely on a statement rather than published evaluation.
The decision to examine
Check the original source, separate publication and event dates, and look for method, sample and limits. Learning from an international body does not make its activity ours.
Worked example
A hypothetical report says a tool improved education. Ask: what improved, against what baseline, with how many cases, and did evaluation include explanation errors and teacher feedback?
From idea to practice
- Describe the problem as a need, not a product name.
- Specify evidence needed before a decision and who reviews it.
- Test a non-personal example and log failures as well as successes.
- State whether to continue, improve or stop and why.
Your exercise
Rewrite an exaggerated headline to state what the evidence does and does not establish, then add a follow-up question.
Review rubric
A useful answer identifies a context, checkable evidence, a boundary and an owner for the next step. If it fits any organisation unchanged, add a detail specific to the case. This is a learning rubric, not automatic marking or official assessment.
Further reading: Policy Navigator — OECD.AI · Living repository · Checked: 8 October 2026
Your next step
Open the readiness notebook · Explore policy sources
Institutional DJAIRI material prepared with AI assistance. Learning examples are hypothetical; analysis and recommendations are Mustanef’s. Citing a source does not imply partnership or endorsement.