Archive
The first AIR Update has not yet been issued
The first update is a 2026 roadmap commitment. It will appear here only after it has an issue month, publication date, version and reviewed content. No placeholder entry is presented as a published update.
Stable quarterly structure
What changes—and what does not
AIR observations and case trends
Material changes in the current releases, notable descriptive patterns and uncertainty requiring further review.
Data and dashboard changes
New or corrected datasets, changed fields, comparison permissions, interface improvements and reproducibility notes.
Research and publications
Peer-reviewed outputs, working papers, conferences, doctoral work and scholarship that materially alters interpretation.
Programme activity
Selected presentations, media appearances, collaborations and practitioner engagement relevant to the research record.
Quarterly review gate
Fixed AIR Programme Insights are reviewed, not automatically rewritten
Each quarterly cycle checks whether corrected data or new scholarship materially affects a fixed figure or its interpretation. A review may confirm that no change is required. When a figure changes, its review date and version history change with it; a superseded interpretation remains traceable.
Updates should record findings that support AIR, complicate it, show weak or absent relationships, reveal country differences or expose data-generation effects. A quarterly update is not a requirement to manufacture a new claim.
Editorial boundary
Update language follows the evidence hierarchy
- Observed finding: a directly reproducible descriptive result from an identified release.
- Statistical association: a stated analysis with sample, method, missingness and non-causal limits disclosed.
- Informed hypothesis: a theory-led interpretation that can be tested, revised or rejected.
- Methodological or contextual observation: a claim about sources, law, reporting or the socio-technical environment that affects interpretation.