GAIDL applications are normally reviewed within 10 working days using a structured expert-review rubric.

Five evaluation dimensions

• AI literacy: understanding of tool capabilities, limits, and risks.
• Workflow discipline: structured prompting, iteration, documentation, and reproducibility.
• Human judgement: evidence that the applicant challenged, corrected, and improved AI output.
• Verification and evidence: checks on facts, code, data, methods, sources, or claims.
• Public usefulness and clarity: whether the artefact has visible value and can be inspected by others.

Possible outcomes

Applications may be issued, returned for revision, or not issued. A successful decision creates a public GAIDL record.