Demonstrable outcome
State the baseline, measurement period, sample and comparison. Separate reported benefit from independently checked evidence.
Recognition & evidence
Recognise what can be demonstrated.
A proposed editorial standard for recognising AI work. No awards, judges, applications or winners are announced. The standard starts with evidence of an outcome.
Responsible operation
Document data permissions, affected groups, human review and the response to failure. Record limitations alongside successes.
Transferable learning
Explain the costs, prerequisites and conditions under which another organisation could reproduce the result. Commercial relationships should be disclosed.
Leave with something usable.
Build a project brief Record the evidenceProposed working format. No scheduled session or participant is implied.