Ten short scenarios scored against Anthropic's four-part AI Fluency Framework.
10 scenarios
3–5 minutes
Free
Result on screen + emailed to you
The four levels
Aware→Emerging→Capable→Fluent
Informed by the AI Fluency Framework (Anthropic; Prof R. Dakan and Prof J. Feller) and the University of Sydney's leadership framing of AI fluency. You do not need access to any AI tool to sit this. It measures judgement, not usage.
Question 1 / 10
All ten answered
Where should your result go?
Your fluency level, your four-part breakdown and your personal next-step guide: on screen now, and in your inbox to keep.
A/RAndy Rankin · AI & Productivity for Leaders
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Your AI Fluency Check
To move to the next level
Three practical next steps
Your answers, reviewed
Every scenario had one strongest answer and several plausible ones. Here's what you chose, what the best answer was, and the judgement behind it.
At your level, the next move is your team. Run this check with your leadership team, or another principal in your network, and compare where the answers differ.
Fluency builds week by week, not in one sitting. The AI Leadership Brief is how school leaders keep theirs current: one short read, every week, written for the job you do.
WHERE THE SCORING COMES FROM
The AI Fluency Framework, the 4Ds: Delegation, Description, Discernment, Diligence (Anthropic; Prof R. Dakan & Prof J. Feller, CC BY-NC-SA). University of Sydney / Sydney Executive Plus, AI fluency for leaders (Peter & Riemer). Australian Framework for Generative AI in Schools (education.gov.au).