For students
Understand your own readiness — before it matters.
AI capability is becoming something employers look for directly. FutureMeasure is developing a way for graduates to understand, in specific terms, how prepared they are to work with artificial intelligence.
- Not yet available
- In development
- Opt-in only
Why it matters
Being comfortable with AI is not the same as being capable with it.
Many graduates arrive in the workforce having used AI constantly, and yet find that professional expectations are different: verify before you rely, disclose when it matters, and take responsibility for the output whether or not a machine produced it.
That is a learnable set of capabilities, but only if you can see where you stand. A credible readiness profile would give you something more useful than a certificate — a description of what you can do, and what to practise next.
Capabilities under consideration
What the assessment is being designed to look at.
- 01
Applying tools to real work
Choosing an appropriate tool and using it to complete something that matters, not simply trying it.
- 02
Verifying what comes back
Checking claims, testing outputs and recognising where a model is confidently wrong.
- 03
Judging what is responsible
Reasoning about disclosure, privacy, authorship and the consequences of a shortcut.
- 04
Working alongside a model
Directing, interrogating and reviewing machine output as a deliberate practice.
- 05
Adapting when it changes
Transferring capability to unfamiliar tools, new versions and different disciplines.
A future readiness profile
Designed to be understood, not just scored.
- 01A domain-level picture rather than a single number
- 02Plain-language explanation of what each result does and does not mean
- 03Indications of where capability is developing well and where it needs work
- 04Suggested areas for practice, framed for your own discipline
Please note
Individual assessments are not available yet.
FutureMeasure is currently developing its methodology with universities. There is no student test to sit, no account to create and no readiness score to request at this stage.
If your institution is considering participation, your faculty or graduate employability team is the right place to raise it. Students who would like to know when individual profiles open can contact us.
Student interest
Be told when individual readiness profiles open.
We will not add you to a marketing list or share your details. Leave a message and we will reply when there is something real to share.