
You learn AI by using it.
On learning AI through demanding tasks, exploring its limits and using it to support evidence and professional judgement.
Read insightPerspectives from practice
Short reflections on education systems, evidence and professional practice—connecting what we know with what institutions can change.
By Dr. Michael Grosch · Originally published on LinkedIn

On learning AI through demanding tasks, exploring its limits and using it to support evidence and professional judgement.
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Meeting project targets is not the same as changing teaching. Sustained improvement needs time, feedback and institutional support.
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Better information is progress. The next step is translating fragmented evidence into funded curriculum decisions and relevant skills.
Read insightThese perspectives complement my work across higher education, general education and skills development. For the original posts and discussion, visit my LinkedIn profile.