One Useful Thing (opens on another site)
Ethan Mollick, Wharton
Research-based writing on how AI is changing work, useful for keeping judgement current after a course ends.
GAFI dimension
Not assessedTool evaluation, continuous learning, workflow design
General material that builds AI Adaptation, checked by a person and listed best starting point first. It is the same set for everybody, it is not drawn from any result, and none of it is assessed. Reading is not recorded and opening a link claims nothing.
Ethan Mollick, Wharton
Research-based writing on how AI is changing work, useful for keeping judgement current after a course ends.
Anthropic
The course this framework grew out of, with practical lessons across all five dimensions.
Anthropic
What fluent practice looks like concretely, which is what turns a definition into a habit you can repeat.
Microsoft Learn
A beginner path through AI foundations, prompting, critical thinking and responsible use.
DataCamp
A practical introduction to choosing what to hand over, improving prompts, and working safely.
More reading, and material about the kind of work you actually do, lives in the catalogue: hundreds of entries grouped by the work they belong to and filtered by how demanding they are.
Open the catalogue