Introducing Atlas of Work
A shared map of occupations, workflows, and the evidence behind AI capabilities.
A clearer picture
of work and AI.
Explore occupations, follow workflows, and inspect the evidence behind AI capabilities.
Discover the atlasWork, in all its connections.Why we’re building Atlas
A job title is
only the beginning.
Behind every occupation is a world of tasks, decisions, and human judgment.
Atlas connects those details so you can follow how work happens, where AI has been evaluated, and what still needs a closer look.
Look inside a workflowA capability claim
needs a source.
Follow the connection from a task to its benchmark. See what was assessed, under which conditions, and where the evidence ends.
Read our approach to evidenceThe taskThe assessmentThe source
Notes from the atlas.
All articles
From Atlas
Work is more than a job title
Why workflows and tasks are a better starting point for understanding AI at work.
What does an AI benchmark actually tell us?
A practical way to read a capability claim without losing the context or the limits.