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Singulariki

What work is made of

2,083 detailed work activities

Beneath every job's specific tasks sits a shared vocabulary of work. O*NET organises it in four layers: broad generalized work activities, then intermediate work activities, then detailed work activities, then the occupation-specific tasks themselves. Singulariki renders all 2,083 detailed work activities as cross-linked pages — the rung that connects what a job does to the rest of the economy.

AI-exposure figures describe overlap with model capability, not predictions that the work will be automated.

Most AI-exposed

Detailed activities whose member tasks are most often rated directly exposed to AI (E1/E2), among those with at least five tasks.

Performed across the most occupations

The most widely shared units of work in the economy.

Most member tasks

All detailed work activities