profession file · read as its task mix mostly machine territory
machine territory 67% moving fast 11% shared ground 6% human ground 17%

// the weekly task mix, weighted, mapped to the exposure scale. Derived, not declared: change the mix and the bar changes. method

Librarian

literature, education

Librarians build and organize collections, help people find reliable information, and run programs that keep the library a public space. AI is changing search, cataloguing and routine reference questions, which shifts the week toward teaching, curation and community work.

The exposed part of the week

// tasks in this mix that sit in machine territory or moving fast

The part that gains value

// the shared and human ground in this job's mix

The full mix

// what fills this job's week ( ●●● core · ●● regular · ● occasional )
Inform●●●
Sort●●●
Arrange●●
Collect●●
Read●●
Research●●
Care
Plan

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home fields

// the dossier(s) behind this profession

Nearby professions