profession file · read as its task mix mostly shared ground
machine territory 11% shared ground 50% human ground 39%

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

Dentist

medicine

Dentists examine teeth and gums, drill, fill, clean and repair, and talk patients through findings and options. AI currently lands at the edges of the chair, reading x-rays, drafting clinical notes and managing appointments, while the procedure itself remains careful manual 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 )
Fix●●●
Care●●
Document●●
Note●●
Plan

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home field

// the dossier(s) behind this profession

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