profession file · read as its task mix mostly human ground
machine territory 21% shared ground 21% human ground 58%

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

Psychotherapist

psychology

Psychotherapists hold regular sessions with clients, listening for patterns, building trust and working through difficulties over months. AI currently touches the edges of the practice, session notes, scheduling and between-session support apps, while the therapeutic relationship itself is the substance of the 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 )
Care●●●
Listen●●●
Note●●
Talk●●
Think●●
Read

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home field

// the dossier(s) behind this profession