profession file · read as its task mix mostly human ground

machine territory 5% shared ground 30% human ground 65%

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

Politician

politics

Politicians win support for ideas: debating, negotiating compromises, meeting voters and stakeholders, and speaking constantly in public. AI is showing up in speechwriting, briefing preparation and campaign content, while persuasion, alliances and accountability remain face to face.

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

Convince Negotiate Speak in front of others Communicate Drive Get to know people Listen Create hype Mediate

The full mix

// what fills this job's week ( ●●● core · ●● regular · ● occasional )

Convince●●●

Negotiate●●●

Speak in front of others●●●

Communicate●●

Drive●●

Get to know people●●

Listen●●

Safer ground: build these

// the future skills that shield this particular mix

uniting people around a cause

Social competence

communicating, cooperating & understanding others

telling stories & building narratives

Responsibility & ethics

acting for the benefit of society at large

Critical thinking

reasoning independently, informed by evidence

seeing how things impact on the large scale

Ask yourself

Home field

// the dossier(s) behind this profession

Politics card

navigate power & systems