field file · governance & society
Mixed
Law
the rules & frames set by the government
Drafting and research are exposed text tasks, while advocacy and accountable judgement stay human, so the field splits.
Law splits in two. Research, document review, contract drafting and discovery are language work that current AI does quickly, so those tasks are heavily exposed. Advocacy, judgement, client trust and accountability for advice stay firmly human, which keeps the field mixed.
Tasks under pressure
// the work in this field that current AI does well
Safer ground: build these
// future skills that put someone in this field on firmer footing
Critical thinking
reasoning independently, informed by evidence
Responsibility & ethics
acting for the benefit of society at large
Complexity
handling complexity or distilling it into simplicity
Honesty
adhering to facts & truth
AI literacy
understand how ai would affect us, for better or worse
Cause & effect
understanding & defining symptoms & underlying problems
Ask yourself
// prompts from the Professional Development deck, for your own situation
The evidence behind this
// the signals that back this field's story, with studies and counter-evidence
Most real AI use augments, it does not replace
What people actually do with AI, measured, not predicted.
→
The generative frontier is where the pressure is highest now
Writing, images, code and design moved first and fastest.
→
Exposure is not the same as replacement
Being affected by AI and being replaced by it are different things.
→
Professions in this field
// job titles whose week is built on this field's work
More Governance & society fields
Politics

navigate power & systems
Grounded
International Relations

collaboration, security & politics
Grounded
Equity & Equality

equal opportunities in life
Grounded
Regional Planning

society as a whole
Mixed
Public Administration

administration of municipalities, regions & state
High exposure
Global Development

development, collaboration & aid
Grounded