The craft changes. The job doesn’t.
AI makes the work faster. It doesn't change what the work is for: solving real problems, with evidence, for real people.
Faster
What AI Changes
- Prototypes in hours, not weeks
- Instant first-pass analysis
- Drafts of specs and memos
- Research synthesised quickly
Judgement
What Stays Human
- Choosing which problem matters
- Trade-offs under uncertainty
- Trust with people
- Accountability for outcomes
Ideas are cheap. Judgement isn’t.