---
id: "question-economic-impact-unmetered-intelligence"
type: "question"
source_timestamps: ["01:15:20"]
tags: ["macro-economics", "societal-impact"]
related: ["concept-unmetered-intelligence", "claim-ai-abundance"]
resolutionPath: "Long-term economic studies on wage growth, job creation/displacement, and productivity in knowledge-worker sectors."
---
# How will society adapt to unmetered intelligence?

## Question
If [[claim-ai-abundance]] holds and high-level cognitive work becomes a cheap, abundant commodity, how will the global economy restructure? Massive job displacement — or a renaissance of human creativity?

## Stakes
The optimistic and pessimistic versions of [[concept-unmetered-intelligence]] differ by trillions of dollars and millions of livelihoods.

## Counter-Data
- IMF: ~40% of jobs are exposed; without policy intervention, this risks *cognitive underemployment* (Autor et al.) rather than renaissance.
- Historical analog of industrial revolution suggests both displacement and net job creation occur — but with painful transition decades.

## Resolution Path
Long-term economic studies tracking wage growth, job creation/displacement, and productivity metrics in knowledge-worker sectors over the next decade. Specific signals to watch:
- Real wage trends in knowledge work post-2025
- Time-to-employment after AI-driven layoffs
- Productivity-per-worker in early adopter firms