Economist Predicts AGI Leaves Most Jobs Intact
Yale economist Pascual Restrepo publishes a working paper with the National Bureau of Economic Research on April 4, 2026, arguing that most human jobs will not be automated by AGI because compute will be allocated to 'bottleneck' tasks that drive growth. He models wages tied to compute costs, predicts labor's GDP share could fall toward zero, and warns ownership of computing resources will determine wealth distribution and policy choices.
Key Points
- 1Shows AGI will automate growth-critical 'bottleneck' tasks while leaving many jobs unautomated.
- 2Argues compute scarcity revalues labor, tying wages to compute replacement costs rather than GDP.
- 3Implies wealth and policy focus should target compute ownership, distribution, and universal redistribution mechanisms.
Scoring Rationale
High score reflects a novel, economy-wide framing from a credible NBER working paper by a Yale economist with clear implications for distribution and policy; reinforced by broad scope and relevance to AGI debates, boosted modestly for source authority and timeliness.
Sources
Public references used for this report.
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