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  1. Thoughts on the Market
  2. AI and Jobs: What Data and History Say
AI and Jobs: What Data and History Say

AI and Jobs: What Data and History Say

Thoughts on the Market · May 1, 2026

AI's impact on jobs: So far, data shows productivity gains from more output, not fewer jobs. The key is how fast the economy can adapt.

Physical Infrastructure Bottlenecks Will Pace Widespread AI Adoption

The full economic impact of AI is constrained by the physical build-out of data centers. With only a quarter of the projected $3 trillion in necessary infrastructure capex deployed through 2028, widespread adoption and its labor market effects will be gradual, not instantaneous.

AI and Jobs: What Data and History Say thumbnail

AI and Jobs: What Data and History Say

Thoughts on the Market·17 hours ago

Policymakers Will Use Monetary and Fiscal Levers to Mitigate AI Job Disruption

The potential rise in unemployment from AI will not happen in a vacuum. Central banks and governments are expected to use tools like interest rate cuts, unemployment benefits, and targeted spending to stimulate the economy, thereby shortening and reducing the severity of any labor disruption.

AI and Jobs: What Data and History Say thumbnail

AI and Jobs: What Data and History Say

Thoughts on the Market·17 hours ago

AI's Early Impact Boosts Economic Output More Than It Cuts Jobs

Initial data from industries with high AI exposure shows productivity gains are driven by increased output, not reduced labor hours. This counters the common narrative that AI's primary effect will be immediate, widespread job displacement, suggesting a period of augmentation precedes automation.

AI and Jobs: What Data and History Say thumbnail

AI and Jobs: What Data and History Say

Thoughts on the Market·17 hours ago