Anthropic’s head of economics answers our questions about AI and the job market

Make Me Smart18mApril 16, 2026

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AI-Generated Summary

In this episode of Make Me Smart, host Kimberly Adams speaks with Peter McCrory, Anthropic's Head of Economics, about the real-world impact of AI on the labor market. McCrory shares findings from Anthropic’s latest research, which shows no significant rise in unemployment among workers most exposed to AI tools like Claude—yet—despite widespread fears of mass job displacement. He draws parallels between AI’s economic impact and past transformative technologies like the internet and globalization, suggesting AI’s effects will unfold gradually rather than cause sudden, pandemic-level job losses. McCrory explains how AI exposure is measured based on task automation potential and actual workplace usage, with high-risk roles including technical writers and data entry workers. He also highlights geographic disparities in AI adoption, noting that while high-income countries lead in usage, the low infrastructure barrier of smartphones may accelerate global access. The discussion touches on concerns about younger workers facing reduced hiring rates in AI-exposed roles, and the shared responsibility of companies, governments, and individuals in managing workforce transitions. McCrory emphasizes that policy and societal choices will shape AI’s economic outcomes as much as the technology itself.

Key Takeaways
1

AI is not yet causing measurable job losses, but its long-term impact on labor markets remains uncertain and requires close monitoring.

2

Jobs involving pure implementation tasks (e.g., data entry, technical writing) are most vulnerable to automation, while roles requiring direction-setting and evaluation are more resilient.

3

AI adoption is currently concentrated in high-income countries, but smartphone accessibility could accelerate global adoption, especially in developing regions.

4

Young workers in AI-exposed roles are seeing lower hiring rates—possibly due to automation, but also influenced by broader labor market trends.

5

The economic impact of AI will be shaped as much by policy decisions and societal responses as by technological advancement.

Chapters
0:00
3 min

Introduction and Context: AI, Jobs, and Economic Uncertainty

The episode opens with a public media appeal and sets the stage for a discussion on AI’s impact on the labor market, framing the conversation around widespread anxiety about job displacement.

3:00
3 min

AI as a General Purpose Technology: Historical Parallels

With AI, we might be in an environment where there could be an ongoing debate. But if it materializes very fast, this is one way to get an early signal that it's happening.

Highlight
5:30
5 min

Measuring AI Exposure: Automation vs. Augmentation

There's greater risk of displacement for that automated usage. So that coupled with are you using Claude for work purposes? And is it something that these language models would be theoretically capable of doing? That's how we defined AI exposure.

Highlight
10:00
5 min

Global Adoption and the Digital Divide

In order to use many of these AI tools you just need a smartphone which are just deeply spread all over the world.

Highlight
14:30
4 min

Responsibility, Youth, and the Future of Work

The impact on the economy and on the society of AI will be as much shaped by the policy decisions and broader society decisions that we make, as by the underlying technological capabilities.

Highlight
High-Impact Quotes
The impact on the economy and on the society of AI will be as much shaped by the policy decisions and broader society decisions that we make, as by the underlying technological capabilities.
Peter McCrory16:19
Viral: 90.0
With AI, we might be in an environment where there could be an ongoing debate. But if it materializes very fast, this is one way to get an early signal that it's happening.
Peter McCrory4:37
Viral: 85.0
There's greater risk of displacement for that automated usage. So that coupled with are you using Claude for work purposes? And is it something that these language models would be theoretically capable of doing? That's how we defined AI exposure.
Peter McCrory6:33
Viral: 80.0
Speakers

Host

Kimberly Adams

Guest

Peter McCrory
Topics Discussed
AI and Labor Market Displacement90%Policy and Societal Responsibility88%Measuring AI Exposure in Jobs85%Productivity Gains from AI82%Global Adoption of AI Technologies80%Historical Analogies for AI Impact78%Youth Employment and AI75%Digital Infrastructure and Access70%
People & Brands

Peter McCrory

person

24xPositive

Claude

product

15xNeutral

Anthropic

organization

12xPositive

U.S.

place

6xPositive

Anthropic Institute

organization

3xPositive

Snap

organization

2xNegative

BLS

organization

2xNeutral

American Public Media

organization

1xPositive

Societal Impacts Team

other

1xPositive

Axios

media

1xNeutral

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