







Artificial intelligence could reshape work, but for now a low-hire, low-fire labor market is the main impediment for young people seeking employment.
Recent Grads Say AI Is Making It Impossible to Find a Job
Recent college graduates are entering a job market fraught with austerity, and gatekept by the very technology degrading their prospects.

AI Has Ruined the Job Market
Maybe flawed people were better than brute algorithms.
PhD students who write dissertation with AI less likely to stay in academia
US PhD graduates who used artificial intelligence were more likely to work in industry.

Most Americans say AI development is moving too fast and twice as many are AI pessimists as AI optimists
Young adults are more likely than older Americans to believe that AI will create economic gains that benefit everyone, but they are also more likely to worry that AI will replace jobs they depend upon

The more young people use AI, the more they hate it
Caught between fears of job loss and social stigma, Gen Z’s opinions of AI are hitting new lows.

How AI Is Fueling the Gender Pay Gap in Tech
A new Wharton study finds that too few women are working with emerging tech, and that exclusion is driving a growing divide in pay.

Technological Disruption in the US Labor Market • The Aspen Institute Economic Strategy Group
DAVID DEMING, CHRISTOPHER ONG, LAWRENCE H. SUMMERS This paper explores past episodes of technological disruption in the US labor market, with the goal of learning lessons about the likely future impact of artificial intelligence (AI). The authors measure changes in the structure of the US labor market going back over a century in two ways. ...


Companies That Tried to Save Money With AI Are Now Spending a Fortune Hiring People to Fix Its Mistakes
Companies that rushed to replace human labor with AI are now shelling out to have IRL workers to fix the technology's screwups.

The real AI economy is being built by ordinary people
Far from Silicon Valley pitch decks, workers across Asia and Africa are bypassing tech industry hype to quietly rewire their daily jobs — one prompt, workflow, and local problem at a time.

Companies rushed in on AI. Now some are pulling back
Rapid AI adoption left workers cleaning up a flood of errors and low-quality work

Globally, More People Expect AI to Cause Job Loss Than Growth
Amid a mix of concern and excitement about AI, a 37-country survey finds pessimism about its potential impact on jobs and economic inequality.

Nathan Witkin on Twitter / X
Does anyone disagree that pretty much every piece of empirical evidence we have about actually existing AI points toward a labor-augmenting technology with a more-or-less ordinary risk profile (no worse than cars, guns, nuclear power, social media, etc.)?On the labor front, the…— Nathan Witkin (@NateWitkin) October 5, 2026
A Growing Gender Divide in the AI Economy — The Honest Economist
The article argues that AI is reshaping gender inequality even before the pay gap visibly widens. Women are more concentrated in clerical and administrative roles where AI can restructure work, while men are more concentrated in technical, AI-complementary roles. Among college graduates, the exposur

AI Gender Pay Gap - Emerging Tech - I by IMD
As AI investment grows, unequal access to emerging tech skills is widening the AI gender pay gap. New research shows how organisations can reverse it.

Women Are Avoiding AI. Will Their Careers Suffer? | Working Knowledge
Women are adopting generative AI technology at a significantly lower rate than men, in many cases because women question whether it's ethical to use the tools, according to research by Rembrand Koning and colleagues. If women are shying away from AI, could the gender gap in pay and job opportunities continue to widen?
