Is A.I. Eating the Labor Market? + The Latest on the Pentagon, OpenClaw and Alpha School - Hard Fork Recap

Podcast: Hard Fork

Published: 2026-02-27

Duration: 1 hr 1 min

Guests: Anton Korinek

Summary

Artificial intelligence is causing significant volatility in job and stock markets, while Anthropic faces an ultimatum from the Pentagon over AI technology use. Meanwhile, OpenClaw's issues and Alpha School's challenges highlight the broader impact of AI in daily life.

What Happened

Anton Korinek, a University of Virginia economist, explains how AI is driving volatility in job and stock markets. A recent essay by Citrini Research led to stock price drops for companies like DoorDash and Blackstone, spotlighting AI's disruptive potential.

AI's impact on the job market is currently small, with a National Bureau of Economic Research paper noting 70% of companies use AI, but 80% report no impact on productivity or employment. The idea of 'ghost GDP' suggests AI can increase GDP without benefiting workers, challenging traditional economic concepts like the 'lump of labor fallacy.'

Anthropic is in a standoff with the Pentagon over AI use for surveillance and autonomous weapons. The Pentagon has threatened to invoke the Defense Production Act, potentially designating Anthropic as a 'supply chain risk' if their demands are not met by Friday.

OpenClaw, an open-source AI tool, faced criticism after a user's email inbox was deleted due to a context window error. This incident highlights the challenges of implementing AI technologies in consumer settings.

Alpha School, an AI-powered education company, is under fire for poor lesson plans and data security issues. Some parents have criticized the school, likening it to 'the Theranos of education' due to its unfulfilled promises.

Despite the controversies, there is acknowledgment that AI has the potential to transform education. Kevin Roose points out that schools failing to adapt to AI advancements are also experimenting on students, albeit in a less obvious way.

Key Insights

• AI's disruptive potential is evident as a single essay by Citrini Research led to stock price drops for companies like DoorDash and Blackstone, showing how sensitive markets are to AI developments.
• Despite 70% of companies using AI, a National Bureau of Economic Research paper found that 80% report no impact on productivity or employment, suggesting 'ghost GDP' where AI boosts economic figures without tangible benefits for workers.
• The Pentagon's conflict with Anthropic over AI in surveillance and autonomous weapons could escalate if the Defense Production Act is invoked, designating Anthropic a 'supply chain risk' if their demands aren't met.
• OpenClaw's context window error that wiped a user's email inbox highlights the precarious nature of AI in consumer settings, serving as a cautionary tale for the implementation of open-source AI tools.

Key Questions Answered

What is the conflict between the Pentagon and Anthropic?

The Pentagon has given Anthropic an ultimatum to comply with demands regarding AI technology used for surveillance and autonomous weapons. Failure to comply could result in the company being labeled a 'supply chain risk' under the Defense Production Act.

How is AI impacting the labor market according to Anton Korinek?

Anton Korinek notes that while AI's impact on the job market is currently small, it has the potential to disrupt labor markets significantly. This disruption may result in 'ghost GDP,' where AI increases GDP without corresponding benefits to workers.

What issues did OpenClaw encounter?

OpenClaw, an open-source AI tool, caused problems by unintentionally deleting a user's email inbox due to a context window compaction error. This incident underscores the challenges of deploying AI technologies in consumer applications.