Summary
On October 26th, the Dutch government announced plans to cut about 25,000 civil service jobs over the next decade, while Microsoft offered voluntary buyouts to roughly 60,000 employees. This video from David Shapiro places the two announcements side by side to argue they tell the same story about how AI is reshaping work.
The video walks through the numbers: the Netherlands’ goal of saving €3.5 billion a year, cuts that could reach 45% to 60% in some agencies, and Microsoft’s push to redirect payroll toward more than $150 billion in AI data center spending. It also points to similar moves at Denmark, the UK civil service, HSBC, Amazon, Block, and Kroger.
Shapiro frames the trend through what he calls the automation imperative. In the public sector, budget pressure drives efficiency. In the private sector, shareholder primacy, drawing on Milton Friedman’s 1970 essay, and market competition, illustrated by the Red Queen effect, create a ratchet that pushes companies to automate once a competitor does. He also touches on Hicks’ induced innovation theory and tax incentives that favor capital over labor. The video is useful for anyone tracking AI’s effect on employment, corporate strategy, and post-labor economics.
📺 Source: David Shapiro · Published October 31, 2026
🏷️ Format: Opinion Editorial







