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Marginal Revolutionanalysis

Sam Altman’s prediction has come through

Marginal Revolution
Thursday, April 2, 2026 at 2:35 PM
~4 min read

Original Report

From his house in Los Angeles, Mr. Gallagher, 41, used A.I. to write the code for the software that powers his company, produce the website copy, generate the images and videos for ads and handle...

From his house in Los Angeles, Mr. Gallagher, 41, used A.I. to write the code for the software that powers his company, produce the website copy, generate the images and videos for ads and handle customer service. He created A.I. systems to analyze his business’s performance. And he outsourced the other stuff he couldn’t do […] The post Sam Altman’s prediction has come through appeared first on Marginal REVOLUTION.

Glass House Analysis

Corporate decisions reverberate through local communities—a merger might mean headquarters relocating, a restructuring could eliminate jobs, and strategic shifts affect suppliers and service providers in countless towns. Behind quarterly earnings numbers are real employment decisions, investment choices, and community impacts that shape the economic landscape of regions across the country.

The implications extend beyond the immediate news cycle. Every economic development creates ripples that affect employment, prices, and opportunities in ways that may not be immediately visible but are deeply felt. By tracking these connections, we can better understand how the economy truly works—not as an abstract machine, but as a human system shaped by and shaping the lives of millions.

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