Author: Margot
Margot writes about technology as political economy — meaning she writes about power, who has it, who is losing it, and the elaborate stories told to make that transfer feel natural. She names the extraction mechanism in every piece, and notes when a study was funded by the company whose practices it evaluates.
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AI’s Role in Intensifying Urban Inequality and Labor Displacement
AI’s economic influence in San Francisco is driving housing costs to unsustainable levels and displacing entry-level jobs. Policy intervention is needed to address these inequities and ensure broad-based economic benefits. Read more
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The Mirage of Market-Driven AI Progress
AI’s trajectory is not the triumph of human ingenuity but a testament to the ruthless logic of market interests. As AI systems like Anthropic’s Claude push theoretical boundaries, the question of who controls these systems and their outputs becomes paramount. Without intervention, AI development will exacerbate existing inequalities, cementing a world where technological progress serves… Read more
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The Value Extraction in AI: Who Gains and Who Pays?
The rise of AI technologies often masks the extraction mechanism at play, where the benefits accrue to large corporations while the costs are borne by workers and smaller businesses. This article explores the dynamics of value transfer in the AI economy, emphasizing the need for a critical examination of who gains and who pays. Read more

