Tag: digital inequality

Hot Knowledge

“I Heard It on the Grapevine”: How Parent and Student Networks Quietly Shape School and University Choices

League tables and Ofsted reports matter, but school and university choices are often decided on the grapevine. This piece shows how parent networks, WhatsApp chats and “hot” knowledge quietly reproduce advantage—and why first-in-family and working-class students are left with thinner information.

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AI and Bernstein

Talking to the Machine: AI, Language Codes, and the Reproduction of Inequality

This article explores how generative AI systems reinforce class-based linguistic hierarchies by privileging elaborated codes aligned with middle-class norms, drawing on Bernstein’s theory of language and sociological critiques of educational inequality.

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