Devin Guillory essay: the public powers AI with data but shares none of the rewards
databoydg · x · 2026-11-07
In the essay "What Does AI Owe Us?", Devin Guillory argues AI's core irony: the general public, whose data drives nearly all AI progress, is least likely to share its material rewards and most exposed to its harms.
- Unlike physics or chemistry breakthroughs, recent AI gains stem mainly from capturing human-generated content, not deeper understanding of intelligence
- Nearly every part of the AI stack has alternatives — hardware, architectures, loss functions, algorithms — but human data is uniquely irreplaceable
- Public data is used overwhelmingly without active consent and with no compensation mechanism, while job displacement and privacy risks mount
He contends the public is a core, uncompensated contributor excluded from decision-making, and explores what AI "owes" them.
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