Documentary Traces AI's Eugenicist Roots and Harms
Valerie Veatch’s documentary Ghost in the Machine, screened in Sundance’s NEXT program at the 2026 Sundance Film Festival, traces how modern AI’s emphasis on “general intelligence” draws from early eugenics, IQ testing and racialized hierarchies. Using archival footage and interviews with anthropologists, historians and computer scientists, the film argues that sexist and racist logics shaped Silicon Valley innovation and continue to influence data practices and AI design.
Key Points
- 1Reveals that AI's conceptual roots trace to early 20th-century eugenics and IQ testing
- 2Explains this legacy underpins sexist, racist hierarchies shaping Silicon Valley innovation and power
- 3Urges practitioners to consider data labor, environmental costs, and structural bias in AI design
Scoring Rationale
Broad, timely critique with industry-wide relevance; limited by documentary format and lack of new empirical research.
Sources
Public references used for this report.
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