Ghost in the Machine is a Documentary But Also an Urgent Technological Horror Story

Valerie Veatch’s documentary Ghost in the Machine premiered on January 26, 2026, in the NEXT section of the Sundance Film Festival at The Yarrow Theatre in Park City, Utah, according to festival coverage. The 110-minute essay film examines the origins of artificial intelligence, connecting modern machine learning and text-to-image models to historical figures in statistical mathematics, personal computing, and semiconductors.

According to the documentary, the development of technologies underlying modern artificial intelligence is inextricably linked to concepts of control, domination, and scientific racism. In the film, more than 30 experts trace these lineages, pointing to mathematical statisticians such as Karl Pearson whose models emerged directly out of eugenics. The documentary also highlights William Shockley, described as the man who brought silicon to Silicon Valley, and features archival footage of him proposing a voluntary sterilization bonus plan during a televised interview.

Expert Testimony and Silicon Valley Ideology

During the post-premiere question-and-answer session at The Yarrow Theatre, expert Adam Becker addressed the political alignment of tech leaders. According to Becker, the ethos of Silicon Valley billionaires has never truly been on the left, despite recent public questioning about political shifts among tech figures.

Additional experts featured in the film and present at the screening included Emily M. Bender, Ezekiel Dixon-Román, Alix Dunn, Keira Havens, Nick Rodello, and Tiera Tanksley. In the documentary, Dixon-Román explains the historical roots of algorithmic models in early statistical eugenics, while Bender emphasizes the importance of community connection, local building, and valuing human systems as a form of resistance against technological automation. Tanksley notes in the film that a primary myth surrounding the technology is that the future has already been determined and that individuals are helpless within it.

Marketing Taglines and Environmental Impact

A central conclusion drawn by Veatch in Ghost in the Machine is that artificial intelligence functions primarily as a marketing tagline rather than a realized general intelligence. The documentary features computer scientist John McCarthy describing how he and his colleagues coined the term in the mid-20th century as a simplified explanation for bankrollers. Veatch developed the project after being invited to test a filmmaking tool intended to democratize the medium, which instead revealed significant systemic problems when she began asking critical questions of the company involved.

To illustrate the output of modern systems, the documentary incorporates generative AI images that reflect and distort archival motifs. According to the production details discussed around the premiere, these generated visuals serve as commentary on the realities of the technology, including the massive water consumption required to cool supercomputers. To emphasize the blurred lines between real and unreal material, Veatch distributed Not AI pins to audience members following the screening.