ARTFEED — Contemporary Art Intelligence

Trevor Paglen's 'How to See Like a Machine' Exposes AI's Grip on Visual Culture

publication · 2026-08-14

Trevor Paglen's latest publication, 'How to See Like a Machine: Images After AI', released by Verso Books on May 19, compiles a decade's worth of his insights into the impact of computer vision and generative media on visual culture. He contends that this evolution is more significant than the advent of perspective or photography, asserting that digital images now act as operational tools for corporate and governmental agendas. The book delves into technologies such as facial recognition and license plate scanning, highlighting biases found in training datasets like ImageNet. Additionally, it investigates the alteration of human perception through references to experiments involving kittens and the CIA, while introducing the idea of the 'Society of Psyop'. Paglen cautions that these technologies distort our shared reality, suggesting that true safe spaces may only be found beyond the system. Nick Hackworth's review commends Paglen's imaginative and thorough writing, noting the book's unsettling yet undeniable conclusions. This work is a continuation of Paglen's artistic inquiry into surveillance and state authority.

Key facts

  • Trevor Paglen's book 'How to See Like a Machine: Images After AI' is published by Verso Books on 19 May.
  • The book collects Paglen's writings from the last decade on computer vision and generative media.
  • Paglen argues that the advent of tech-animated image culture is more consequential than the discovery of perspective or photography.
  • Digital images are now operational interfaces servicing corporate or state interests.
  • Paglen critiques the biases in training datasets like ImageNet.
  • The book discusses the manipulation of human perception, including experiments on kittens and the CIA.
  • Paglen introduces the concept of the 'Society of Psyop'.
  • The review is written by Nick Hackworth, a writer, curator and art adviser.

Entities

Artists

  • Trevor Paglen
  • Guy Debord
  • John Gray
  • Nick Hackworth

Institutions

  • Verso Books
  • ImageNet
  • CIA

Sources