Intensification - Kate Crawford - Eating the Future: The Metabolic Logic of AI Slop

Eating the Future: The Metabolic Logic of AI Slop

Kate Crawford

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An AI-generated image of a downed F-35 published on social media by Iranian Tasnim News Agency on June 14, 2025. Source: X.com
Intensification
September 2025










Notes
1

Matthew Gault and Emanuel Maiberg, “The AI Slop Fight Between Iran and Israel”, 404 Media, June 18, 2025, .

2

Ali Khamenei (@khamenei_ir), “"Help from Allah and an imminent conquest" (Holy Quran: 61:13),” X, June 16, 2025, .

3

Dana Nickel, “AI Slop spreads in Israel-Iran War”, Politico, June 23, 2025, .

4

Jean Baudrillard, Simulacra and Simulation, trans. Sheila Faria Glaser (Ann Arbor: University of Michigan Press, 1994).

5

The traditional Krebs cycle occurs in most forms of life that use oxygen to generate energy, whereby the body breaks down nutrients like glucose in a series of chemical reactions. During this process, carbon dioxide is released as waste and energy is captured in molecules that cells use to power their activities.

6

Vilém Flusser, Into the Universe of Technical Images (Minneapolis: University of Minnesota Press, 2011); Harun Farocki, Eye/Machine I–III, 2001–03. Video installation trilogy.

7

See Kate Crawford in conversation with Paola Antonelli, “Metabolic Images,” Aperture, Winter 2024, .

8

Karl Marx, Capital: A Critique of Political Economy, vol. 1, trans. Paul Reitter (London: Penguin Classics, 2019).

9

John Bellamy Foster, Marx’s Ecology: Materialism and Nature (New York: Monthly Review Press, 2000).

10

Jason W. Moore, “Environmental Crises and the Metabolic Rift in World-Historical Perspective,” Organization & Environment 13, no. 2 (June 2000): 123–57.

11

Sina Alemohammad, et al., “Self-Consuming Generative Models Go Mad,” arXiv preprint, 2023, ; Ilia Shumailov et al., “AI Models Collapse When Trained on Recursively Generated Data,” Nature 631 (2024): 755–759.

12

Todd Spangler, “Why Apple’s iPad Ad Fell Flat: Company Failed to Understand It Conjured Fears of ‘Tech Kind of Destroying Humanity’,” Variety, May 16, 2024, .

13

Pablo Villalobos et. al. “Will We Run Out of Data? Limits of LLM Scaling Based on Human-Generated Data,” arXiv preprint, 2024, .

14

Kyle Wiggers, “Elon Musk Agrees That We’ve Exhausted AI Training Data,” TechCrunch, Jan 8, 2025, .

15

Jordan Meyer et. al, “Public Domain 12M: A Highly Aesthetic Image-Text Dataset with Novel Governance Mechanisms,” arXiv preprint, 2024 .

16

“AI Is Set to Drive Surging Electricity Demand from Data Centres While Offering the Potential to Transform How the Energy Sector Works,” International Energy Agency, April 10, 2025, .

17

Ian King, “AI Computing Is on Pace to Consume More Energy Than India, Arm Says,” Bloomberg, April 17, 2024, .

18

Bracey Harris et al, “Up against Musk’s Colossus supercomputer, a Memphis neighborhood fights for clean air,” NBC News, May 15, 2025, .

19

See Stargate Project announcement: “Trump announces 'Stargate' AI infrastructure project with 'colossal data centers',” posted January 21, 2025, by NBC News, YouTube, ; James Walker, “Opening the Stargate: Tech Giants to Invest $500B in AI Data Center Infrastructure,” Data Center Knowledge, January 22, 2025, .

20

See more at this report: Tatiana Carayannis, Naima Kane, Marie-Therese Png, and Alondra Nelson, Summary Report: Workshop on the Geopolitics of Critical Minerals and the AI Supply Chain, (Science, Technology, and Social Values Lab, Institute for Advanced Study, 2025), .

21

Matt Klein, “The Problematic Fakery Of Lil Miquela Explained—An Exploration Of Virtual Influencers and Realness,” Forbes, November 17, 2020, .

22

Dexter Thomas, “Inside the Economy of AI Spammers Getting Rich By Exploiting Disasters and Misery,” 404 Media, January 22, 2025, .







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