Skip to content
1981
Volume 24, Issue 4
  • ISSN: 1539-7785
  • E-ISSN: 2048-0717

Abstract

When humans develop new technologies, we come up with metaphors to make sense of what we’ve created. These metaphors compare new technologies to things that are more familiar. Over time, some of these metaphors gain popularity. Dominant metaphors are not monolithic, but they do significantly affect feelings, thoughts and actions; and they are the basis of our individual and shared conceptual systems. In an effort to spell out potential consequences, this article examines, in detail, common metaphors of AI (large language models and other kinds of image-generating, and audio-generating AI). Then it offers two more metaphors ‘to grow on’ – one for AI in the context of education, the other for those who own, wield and/or benefit from generative AI.

Loading

Article metrics loading...

/content/journals/10.1386/eme_00266_1
2026-02-28
2026-04-20

Metrics

Loading full text...

Full text loading...

References

  1. Acro Physical Therapy (2017), ‘Bracing & biomechanics: Ankle bracing & secondary injury risk’, ACRO: Physical Therapy, Massage Therapy & Aerial Fitness, 20 August, https://www.acropt.com/blog/2017/8/21/bracing-biomechanics-ankle-bracing-and-increased-injury-risk. Accessed 3 September 2025.
  2. Barzun, J. (1958), The Place and the Price of Excellence (Speech), Ithaca, NY: Graduate School Convocation, Cornell University.
    [Google Scholar]
  3. Bonanno, J. N. (2024), ‘The most precious possession: The place of analogy in the work of Marshall McLuhan’, Explorations in Media Ecology, 23:4, pp. 36585, https://doi.org/10.1386/eme_00221_1.
    [Google Scholar]
  4. Burke, K. (1963–64), ‘Definition of man’, The Hudson Review, 16:4, p. 491, https://doi.org/10.2307/3848123.
    [Google Scholar]
  5. Carey, J. W. (1992), Communication as Culture: Essays on Media and Society, New York: Routledge.
    [Google Scholar]
  6. ChatGPT and Wilson Wood, M. (2024), ‘The Borg Collective, “The Hive”, and artificial intelligence’, LinkedIn, 1 October, https://www.linkedin.com/pulse/borg-collective-hive-artificial-intelligence-analysis-wilson-wood-xbfmc. Accessed 25 May 2025.
  7. Cheng, M., Lee, A. Y., Rapuano, K., Niederhoffer, K., Liebscher, A. and Hancock, J. (2025), ‘From tools to thieves: Measuring and understanding public perceptions of AI through crowdsourced metaphors (version 3)’, arXiv, https://arxiv.org/abs/2501.18045. Accessed 3 September 2025.
  8. Chiang, T. (2023), ‘ChatGPT is a blurry JPEG of the web: OpenAI’s Chatbot offers paraphrases, whereas Google offers quotes – which do we prefer?’, The New Yorker, 9 February, https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web. Accessed 25 August 2025.
    [Google Scholar]
  9. Doctorow, C. (2023), ‘The enshittification of TikTok’, Wired. Conde Nast, 23 January, https://www.wired.com/story/tiktok-platforms-cory-doctorow/. Accessed 25 August 2025.
  10. Faigenbaum, A. D., Kraemer, W. J., Blimkie, C. J., Jeffreys, I., Micheli, L. J., Nitka, M. and Rowland, T. W. (2009), ‘Youth resistance training: Updated position statement paper from the national strength and conditioning association’, Journal of Strength and Conditioning Research, 23, suppl. 5, pp. S6079, https://doi.org/10.1519/JSC.0b013e31819df407.
    [Google Scholar]
  11. Fuller, R. B. (1969), Operating Manual for Spaceship Earth, Carbondale: Southern Illinois University Press.
    [Google Scholar]
  12. Gow, G. (2001), ‘Spatial metaphor in the work of Marshall McLuhan’, Canadian Journal of Communication, 26:4, pp. 6380, https://doi.org/10.22230/cjc.2001v26n4a1254.
    [Google Scholar]
  13. Harari, Y. N. (2023), ‘You can have the blue pill or the red pill, and we’re out of blue pills’, New York Times, 24 March, https://www.nytimes.com/2023/03/24/opinion/yuval-harari-ai-chatgpt.html. Accessed 25 August 2025.
    [Google Scholar]
  14. Jurgenson, N. (2019), The Social Photo: On Photography and Social Media, New York: Verso.
    [Google Scholar]
  15. Lakoff, G. (2009), ‘Politics of language: George Lakoff’, Fora.tv, 3 August, https://www.youtube.com/watch?v=RytyWu3zUq8. Accessed 30 May 2025.
  16. Lakoff, G. and Johnson, M. (1980), Metaphors We Live By, Chicago, IL: University of Chicago Press.
    [Google Scholar]
  17. Lanier, J. (2019), ‘Jaron Lanier fixes the internet’, New York Times, 29 October, https://www.youtube.com/watch?v=Np5ri-KktNs. Accessed 5 June 2025.
    [Google Scholar]
  18. Lanier, J. (2023), ‘There is no AI’, The New Yorker, 20 April, https://www.newyorker.com/science/annals-of-artificial-intelligence/there-is-no-ai. Accessed 7 July 2025.
    [Google Scholar]
  19. McLuhan, M. (1964), Understanding Media, New York: Signet.
    [Google Scholar]
  20. McLuhan, M. (2004), ‘There are no passengers on Spaceship Earth: We are all crew’, LibQuotes, 31 December, https://libquotes.com/marshall-mcluhan/quote/lbi3e4l. Accessed 3 September 2025.
  21. McLuhan, M. and McLuhan, E. (1988), Laws of Media: The New Science, Toronto: University of Toronto Press.
    [Google Scholar]
  22. Mir, A. (2024), Digital Future in the Rearview Mirror: Jasper’s Axial Age and Logan’s Alphabet Effect, Toronto: Andrey Miroshnichenko.
    [Google Scholar]
  23. Mitchell, M. (2024), ‘The metaphors of artificial intelligence’, Science, 386:6723, https://doi.org/10.1126/science.adt6140.
    [Google Scholar]
  24. Novak, M. (2025), ‘Chicago paper publishes “summer reading list” of fake books created with AI: 10 of the 15 books on the list are completely fake’, Gizmodo, 20 May, https://gizmodo.com/chicago-paper-summer-reading-list-fake-books-ai-2000604708. Accessed 26 August 2025.
  25. Orwell, G. (1945), Animal Farm: A Fairy Story, London: Secker & Warburg.
    [Google Scholar]
  26. Pasquinelli, M. (2023), The Eye of the Master: A Social History of Artificial Intelligence, New York: Verso.
    [Google Scholar]
  27. Peterson, V. V. (2004), ‘Painting exposition and throwing persuasion: Art metaphors as communication theory’, Grand Valley Review, 27:1, pp. 1633.
    [Google Scholar]
  28. Postman, N. (2006), ‘Media ecology education’, Explorations in Media Ecology, 5:1, pp. 514, https://doi.org/10.1386/eme.5.1.5_1.
    [Google Scholar]
  29. Sayers, D. L. (1971), Are Women Human?, Grand Rapids, MI: William B. Eerdmans.
    [Google Scholar]
  30. Soltoggio, A., Ben-Iwhiwhu, E., Braverman, V., Eaton, E., Epstein, B., Ge, Y., Halperin, L., How, J., Itti, L., Jacobs, M. A., Kantharaju, P., Le, L., Lee, S., Liu, X., Monteiro, S. T., Musliner, D., Nath, S., Panda, P., Peridis, C., Pirsiavash, H., Parekh, V., Roy, K., Shperberg, S., Siegelmann, H. T., Stone, P., Vedder, K., Wu, J., Yang, L., Zheng, G. and Kolouri, S. (2024), ‘A collective AI via lifelong learning and sharing at the edge’, Nature Machine Intelligence, 6:3, pp. 25164, https://doi.org/10.1038/s42256-024-00800-2.
    [Google Scholar]
  31. Stephens, N. P. (2014), ‘Toward a more substantive media ecology: Postman’s metaphor and meaning’, International Journal of Communication, 8:1, pp. 202745.
    [Google Scholar]
  32. Strate, L. (2017), Media Ecology: An Approach to Understanding the Human Condition, New York: Peter Lang.
    [Google Scholar]
  33. Tarnoff, B. (2025), ‘The labor theory of AI’, The New York Review of Books, 72:5, pp. 3032.
    [Google Scholar]
  34. Theall, D. F. (2014), The Medium is the Rear View Mirror: Understanding McLuhan, Montreal: McGill-Queen’s Press.
    [Google Scholar]
  35. The Diary of a CEO (2025), ‘AI agents emergency debate: These jobs won’t exist in 24 months! We must prepare for what’s coming!’, YouTube, 12 May, https://www.youtube.com/watch?v=JMYQmGfTltY. Accessed 9 August 2025.
  36. Tilley, D. and Scaletta, D. (n.d.), ‘Ankle and foot injuries in gymnastics – a complete guide’, Shift Movement Science, https://shiftmovementscience.com/gymnasticsanklefootinjuries/. Accessed 3 September 2025.
  37. Zuboff, S. (2019), The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power, New York: PublicAffairs.
    [Google Scholar]
/content/journals/10.1386/eme_00266_1
Loading
This is a required field
Please enter a valid email address
Approval was a success
Invalid data
An error occurred
Approval was partially successful, following selected items could not be processed due to error
Please enter a valid_number test