
Assistant, Parrot, or Colonizing Loudspeaker? ChatGPT Metaphors for Developing Critical AI Literacies
By: Anuj Gupta, Yasser Atef, Anna Mills and Maha Bali
References
- Anderson, S. S. (2023). “Places to stand”: Multiple metaphors for framing ChatGPT’s corpus. Computers and Composition, 68,
102778 . DOI: 10.1016/j.compcom.2023.102778 - Bali, M. (2023, April 24). Tweet.
https://t.co/1VkxHBYfVP [Tweet]. Twitter/X.https://twitter.com/Bali_Maha/status/1650582997614092288 - Bender, E. M. (2022, April 18). On NYT magazine on AI: Resist the urge to be impressed. Medium.
https://medium.com/@emilymenonbender/on-nyt-magazine-on-ai-resist-the-urge-to-be-impressed-3d92fd9a0edd - Bender, E. M. (2023, July 29). “Ensuring Safe, Secure, and Trustworthy AI”: What those seven companies avoided committing to. Medium.
https://medium.com/@emilymenonbender/ensuring-safe-secure-and-trustworthy-ai-what-those-seven-companies-avoided-committing-to-8c297f9d71a - Bender, E. M., Gebru, T., McMillan-Major, A., & Shmitchell, S. (2021, March). On the dangers of stochastic parrots: Can language models be too big?. Proceedings of the 2021 ACM conference on fairness, accountability, and transparency (pp. 610–623). DOI: 10.1145/3442188.3445922
- Chiang, T. (2023, February 9). ChatGPT Is a blurry JPEG of the web. The New Yorker.
https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web - Chang, H., Ngunjiri, F. W., & Hernandez, K.-A. C. (2013). Collaborative autoethnography. LeftCoast Press.
- Ellis, C., Adams, T. E., & Bochner, A. P. (2011). Autoethnography: An overview. Forum Qualitative Sozialforschung / Forum: Qualitative Social Research, 12(1).
https://www.qualitative-research.net/index.php/fqs/article/view/1589 - Geist-Martin, P., Gates, L., Weiring, L. M., Kirby, E., Houston, R., Lilly, A., & Moreno, J. (2010). Exemplifying collaborative autoethnographic practice via shared stories of mothering. Journal of Research Practice, 6(1).
http://jrp.icaap.org/%20index.php/jrp/article/view/209/187 - Johnson, G. (2023). Don’t Act Like You Forgot: Approaching Another Literacy “Crisis” by (Re)Considering What We Know about Teaching Writing with and through Technologies. Composition Studies, 51(1), 169–175.
- Hannigan, T., McCarthy I. P., & Spicer, A. (2024, forthcoming). Beware of botshit: How to manage the epistemic risks of generative chatbots. Business Horizons.
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4678265 - Khadpe, P., Krishna, R., Fei-Fei, L., Hancock, J. T., & Bernstein, M. S. (2020). Conceptual metaphors impact perceptions of human-AI collaboration. Proceedings of the ACM on Human-Computer Interaction, 4(CSCW2), 1–26. DOI: 10.1145/3415234
- Kirschenbaum, M. (2023). Prepare for the Textpocalypse. The Atlantic, 8.
https://rws511.pbworks.com/w/file/fetch/154164033/Kirschenbaum%20Prepare%20for%20the%20Textpocalypse.pdf - Klee, M. (2023, May 17). Professor Flunks All His Students After ChatGPT Falsely Claims It Wrote Their Papers. Rolling Stone.
https://www.rollingstone.com/culture/culture-features/texas-am-chatgpt-ai-professor-flunks-students-false-claims-1234736601/ - Lakoff, G., & Johnson, M. (2003). Metaphors We Live By. University of Chicago Press. DOI: 10.7208/chicago/9780226470993.001.0001 (Original work published 1980).
- Lukeš, D. (2019). Explanation is an event, understanding is a process: How (not) to explain anything with metaphor. Metaphor Hacker.
https://metaphorhacker.net/2019/05/explanation-is-an-event-understanding-is-a-process-how-not-to-explain-anything-with-metaphor/ - Martin, E. (1991). The egg and the sperm: How science has constructed a romance based on stereotypical male-female roles. Signs, 16(3), 485–501. DOI: 10.1086/494680
- Mills, A(Curator). (2022). AI Text Generators and Teaching Writing: Starting Points For Inquiry.
https://wac.colostate.edu/repository/collections/ai-text-generators-and-teaching-writing-starting-points-for-inquiry/ . Last Updated November 18, 2023. - Mills, A., Bali, M., & Eaton, L. (2023). How do we respond to generative AI in education? Open educational practices give us a framework for an ongoing process. Journal of Applied Learning and Teaching, 6(1). DOI: 10.37074/jalt.2023.6.1.34
- Mollick, E. (2023, May 9). AI is not good software, it is pretty good people. [Weblog post]. One useful thing.
https://www.oneusefulthing.org/p/ai-is-not-good-software-it-is-pretty - Ng, D. T. K., Leung, J. K. L., Chu, S. K. W., & Qiao, M. S. (2021). Conceptualizing AI literacy: An exploratory review. Computers and Education: Artificial Intelligence, 2,
100041 . DOI: 10.1016/j.caeai.2021.100041 - Nixon, J. (2012). Interpretive pedagogies for higher education: Arendt, Berger, Said, Nussbaum and their legacies. Bloomsbury.
- Owusu-Ansah, A. L. (2023). Defining moments, definitive programs, and the continued erasure of missing people. Composition Studies, 51(1), 143–148.
- Pierre, E., & Oughton, J. (2007). The affective domain: Undiscovered country. College Quarterly, 10(4), 1–7.
https://eric.ed.gov/?id=EJ813766 - Raffaghelli, J. E., Manca, S., Stewart, B., Prinsloo, P., & Sangrà, A. (2020). Supporting the development of critical data literacies in higher education: Building blocks for fair data cultures in society. International Journal of Educational Technology in Higher Education, 17(1),
58 . DOI: 10.1186/s41239-020-00235-w - Renz, A., & Hilbig, R. (2020). Prerequisites for artificial intelligence in further education: Identification of drivers, barriers, and business models of educational technology companies. International Journal of Educational Technology in Higher Education, 17(1),
14 . DOI: 10.1186/s41239-020-00193-3 - Richardson, L. (1997). Fields Of Play: Constructing An Academic Life. L Rutgers University Press.
- Schön, D. A. (1993).
Generative metaphor: A perspective on problem-setting in social policy . In A. Ortony (Ed.), Metaphor and Thought (2nd ed.), pp. 137–163. Cambridge University Press. DOI: 10.1017/CBO9781139173865.011 - Selber, S. (2004). Multiliteracies For A Digital Age. Southern Illinois University Press.
- Tham, J. C. K., Burnham, K. D., Hocutt, D. L., Ranade, N., Misak, J., Duin, A. H., Pedersen, I., & Campbell, J. L. (2021). Metaphors, mental models, and multiplicity: Understanding student perception of digital literacy. Computers and Composition, 59,
102628 . DOI: 10.1016/j.compcom.2021.102628 - Trimbur, J. (1991).
Literacy and the discourse of crisis .” In R. Bullock, & J. Trimbur (Eds.), The Politics of Writing Instruction: Postsecondary, pp. 277–295. Heinemann. - Wang, F., King, R. B., Chai, C. S., & Zhou, Y. (2023). University students’ intentions to learn artificial intelligence: The roles of supportive environments and expectancy–value beliefs. International Journal of Educational Technology in Higher Education, 20(1),
51 . DOI: 10.1186/s41239-023-00417-2 - Weller, M. (2022). Metaphors of Ed Tech. Athabasca University Press. DOI: 10.15215/aupress/9781771993500.01
- Willson, S. (2023). Think of language models like ChatGPT as a “calculator for words.” [weblog post].
https://simonwillison.net/2023/Apr/2/calculator-for-words/ - Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – where are the educators? International Journal of Educational Technology in Higher Education, 16(1),
39 . DOI: 10.1186/s41239-019-0171-0
DOI: https://doi.org/10.55982/openpraxis.16.1.631 | Journal eISSN: 2304-070X
Language: English
Page range: 37 - 53
Submitted on: Dec 15, 2023
Accepted on: Jan 8, 2024
Published on: Feb 2, 2024
Published by: International Council for Open and Distance Education (ICDE)
In partnership with: Paradigm Publishing Services
© 2024 Anuj Gupta, Yasser Atef, Anna Mills, Maha Bali, published by International Council for Open and Distance Education (ICDE)
This work is licensed under the Creative Commons Attribution 4.0 License.