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02-10-2023 | Original Paper

The Change We Work: Professional Agency and Ethics for Emerging AI Technologies

Authors: Stephanie Moore, Amir Hedayati-Mehdiabadi, Victor Law, Sung Pil Kang

Published in: TechTrends | Issue 1/2024

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Abstract

Early hype cycles surrounding new technologies may promote simplistic binary options of either adoption or rejection, but socio-historical analyses of technologies illuminate how they are worked into shape by human actors. Humans enact agency through many choices that result in adaptations and contextual variations. In this piece, we argue that the changes that result from emerging technologies are the ones that we work into shape through professional methods, artistry, and effort. We draw on historical and contemporary examples such as writing and learning analytics to illustrate this shaping cycle and apply ethical analysis to identify potential harms and benefits of emerging AI technologies that then inform learning design decisions. We conclude with an example of the application of “cognitive partnerships” as some of the important theory building that is part of the professional work still to be done in working AI – or any emerging technology – towards the change we desire.
Literature
go back to reference Bizzell, P. & Herzberg, B. (1990). The rhetorical tradition: Readings from classical times to the present. Bedford Books. Bizzell, P. & Herzberg, B. (1990). The rhetorical tradition: Readings from classical times to the present. Bedford Books.
go back to reference Carlson, W. B. (2005). Technology in world history. Oxford UP. Carlson, W. B. (2005). Technology in world history. Oxford UP.
go back to reference Fenn, J., & Raskino, M. (2008). Mastering the hype cycle: How to choose the right innovation at the right time. Harvard Business School Press. Fenn, J., & Raskino, M. (2008). Mastering the hype cycle: How to choose the right innovation at the right time. Harvard Business School Press.
go back to reference Jonassen, D. H., & Reeves, T. (1996). Learning with technology: Using computers as cognitive tools. In D. H. Jonassen (Ed.), Handbook of research for educational communications and technology (pp. 693–719). Simon & Schuster Macmillan. Jonassen, D. H., & Reeves, T. (1996). Learning with technology: Using computers as cognitive tools. In D. H. Jonassen (Ed.), Handbook of research for educational communications and technology (pp. 693–719). Simon & Schuster Macmillan.
go back to reference Kaplan, A., & Haenlein, M. (2019). Siri, Siri, in my hand: Who’s the fairest in the land? On the interpretations, illustrations, and implications of artificial intelligence. Business Horizons, 62(1), 15–25.CrossRef Kaplan, A., & Haenlein, M. (2019). Siri, Siri, in my hand: Who’s the fairest in the land? On the interpretations, illustrations, and implications of artificial intelligence. Business Horizons, 62(1), 15–25.CrossRef
go back to reference Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., Krusche, S., Kutyniok, G., Michaeli, T., Nerdel, C., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., et al. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103, 102274. https://doi.org/10.1016/j.lindif.2023.102274CrossRef Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., Krusche, S., Kutyniok, G., Michaeli, T., Nerdel, C., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., et al. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103, 102274. https://​doi.​org/​10.​1016/​j.​lindif.​2023.​102274CrossRef
go back to reference Lajoie, S. P. (1993). Computer environments as cognitive tools for enhancing learning. In S. P. Lajoie & S. Derry (Eds.), Computers as cognitive tools (pp. 261–288). Lawrence Erlbaum Associates. Lajoie, S. P. (1993). Computer environments as cognitive tools for enhancing learning. In S. P. Lajoie & S. Derry (Eds.), Computers as cognitive tools (pp. 261–288). Lawrence Erlbaum Associates.
go back to reference Lajoie, S. P., & Azevedo, R. (2000). Cognitive tools for medical informatics. no more wallsIn S. P. Lajoie (Ed.), Computers as cognitive tools (Vol. ii, pp. 247–273). Mahwah, NJ: Lawrence Erlbaum Associates. Lajoie, S. P., & Azevedo, R. (2000). Cognitive tools for medical informatics. no more wallsIn S. P. Lajoie (Ed.), Computers as cognitive tools (Vol. ii, pp. 247–273). Mahwah, NJ: Lawrence Erlbaum Associates.
go back to reference Moore, S., & Tillberg-Webb, H. (2023). Ethics and educational technology: Reflection, interrogation, and design as a framework for practice. Routledge.CrossRef Moore, S., & Tillberg-Webb, H. (2023). Ethics and educational technology: Reflection, interrogation, and design as a framework for practice. Routledge.CrossRef
go back to reference Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M. E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernandez, M., Alani, H., Brendt, B., Kruegel, T., Heinze, C., ... Staab, S. (2020). Bias in data‐driven artificial intelligence systems—An introductory survey. WIRES Data Mining and Knowledge Discovery, 10(3), e1356. https://doi.org/10.1002/widm.1356 Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M. E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernandez, M., Alani, H., Brendt, B., Kruegel, T., Heinze, C., ... Staab, S. (2020). Bias in data‐driven artificial intelligence systems—An introductory survey. WIRES Data Mining and Knowledge Discovery, 10(3), e1356. https://​doi.​org/​10.​1002/​widm.​1356
go back to reference Plato. (1990). Phaedrus. In P. Bizzell and B. Herzberg (Eds.), The rhetorical tradition: Readings from classical times to the present (pp. 113–143). Bedford Books. Plato. (1990). Phaedrus. In P. Bizzell and B. Herzberg (Eds.), The rhetorical tradition: Readings from classical times to the present (pp. 113–143). Bedford Books.
go back to reference Poole, D. L., & Mackworth, A. K. (2010). Artificial intelligence: Foundations of computational agents. Cambridge University Press.CrossRef Poole, D. L., & Mackworth, A. K. (2010). Artificial intelligence: Foundations of computational agents. Cambridge University Press.CrossRef
go back to reference Salomon, G., & Perkins, D. N. (2005). Do technologies make us smarter? Intellectual amplification with, of and through technology. In D. D. Preiss & R. Sternberg (Eds.), Intelligence and technology (pp. 71–86). LEA. Salomon, G., & Perkins, D. N. (2005). Do technologies make us smarter? Intellectual amplification with, of and through technology. In D. D. Preiss & R. Sternberg (Eds.), Intelligence and technology (pp. 71–86). LEA.
go back to reference van Joolingen, W. (1999). Cognitive tools for discovery learning. International Journal of Artificial Intelligence in Education, 10(3), 385–397. van Joolingen, W. (1999). Cognitive tools for discovery learning. International Journal of Artificial Intelligence in Education, 10(3), 385–397.
go back to reference Wang, P. (2019). On defining artificial intelligence. Journal of Artificial General Intelligence, 10(2), 1–37.CrossRef Wang, P. (2019). On defining artificial intelligence. Journal of Artificial General Intelligence, 10(2), 1–37.CrossRef
go back to reference Wijekumar, K. K., & Jonassen, D. H. (2007). The role of computer tools in experts’ solving ill-structured problems. Computers in Human Behavior, 23(1), 664–704.CrossRef Wijekumar, K. K., & Jonassen, D. H. (2007). The role of computer tools in experts’ solving ill-structured problems. Computers in Human Behavior, 23(1), 664–704.CrossRef
go back to reference Winne, P. H., & Nesbit, J. C. (2009). Supporting self-regulated learning with cognitive tools. In J. D. Douglas, J. Hacker, & A. C. Graesser (Eds.), Handbook of metacognition in education (pp. 259–277). Routledge. Winne, P. H., & Nesbit, J. C. (2009). Supporting self-regulated learning with cognitive tools. In J. D. Douglas, J. Hacker, & A. C. Graesser (Eds.), Handbook of metacognition in education (pp. 259–277). Routledge.
Metadata
Title
The Change We Work: Professional Agency and Ethics for Emerging AI Technologies
Authors
Stephanie Moore
Amir Hedayati-Mehdiabadi
Victor Law
Sung Pil Kang
Publication date
02-10-2023
Publisher
Springer US
Published in
TechTrends / Issue 1/2024
Print ISSN: 8756-3894
Electronic ISSN: 1559-7075
DOI
https://doi.org/10.1007/s11528-023-00895-1

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