For a Singularity Pedagogy
artificial intelligences and digital technologies in support of writing education, a quasi-experiment with the linguistic model GPT-3
DOI:
https://doi.org/10.4454/graphos.38Keywords:
integration between writing forms, GPT-3, artificial intelligence in support of education, digital storytelling, TPACKAbstract
With the advent of artificial intelligence models like Generative Pre-training Transformer 3 (GPT-3), there has been an increase in the interest in using these tools to support writing learning. However, there have also been concerns about the potential impact of these systems on the creativity and the individuality of students in the Z and Alpha generations. Futurist Ray Kurzweil's prediction suggests orienting the future of education towards a Singularity Pedagogy as a response to a civilizing adaptation in view of an increasingly digital society that calls for strictly human qualities like responsibility, wisdom, and ethics. Working collaboratively with artificial intelligences in the field of education, using them as tools to support learning and problem solving, will give us the opportunity to adopt a technocritical and ethical attitude towards technological progress. For example, this quasi-experiment has shown the possibility of supporting writing learning in an alternative way with the development of artificial intelligence models. In particular, GPT-3 is able to generate human-like texts and to understand the context in which they are used: this makes it possible to use it as a writing teaching support tool, providing personalized feedback and suggestions based on individual needs.
References
Alismail A., H. (2015). Integrate Digital Storytelling in Education. Journal of Education and Practice, No 27 (9), pp. 126-129, recuperato da https://files.eric.ed.gov/fulltext/EJ1082416.pdf.
Alterio M., McDrury J. (2003). Learning Through Storytelling in Higher Education. Using Reflection and Experience to Improve Learning. Londra: Routledge.
Allado-McDowell K. (2020). Pharmako-AI. Londra: Ignota.
Baschiera B. (2015). Digital Storytelling: A powerful Cooperative Learning methodology for inclusive education and the acquisition of citizenship key-competencies. Formazione & Insegnamento, 12(3), pp. 181–188. Recuperato da https://ojs.pensamultimedia.it/index.php/siref/article/view/1127.
Bruner J. (1991). The narrative construction of reality. Critical inquiry, 18 (1), pp. 1-21.
Bruner J. (2002). La fabbrica delle storie. Diritto, letteratura, vita. Bari: Editori Laterza.
Calabrese S. (2020). Neuronarrazioni. Milano: Editrice Bibliografica.
Cappuccio G. (2015). DIGITAL STORYTELLING AT THE UNIVERSITY. In INTED2015 - 9th International Technology, Education and Development Conference, pp. 5204-5210. Madrid: IATED.
Chomsky N. (2006). Language and Mind. Third edition. Cambridge: Cambridge University Press.
Coggi C., Ricchiardi P. (2005). La ricerca empirica in educazione. Roma: Carocci Editore.
Cochran L. (1997). Career Counseling: A Narrative Approach. Thousand Oaks: SAGE Publications.
Cometa M. (2017). Perché le storie ci aiutano a vivere. Milano: Raffaello Cortina Editore.
Dale R. (2021). GPT-3: What’s it good for?. Natural Language Engineering (Cambridge), Dec; 27(1), pp. 113-118. https://doi.org/10.1017/S1351324920000601.
De Beni M. (1998). Prosocialità e altruismo. Guida all'educazione socio-affettiva. Trento: Erickson.
Demetrio D. (1996). Raccontarsi. L’autobiografia come cura di sé. Milano: Raffaello Cortina.
Demetrio D. (2012). Educare è narrare. Le teorie, la pratica, la cura. Milano: Mimesis Edizioni.
De la Fuentes Abarca V. (2021). Poems from a metal heart. A poetry book by an Artificial Intelligence: Exploring the use of AI to write a poetry book and the implications of machine learning in our age. Self-Publishing.
Francescato D., Putton, A., Cudini S. (2005). Star bene insieme a scuola. Strategie per un'educazione socio-affettiva dalla materna alla media inferiore. Roma: Carocci.
Goodwin R., McDowell K., AI Wordcar. (2018). 1 The Road: by an Artificial Neural Network. Parigi: Jean Boite Editions.
Google Inc., Google Creative Lab, Khalid Warsame, Jamie Marina Lau, Tegan Elizabeth Webb. (November 19 2019). A.I. Experiments: Precursors to a Digital Muse. Fabric of Digital Life. https://fabricofdigitallife.com/Detail/objects/4787.
Gysbers N., C. (2006). Using Qualitative Career Assessments in Career Counselling with Adults. International Journal for Educational and Vocational Guidance, 6 (2), pp. 95- 108.
Jenkins H. (2006). Confronting th Challenges of Participatory Culture: Media Education for the 21st Century. Chicago: MacArthur Foundation.
Kerouac J. (1959). On the Road. New York: The Wiking Press.
Kublik S., Saboo S. (2022). Gpt-3: Building Innovative Nlp Products Using Large Language Models. Sebastopol: O’Reilly Media.
Kurzweil R. (2008). La singolarità è vicina. Milano: Apogeo.
Lambert J. (2012). Digital Storytelling. New York: Routledge.
Lavanco G. (2021). Venti Lemmi. Per una psicologia del fare. Palermo: Palermo University Press.
Lipman M. (1988). Philosophy Goes to School. Philadelphia: Temple University Press.
Longo L., La Marca A., Martino F. (2021). Digital skills e consapevolezza metacognitiva: prospettive di sviluppo professionale dei docenti universitari neoassunti. LLL, 17, pp. 166-182.
Marinelli A., Ferri P. (2019). New media literacy e processi di apprendimento. In H. Jankins (Introduzione). Culture partecipative e competenze digitali. Media education per il XXI secolo. Milano: Edizioni Angelo Guerini e Associati.
Mazzarella M. (2022) I programmi scolastici e la transizione digitale del personale docente (p. 35-42). In Valerio Bontempi LO STATO DIGITALE NEL PIANO NAZIONALE DI RIPRESA E RESILIENZA. Roma: Roma TrE-Press.
McCrindle M., Fell A. (2021). Generation Alpha. Understanding our children and helping them thrive. Londra: Hachette.
Mishra P., & Koehler M. J. (2006). Technological Pedagogical Content Knowledge: A Framework for Teacher Knowledge. Teachers College Record, 108(6), pp. 1017–1054. https://doi.org/10.1111/j.1467-9620.2006.00684.x
Nowotny H. (2021). In AI We Trust: Power, Illusion and Control of Predictive Algorithms. Cambridge: Polity Press.
OECD (2021), Education at a Glance 2021: OECD Indicators. Parigi: OECD Publishing, https://doi.org/10.1787/b35a14e5-en.
Ranieri M., Pieri M. (2014). Mobile Learning. Dimensioni teoriche, modelli didattici, scenari applicativi. Milano:Edizioni Uncopli.
Robin B. (2016). The Power of Digital Storytelling to Support Teaching and Learning. Digital Education Review, No. 30, pp. 17-29. Recuperato da https://files.eric.ed.gov/fulltext/EJ1125504.pdf.
Romero A. (2022). GPT-4 Rumors From Silicon Valley. https://thealgorithmicbridge.substack.com/p/gpt-4-rumors-from-silicon-valley?.
Shulman L. S. (1986). Those who understand: Knowledge growth in teaching. Educational Researcher, 15, pp. 4-14.
Smorti A. (1994). Il pensiero narrativo: costruzione di storie e sviluppo della conoscenza sociale. Firenze: Giunti.
Tanica R. (2022). Non siamo mai stati sulla Terra. Milano: Il Saggiatore.
Vansielehem N., Vlieghe J., Zahn M. (2019). Education in the Age of the Screen: Possibilities and Transformations in Technology. Londra: Routledge.
Volpi B. (2021). Docenti digitali. Insegnare e sviluppare nuove competenze nell'era di Internet. Bologna: Il Mulino.
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