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Collaborative Design of AI-Enhanced Learning Activities

Published 9 Jul 2024 in cs.AI | (2407.06660v1)

Abstract: Artificial intelligence has accelerated innovations in different aspects of citizens' lives. Many contexts have already addressed technology-enhanced learning, but educators at different educational levels now need to develop AI literacy and the ability to integrate appropriate AI usage into their teaching. We take into account this objective, along with the creative learning design, to create a formative intervention that enables preservice teachers, in-service teachers, and EdTech specialists to effectively incorporate AI into their teaching practices. We developed the formative intervention with Terra Numerica and Maison de l'Intelligence Artificielle in two phases in order to enhance their understanding of AI and foster its creative application in learning design. Participants reflect on AI's potential in teaching and learning by exploring different activities that can integrate AI literacy in education, including its ethical considerations and potential for innovative pedagogy. The approach emphasises not only acculturating professionals to AI but also empowering them to collaboratively design AI-enhanced educational activities that promote learner engagement and personalised learning experiences. Through this process, participants in the workshops develop the skills and mindset necessary to effectively leverage AI while maintaining a critical awareness of its implications in education.

Summary

  • The paper introduces a collaborative design framework that empowers educators to co-create AI-enhanced learning activities, bridging technology and creative pedagogy.
  • It employs structured workshops and the #PPAI6 model to streamline the development of personalized, engaging educational experiences.
  • The findings emphasize the importance of AI literacy for addressing ethical challenges while enhancing learner autonomy and critical thinking.

Collaborative Design of AI-Enhanced Learning Activities: Addressing AI Literacy in Education

The paper "Collaborative Design of Artificial Intelligence-Enhanced Learning Activities" by Margarida Romero examines the integration of AI into educational practices, focusing on developing AI literacy among educators. The study introduces a formative intervention involving preservice teachers, in-service teachers, and educational technology (EdTech) specialists, highlighting the intersection of AI and creative pedagogy.

The research framework was developed in collaboration with Terra Numerica and Maison de l'Intelligence Artificielle (MIA) and carried out in two phases. The aim is to empower educators by enhancing their understanding and use of AI in educational contexts. The study seeks to bridge the gap between AI technology and instructional practice by facilitating the collaborative design of AI-enhanced learning activities that promote learner engagement and personalized educational experiences.

Romero's work acknowledges the dichotomy in the role of AI in education. While AI presents significant opportunities for enhancing creative pedagogies and fostering adaptability, critical thinking, and problem-solving skills, it also introduces challenges related to ethics and equity. Concerns include the risk of diminishing human agency and judgment as AI automates and mystifies activities traditionally involving human involvement. Hence, cultivating a critical awareness of AI's implications alongside its adoption is imperative.

The paper contributes to the discourse on AI-enhanced learning design by proposing a practical and structured approach, illustrated through workshops that employ the #PPAI6 model framework. This model delineates six levels of creative engagement with AI, from passive consumption of AI-generated content to expansive learning experiences where learners co-create knowledge with AI. Such a framework advocates for harnessing AI's potential beyond mere process automation, fostering a synergistic partnership between human creativity and AI's computational agility.

The workshop outcomes suggest that the proposed co-design template aids in reducing development time for AI-enhanced learning activities, while also facilitating focused coordination in designing such activities. This pragmatic tool is instrumental for educators to integrate AI into their teaching practices effectively.

From a theoretical perspective, the study supports the evolving narrative of human-AI collaboration within creative pedagogical contexts. By adopting expansive learning approaches, the potential for AI in educational paradigms can be leveraged to augment teaching and learning activities, thus enhancing learner agency and creativity.

Practically, the findings emphasize a path forward for integrating AI in education, urging stakeholders to focus on developing AI literacy. As AI systems become more accessible and prevalent, educators are encouraged to engage with AI critically and creatively to unlock its transformative potential in instructional settings.

Future explorations may further investigate the progression through levels of creative engagement with AI, as stipulated in the #PPAI6 model, and identify strategies to promote expansive learning experiences through AI integration. This approach offers promising prospects for deepening human-AI interactions and fostering innovative educational practices.

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