AI in Action for Transformative Pathways in STEM Teaching and Learning
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Beschreibung
This book addresses the transformative role of artificial intelligence in STEM teaching and learning, moving beyond the long-standing debate over "technology" in education to frame AI as a profound paradigm shift. It provides a comprehensive examination of how AI-powered systems, from chatbots and adaptive simulations to intelligent tutoring platforms, are redefining the nature of learning itself, including how knowledge is produced, validated, and pursued in pursuit of educational equity. Structured around four thematic pillars: Future Directions and Interdisciplinarity; Ethical Use and Philosophical Perspectives; Teacher Readiness and Education, and AI-Integrated Learning Environments, this volume brings together global research and practical case studies to bridge theory and classroom application.
The work specifically addresses critical gaps in existing literature, such as the predominance of short-term, small-scale studies and the lack of interdisciplinary applications. By exploring AI as a cognitive partner, a pedagogical catalyst, and an ecosystem architect, the work demonstrates that AI literacy must become integral to STEM education. It further emphasizes that ethical sensitivity regarding algorithmic bias, data privacy, and environmental sustainability, alongside computational thinking skills such as abstraction, are essential for responsible integration. Ultimately, this book provides a comprehensive roadmap for preparing learners not just to navigate but to critically question, collaborate with, and improve a complex, AI-augmented world.
This book addresses the transformative role of artificial intelligence in STEM teaching and learning, moving beyond the long-standing debate over "technology" in education to frame AI as a profound paradigm shift. It provides a comprehensive examination of how AI-powered systems, from chatbots and adaptive simulations to intelligent tutoring platforms, are redefining the nature of learning itself, including how knowledge is produced, validated, and pursued in pursuit of educational equity. Structured around four thematic pillars: Future Directions and Interdisciplinarity; Ethical Use and Philosophical Perspectives; Teacher Readiness and Education, and AI-Integrated Learning Environments, this volume brings together global research and practical case studies to bridge theory and classroom application.
The work specifically addresses critical gaps in existing literature, such as the predominance of short-term, small-scale studies and the lack of interdisciplinary applications. By exploring AI as a cognitive partner, a pedagogical catalyst, and an ecosystem architect, the work demonstrates that AI literacy must become integral to STEM education. It further emphasizes that ethical sensitivity regarding algorithmic bias, data privacy, and environmental sustainability, alongside computational thinking skills such as abstraction, are essential for responsible integration. Ultimately, this book provides a comprehensive roadmap for preparing learners not just to navigate but to critically question, collaborate with, and improve a complex, AI-augmented world.
Empowers teachers as essential designers of AI-enhanced learning Democratizes access to STEM through AI-powered simulations and local models Bridges STEM logic with the probabilistic nature of generative AI
Autor*in
Filiz Mumcu
Themen in »AI in Action for Transformative Pathways in STEM Teaching and Learning«
Computing education Mathematics education STEAM education AI-supported smart learning environments Ethical challenges of AI in STEM education Intelligent tutoring platforms ChatGPT in teacher education GenAI in higher education Chatbots in STEM education K-12 education