Artificial intelligence (AI) holds transformative potential in education, enabling personalized learning, enhancing inclusivity, and encouraging creativity and curiosity. In this article, we explore how large language models (LLMs) can act as both patient tutors and collaborative partners to enhance education delivery. As tutors, LLMs personalize learning by offering step-by-step explanations and addressing individual needs, making education more inclusive for students with diverse backgrounds or abilities. As collaborators, they expand students’ horizons, supporting them in tackling complex, real-world problems and cocreating innovative projects. However, to fully realize these benefits, LLMs must be leveraged not as tools for providing direct solutions but rather to guide students in developing resolving strategies and finding learning paths together. Therefore, a strong emphasis should be placed on educating students and teachers on the successful use of LLMs to ensure their effective integration into classrooms. Through practical examples and real-world case studies, this article illustrates how LLMs can make education more inclusive and engaging while empowering students to reach their full potential.
Beyond Answers: How large language models can pursue strategic thinking in education / Grassucci, Eleonora; Grassucci, Gualtiero; Uncini, Aurelio; Comminiello, Danilo. - In: IEEE SIGNAL PROCESSING MAGAZINE. - ISSN 1053-5888. - 42:6(2026). [10.1109/MSP.2025.3589180]
Beyond Answers: How large language models can pursue strategic thinking in education
Eleonora Grassucci
Primo
Writing – Original Draft Preparation
;Gualtiero GrassucciSecondo
Conceptualization
;Aurelio UnciniPenultimo
Supervision
;Danilo ComminielloUltimo
Supervision
2026
Abstract
Artificial intelligence (AI) holds transformative potential in education, enabling personalized learning, enhancing inclusivity, and encouraging creativity and curiosity. In this article, we explore how large language models (LLMs) can act as both patient tutors and collaborative partners to enhance education delivery. As tutors, LLMs personalize learning by offering step-by-step explanations and addressing individual needs, making education more inclusive for students with diverse backgrounds or abilities. As collaborators, they expand students’ horizons, supporting them in tackling complex, real-world problems and cocreating innovative projects. However, to fully realize these benefits, LLMs must be leveraged not as tools for providing direct solutions but rather to guide students in developing resolving strategies and finding learning paths together. Therefore, a strong emphasis should be placed on educating students and teachers on the successful use of LLMs to ensure their effective integration into classrooms. Through practical examples and real-world case studies, this article illustrates how LLMs can make education more inclusive and engaging while empowering students to reach their full potential.| File | Dimensione | Formato | |
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