Artificial Intelligence for Optimal Learning: A Comparative Approach towards AI-Enhanced Learning Environments
Ananth Hariharan
TL;DR
The paper investigates how AI and non-AI technologies reshape educational environments and equity. It compares traditional, non-AI technology-enhanced, and AI-enhanced pedagogy and introduces TriDENT as an integrative framework. It analyzes outcomes, engagement, pedagogy, and ethics, proposing a blended model that leverages the strengths of each approach. The work outlines practical pathways to deploy AI in education while mitigating privacy, bias, and digital-divide challenges, with implications for policy and classroom practice.
Abstract
In the rapidly evolving educational landscape, the integration of technology has shifted from an enhancement to a cornerstone of educational strategy worldwide. This transition is propelled by advancements in digital technology, especially the emergence of artificial intelligence as a crucial tool in learning environments. This research project critically evaluates the impact of three distinct educational settings: traditional educational methods without technological integration, those enhanced by non-AI technology, and those utilising AI-driven technologies. This comparison aims to assess how each environment influences educational outcomes, engagement, pedagogical methods, and equity in access to learning resources, and how each contributes uniquely to the learning experience. The ultimate goal of this research is to synthesise the strengths of each model to create a more holistic educational approach. By integrating the personal interaction and tested pedagogical techniques of traditional classrooms, the enhanced accessibility and collaborative tools offered by non-AI technology, and the personalised, adaptive learning strategies enabled by AI-driven technologies, education systems can develop richer, more effective learning environments. This hybrid approach aims to leverage the best elements of each setting, thereby enhancing educational outcomes, engagement, and inclusiveness, while also addressing the distinct challenges and limitations inherent in each model. The intention is to create an educational framework deeply attentive to the diverse needs of students, ensuring equitable access to high-quality education for all.