https://ojs.piscomed.com/index.php/AII/issue/feedAI Insights2025-07-24T02:53:47+00:00Iris Lieditorial-aii@piscomed.comOpen Journal Systems<p>AI Insights (AII) is an international, open-access journal that welcomes original scientific contributions across the entire spectrum of artificial intelligence (AI). It covers a wide range to AI and its diverse applications including machine learning, natural language processing, computer vision, intelligent agents and multi-agent systems, robotics and so on.</p> <p>AII publishes research articles, review papers, short communications and so on. Full experimental details should be provided so that the results can be reproduced.</p>https://ojs.piscomed.com/index.php/AII/article/view/4889Beyond the black box: How fuzzy logic and multi-modal AI are revolutionizing personalized education 2025-07-24T02:53:47+00:00Zongwen Fanzongwen.fan@hqu.edu.cn<p>In classrooms around the world, educators are drowning in data—but starving for insight. Quiz scores, video engagement, homework submissions, and login timestamps: all are logged, analyzed, and visualized. Yet these numbers rarely answer the deeper questions. Why is a student struggling? What kind of support do they need? Most educational AI systems treat data points as isolated facts, ignoring the tangled web of factors that shape learning.</p>2025-07-24T00:00:00+00:00Copyright (c) 2025 Author(s)