Understanding AMALE: A Simple Guide to the Future of Smart Learning
Year: 2026
Type: article
Abstract: How artificial intelligence is changing education for everyone: a common person's guide to the Adaptive Multi-Modal AI Learning Ecosystems (AMALE) framework, the research system that combines neural networks, decision-making algorithms, game theory, natural language processing and computer vision to adapt teaching to each learner. This plain-language companion to the AMALE research paper explains what the system does, the results behind it, what it means for students, teachers and parents, and the questions it raises, with no technical background assumed. Companion guide to: Vekuh, P. (2025), Adaptive Multi-Modal AI Learning Ecosystems: A Novel Framework for Integrating Neural Networks, Decision-Making Algorithms, and Game Theory in Advanced Educational Environments, ResearchGate.
Author: Vekuh, Primus
Institution: University of the Cumberlands
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7225262770
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