This book, which is the final part of a trilogy on research in the area of philosophy of education, following Virtual Teacher: Cognitive Approach to e-Learning Material, and Cognitive Education and Transdisciplinary Models for Teaching, embarks on an ambitious journey of providing potential explanations of how to optimally meet the needs and requirements of our future society. Thus, the primary purpose of this book is to shed light on issues related to teaching and learning based on contemporary trends and approaches from the field of information and communication technologies and artificial intelligence. Furthermore, it relates the above to the set-up of modern learning environments, whether they are referred to as intelligent learning materials (e-learning materials), intelligent tutoring systems (ITS), or learning management systems (LMS). With this in mind, a universal meta-model (cognitive machine) for a contemporary transdisciplinary learning strategy is proposed here, based on cybernetic theory and methods of AI. The book may well provoke cognitive dissonance and intellectual unease, as it explores cognitive theories and inspires researchers and teachers to update and invigorate some of the theories that have been embedded in their minds since their own school years. In order for this to happen, it provides readers with many valuable insights and introduces new experiences resulting from alternative teaching practices.