AI Integration in Kindergarten Education: An Inclusive Framework for Special Needs
Dr. Aruna Dayanatha PhD Introduction Inclusive early education aims to ensure all children – regardless of ability or background – have equitable learning opportunities. Yet worldwide an estimated 240 million children live with disabilities, and nearly half of them are out of school. Artificial Intelligence (AI) has emerged as a promising tool to address such […]
Integrating AI in Primary Education: A Unified Maturity Framework for Inclusion
By Dr. Aruna Dayanatha PhD Foundation for AI Use in Primary Education Artificial Intelligence (AI) is increasingly making its way into primary classrooms, offering new tools to enrich learning and ease teacher workloads. Since the debut of accessible AI models like ChatGPT in late 2022, educators’ attitudes have shifted from fear of cheating or job […]
Evolving Leadership Thinking in the Age of AI: The Rise of AI-Augmented Decision Making
By Dr Aruna Dayanatha PhD Introduction: The Original Framework of Leadership Thinking In an increasingly complex and volatile world, traditional leadership is no longer enough. Jeroen Kraaijenbrink, in collaboration with Harvard Business Review, proposed a compelling framework titled “The 4 Types of Thinking Leaders Need in a World of FLUX.” This model categorizes essential thinking […]
AI in Education: A Continuum of Maturity Across Learning Stages
By Dr. Aruna Dayanatha PhD Executive Summary Artificial Intelligence (AI) is redefining education, from interactive storytelling in kindergarten to AI-supported research at the tertiary level. However, the successful integration of AI into learning environments must be developmentally appropriate and aligned with pedagogical theories at each stage. This white paper presents a consolidated AI Integration Maturity […]
AI in Tertiary Education: A Maturity Framework for Autonomous and Critical Learners
By Dr. Aruna Dayanatha PhD Introduction Tertiary education is not simply about knowledge consumption—it is about cultivating independent thinkers, critical researchers, and self-directed professionals. At this level, students are expected to question assumptions, navigate ambiguity, and produce original insights. As Artificial Intelligence (AI) becomes a visible presence in higher education, its role must be carefully […]
AI in Secondary Education: A Maturity Framework Anchored in Adolescent Learning Theories
By Dr. Aruna Dayanatha PhD Introduction Secondary education plays a pivotal role in shaping not only academic ability but also personal identity, ethical reasoning, and future direction. Learners aged 12–18 begin to think abstractly, reason independently, and explore who they are in society. As AI systems enter classrooms, their role must shift from mere instructional […]
AI in Secondary Education: A Maturity Framework Anchored in Adolescent Learning Theories
By Dr. Aruna Dayanatha PhD Introduction Secondary education plays a pivotal role in shaping not only academic ability but also personal identity, ethical reasoning, and future direction. Learners aged 12–18 begin to think abstractly, reason independently, and explore who they are in society. As AI systems enter classrooms, their role must shift from mere instructional […]
AI in Secondary Education: A Maturity Framework Anchored in Adolescent Learning Theories
By Dr. Aruna Dayanatha PhD Introduction Secondary education plays a pivotal role in shaping not only academic ability but also personal identity, ethical reasoning, and future direction. Learners aged 12–18 begin to think abstractly, reason independently, and explore who they are in society. As AI systems enter classrooms, their role must shift from mere instructional […]
Unlocking True AI Value: The AI Business Integration Maturity Model
By Dr. Aruna Dayanatha Artificial Intelligence (AI) is no longer the future—it is here, shaping how businesses operate, innovate, and serve their customers. Yet, for many organizations, AI remains an underutilized asset. While pockets of experimentation are common, few firms have managed to embed AI deeply and cohesively across their structure. To address this gap, […]
The Augmented Past: How AI is Transforming the Nature of Evidence and Reality Reconstruction
We live in an age where the nature of evidence is being fundamentally transformed. No longer confined to static documents, testimony, or CCTV footage, evidence is now dynamic, immersive, and augmented. The evolution is not just technological — it’s philosophical. What we now present as proof isn’t merely a record of the past; it’s a […]