On 13 April 2026 (Monday), The Institute for Higher Education Research and Development (IHERD) was honored to host Prof. Barbara OAKLEY for a featured session of the IHERD Distinguished Speaker Series. A world-renowned expert in the sciences of learning, Prof. Oakley delivered a provocative and timely seminar titled, "Building Minds in the Age of AI: Why Smarter Technology Is Making Us Dumber."
Prof. Oakley is a Distinguished Professor of Engineering at Oakland University, a 2023 Harold McGraw Prize winner, and the creator of Learning How to Learn, one of the world’s most popular Massive Open Online Courses (MOOCs). Her best-selling books, including A Mind for Numbers and Learn Like a Pro, are celebrated for translating complex neuroscience into practical, life-changing study habits.
Navigating the Intersection of Neuroscience and AI
During the seminar, Prof. Oakley explored the critical intersection of human neuroscience and generative AI, providing a roadmap for maintaining cognitive depth in an automated world. She highlighted the distinction between two essential learning systems:
- The Declarative System: Step-by-step and flexible, yet demanding of conscious effort.
- The Procedural (Automatic) System: Fast, intuitive, and habitual—the bedrock of true expertise.
Prof. Oakley cautioned that over-reliance on AI for instant answers risks bypassing the procedural system. "If we offload all our thinking to technology, we bypass the unconscious habit-formation part of the brain where intuition resides," she noted. In the age of AI, the internalisation of knowledge is more critical than ever.
From "Grokking" to Mastery
A key highlight of the lecture was Prof. Oakley’s comparison between modern AI development and human neural pathways. Referencing the seminal 2017 paper "Attention is All You Need," she explained how transformer-based models mirror human information flow. She introduced the concept of "Grokking"—a phase where over-trained AI models transition from mere memorisation to simplified, intuitive patterns. Prof. Oakley argued that human learners must reach a similar state of "automaticity" to truly master a subject. This is achieved through techniques like interleaving (mixing different topics) and memorising foundational information to free up working memory for higher-level problem-solving.
The Future of Pedagogy
The event concluded with a discussion on the balance between lecture-based and active learning. Prof. Oakley emphasised that while active learning is vital for deep understanding, structured lectures remain an efficient way to transmit foundational knowledge. This balanced perspective aligns with the PolyU Education 4.0 (E4.0) initiative, which champions a student-centred approach to teaching. During an engaging Q&A session, Prof. Oakley addressed the practical benefits of AI in language learning, as it provides students with immediate feedback and encourages constant interaction.
In addition to the IHERD Distinguished Speaker Series, Prof. Oakley delivered a dedicated seminar for students entitled “How Your Brain Really Learns: Practical Strategies for Students,” sparking vibrant discussion and providing actionable tools for academic success.
| Research Units | Institute for Higher Education Research and Development |
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