This teaching resource presents a practical approach to integrating generative AI into higher education classrooms through a Human–AI collaborative learning model. Rather than treating AI as a tool for producing answers, the instructional design positions AI as a thinking partner that supports questioning, discussion, idea refinement, and decision-making throughout the learning process. The report demonstrates how AI can be incorporated into concept discussions, case analyses, and project-based learning while maintaining active student engagement and critical thinking. It also shares implementation experiences, classroom observations, and practical guidelines that may assist instructors who are interested in adopting AI-supported teaching in their own courses.
Proposes a zero-copy architecture that eliminates the CPU/GPU data transfer bottleneck in Physics-AI workloads by leveraging Apple Silicons unified memory. Describes a pipeline where particle simulation data (OpenFPM/Metal) resides in shared memory that MLX neural networks can re…
## ALTERNATIVE TITLES ### Alternative Title 1 (Comprehensive)**"AI-Driven Transformation in Metallurgical Engineering: From Microstructure Analysis to Smart Manufacturing and Sustainable Production"** ### Alternative Title 2 (Process-Focused)**"Machine Learning and Deep Learning…
This textbook module examines the intersection of cognitive neuroscience, pedagogy, and artificial intelligence as they converge in the secondary school classroom. Beginning with the theory of mental rigor — the disciplined, sustained exertion of focused cognitive effort as a bio…
The digitalization of public procurement presents a critical opportunity to enhance governmental efficiency, transparency, and supply chain performance. However, integrating artificial intelligence into public sector contracting is frequently bottlenecked by legacy institutional…
This study examined the impact of generative AI chatbots on secondary school students' historical empathy and inquiry-based learning in Sabah, Malaysia. Utilizing a quasi-experimental design, the intervention integrated AI-driven simulations into history classrooms to allow stude…
Effective inventory and sales management is crucial in the physical retail stores, directly impacting operational efficiency, customer satisfaction and cost. Integration of Digital Twin technology along with AI and RFID offers significant potential for optimise these functions. W…