Oct 18, 2025
The Cognitive Coupling: Transforming Engineering Education and Design in the Age of AI
Preparing for 2035 scenarios: Balancing cognitive augmentation against the threat of black-box stagnation.
PDFAgentic AI in Collaborative Engineering: The Ontological Shift from Tool to Teammate
An investigation into the transition from passive CAD tools to autonomous AI agents that reason and act within engineering workflows.
The Cognitive Mesh: Transforming Collaborative Design via Generative AI
Exploring how GenAI and LLMs resolve organizational entropy in concurrent engineering through semantic interoperability.
Cognitive Co-Intelligence: Transforming Engineering Pedagogy through Collaborative Agents
An analysis of AI-driven social regulation and the Habermas Machine in project-based engineering education.
The Systems Turn in Educational AI: Risks, Opportunities, and Structural Integration
A comprehensive analysis of the systemic impacts of AI in education using SETI and Activity Theory frameworks.
Bridging the Gap: GenAI as a Catalyst for Resilience in Challenge-Based Learning
How AI serves as a socio-emotional and socio-technical bridge in active student-centered pedagogies.
The Architecture of Empathy: Optimizing Socio-Emotional Dynamics in Design Education
Leveraging Multimodal Learning Analytics (MMLA) and social robots to engineer emotionally resilient learning environments.
Algorithmic Alchemy: The Convergence of Generative AI, Topology Optimization, and Lifecycle Assessment in Net-Zero Manufacturing
How the convergence of AI, Topology Optimization, and real-time LCA is transforming the DNA of sustainable production.