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Jul 30, 2025 · 14 min read · By Sabah Farshad (STAYTEAM)
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.
Abstract
Focusing on makerspaces and FabLabs, this report explores AI-Mediated Socio-Emotional Learning (AI-SEL). It details the use of Genetic Algorithms for personality-optimized group formation and Multimodal Learning Analytics (MMLA) to track joint attention and physiological synchrony. The analysis covers 'Vulnerable Machines' that model uncertainty to build psychological safety in design teams.
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