Supervising Ralph Wiggum: Exploring a Metacognitive Co-Regulation Agentic AI Loop for Engineering Design

Researchers developed a novel Co-Regulation Design Agentic Loop (CRDAL) system that uses metacognitive agents to improve AI-driven engineering design by reducing design fixation. The system showed better performance than traditional approaches in battery pack design tasks without significantly increasing computational costs.