A provocative proposal challenges AI's relentless scaling trend, suggesting inspiration from human cognition: a small, motivation-driven core that prioritizes curiosity, index-based memory, and emotional tagging over massive data and parameters. This 'BrainOS' concept aims for efficient, flexible intelligence on everyday hardware, sparking debate on fundamental AI architecture.