This post argues against labeling LLMs as ‘thinking’ entities, advocating for a focus on predictive algorithms that can enhance carbon-smart cities, optimize data center efficiency, and improve educational environments through smarter, data-driven approaches. Key methods discussed include predictive modeling and AI literacy in various sectors.