Artificial Intelligence (AI) has revolutionized industries, with Large Language Models (LLMs) at the forefront. These powerful systems, like ChatGPT, Google Gemini, and Microsoft's Co-Pilot, drive the cutting-edge of AI capabilities. However, their extensive energy and cost demands, requiring significant data center resources, pose challenges in scalability and accessibility, especially for global end-users.