Generative AI and large language models (LLMs) are currently gaining significant attention—not only in the cloud but also in their integration and utilization within embedded systems. In this talk, we will explore the fundamentals of LLMs from the perspective of embedded engineers, including what LLMs are, the technical background behind the growing demand for “Edge LLMs,” the latest trends in the field, and the real-world challenges and creative solutions encountered during implementation.