Generative Artificial Intelligence (AI) has recently captured global attention, yet the foundations of this technology were laid decades ago. The first lesson of the Generative AI for Beginners course introduces the evolution of generative AI and explains how large language models (LLMs) function. The course is based on an open-source curriculum available on GitHub and aims to provide a structured introduction to the principles behind modern AI systems. Large language models