Over the past five years, the AI landscape has undergone a transformative revolution, driven by breakthroughs in large language models like ChatGPT, Llama 3.3, and DeepSeek R1. Innovations in Transformer architecture, attention mechanisms, and efficiency optimizations have redefined scalability and performance, enabling machines to generate human-like text with unprecedented precision.