At its core, GPT-4 is built upon the transformative approach of generative pre-training, a methodology that has underpinned the entire GPT series. However, GPT-4 extends this foundation with significant improvements in model architecture, training techniques, and data utilization. These enhancements enable GPT-4 to achieve a deeper understanding of language and context, facilitating a more seamless and intuitive interaction between humans and machines.