An Exploration Into the Mechanisms and Evolution of GPT Models
Fatima Barakat AlShannaq, Mohammad Shehab, Anwar H. Al-Assaf, Esraa Alhenawi, Shatha Awawdeh · Advances in educational technologies and instructional design book series · 2024
This chapter of the book explores the development and capabilities of Generative Pre-trained Transformers (GPT) models, tracing their evolution and comparing them with other AI language models. It delves into practical applications across domains, emphasizing GPT's role in generating human-like text, aiding natural language understanding, and supporting conversational AI. The chapter discusses the profound implications of GPT's capabilities, including opportunities for automating content creation. Additionally, it critically examines limitations and ethical concerns, addressing issues like biased language generation, potential misinformation, and privacy and data security. The overall aim is to provide a comprehensive and responsible perspective on developing and deploying GPT models.