In this episode, hosts Koby Pierce and Leifur Steinn Gunnarsson delve into the world of Artificial Intelligence (AI). They explore the fundamentals of AI, from neural networks and transformers to real-world applications like ChatGPT and Tesla's Full Self-Driving. The discussion covers the difference between inference and compute, the role of GPUs, and emerging trends in AI hardware. Whether you're a tech enthusiast or a professional in the industry, this episode offers valuable insights into the past, present, and future of AI. 00:00 Introduction 01:00 Defining AI 03:00 Understanding Large Language Models (LLMs) 06:00 Neural Networks and AI Basics 10:00 Real-World Applications of AI 15:00 AI in Tesla's Full Self-Driving 20:00 Inference vs. Compute 27:00 Trends in AI Hardware 30:00 The Future of AI