This video from 3Blue1Brown delves into the mechanics of Large Language Models (LLMs), particularly the transformer architecture. It explains the processes of data flow, tokenization, embeddings, attention mechanisms, and the role of parameters in models like GPT-3, making complex concepts accessible through visual explanations.