Intro to Large Language Models — Andrej Karpathy

HN recommends it as the dense, approachable starting point for understanding LLMs and often cites it for specific claims about scaling and training.

Andrej Karpathy gives a one-hour general-audience introduction to large language models, covering what they are, how they are trained, comparisons to operating systems, and security challenges such as jailbreaks.