A general-audience introduction to Large Language Models covering the core technical components behind modern AI assistants. Karpathy explains how LLMs function as the center of an emerging operating system that coordinates tools and resources for problem-solving. The talk covers training processes, the compression of internet-scale text into model parameters, security challenges including jailbreaking and prompt injection, and the path toward deeper reasoning and self-improvement.

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