LLM

Intro to Large Language Models

A crisp 1-hour introduction to LLMs for a general technical audience. Karpathy covers what language models are, how they work at a high level, the emerging 'System 2' reasoning capabilities, and the security challenges they introduce — without requiring a machine learning background.

This 1-hour talk is Karpathy's go-to primer for engineers and developers who want a clear conceptual map of what LLMs are without diving into training code. He covers the two-stage training process, the nature of LLM 'thinking', future directions like multi-modality and long-context reasoning, and new attack surfaces such as prompt injection. A great starting point before going deeper.

LLMIntroAndrej KarpathyNeural NetworksAI Education

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