EP29: Intro to Large Language Models by Andrej Karpathy

Disclaimer: This podcast is completely AI generated by ⁠⁠⁠⁠NoteBookLM⁠⁠⁠⁠ 🤖 Summary This video from Andrej Karpathy, a former Director of AI at Tesla, offers an in-depth overview of large language models (LLMs), explaining how these powerful technologies are trained, how they work and the potential they possess. The video explores the two main stages of training: pre-training, where LLMs learn from a massive dataset of text scraped from the internet, and fine-tuning, where they are tailored to specific tasks like answering questions. The speaker also discusses the fascinating concept of tool use, where LLMs leverage external resources like calculators and search engines to enhance their capabilities. Importantly, the video highlights emerging security concerns associated with LLMs, including jailbreak attacks and prompt injection, demonstrating how these models can be manipulated to produce harmful outputs. Finally, the video explores the future direction of LLMs, suggesting that they may become a central part of an emerging operating system capable of orchestrating

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