In this episode of the podcast, Dharmesh Shah, CTO of Hubspot, discusses the transformative potential of AI with Sam Parr. Dharmesh shares his early experiences with OpenAI's GPT API and emphasizes the importance of understanding the context window in large language models. He introduces the concept of vector embeddings and RAG (retrieval augmented generation) to enhance AI's ability to answer questions using private data. Dharmesh also covers tool calling, which allows LLMs to access external tools and the internet, and explores the shift from using AI as a tool to viewing it as a teammate. He shares his thoughts on Zuck's strategy of hiring AI researchers and offers advice on how individuals and businesses can leverage AI to increase creativity and productivity, recommending resources like Andrej Karpathy for staying updated on AI advancements.
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