Al Engineering 101 with Chip Huyen (Nvidia, Stanford, Netflix)

In this episode of Lenny's Podcast, Chip Huyen, an AI expert, discusses key concepts in AI, including pre-training, post-training, fine-tuning, RAG (Retrieval Augmented Generation), and RLHF (Reinforcement Learning from Human Feedback). She shares insights on building successful AI applications, emphasizing the importance of user feedback, data preparation, and prompt engineering over solely focusing on the latest AI news and technologies. Chip also addresses the challenges companies face in adopting AI tools, measuring productivity gains, and restructuring teams to leverage AI effectively, and touches on the evolving economics of data labeling and the future of AI development, including multi-modal applications and the blurring lines between different job functions.