Shows
Pondering AILLMs Are Useful Liars with Andriy BurkovAndriy Burkov talks down dishonest hype and sets realistic expectations for when LLMs, if properly and critically applied, are useful. Although maybe not as AI agents. Andriy and Kimberly discuss how he uses LLMs as an author; LLMs as unapologetic liars; how opaque training data impacts usability; not knowing if LLMs will save time or waste it; error-prone domains; when language fluency is useless; how expertise maximizes benefit; when some idea is better than no idea; limits of RAG; how LLMs go off the rails; why prompt engineering is not enough; using LLMs for rapid prototyping; and w...2025-06-1147 min
DataTalkAndriy Burkov: The Hundred-Page Machine Learning BookAndriy is a Machine Learning Team Leader at Gartner, the world’s leading research and advisory company. He has his PhD in computer science for artificial intelligence, and he also has his Master of Science degree in computer science for artificial intelligence. He is also the author of “The Hundred-Page Machine Learning Book.” http://www.themlbook.com/2019-02-151h 30