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Artwork for AI Bites: The Academic Series

AI Bites: The Academic Series

Jack Lakkapragada

Welcome to AI Bites. This podcast features AI-generated deep dives into the world’s most prestigious computer science curricula. Based on personal study notes and publicly available course material from Stanford University (CS124, CS221, and more), these episodes use Google’s NotebookLM to transform dense academic topics into conversational summaries. Perfect for learning on the go, whether you're... more

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Latest Episodes

Short on time? We’ve distilled the entire Stanford CME295 course into a single, high-energy video recap. This "Cram Session" takes you on a complete journey from the absolute basics of natural language processing to the cutting edge of Large Language... more

We have reached the end of Stanford's CME295! In this course finale, we zoom out to summarize the entire journey—from the underlying Transformer architecture to the massive engineering feat of training and tuning LLMs. Then, we look ahead to the abso... more

If an AI can write a poem, code a website, and pass the bar exam, how do we actually measure its performance? This episode tackles the notoriously difficult science of LLM Evaluation. We look at why standard testing benchmarks are breaking down and h... more

What happens when an AI stops just answering questions and starts taking action? In this episode, we explore Agentic LLMs. We break down how language models are evolving from passive text-generators into autonomous agents capable of planning, using t... more

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