AI Bites: The Academic Series
Jack LakkapragadaWelcome 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
| Publishes | Daily | Episodes | 34 | Founded | 3 months ago |
|---|---|---|---|---|---|
| Number of Listeners | Categories | EducationCourses | |||
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Latest Episodes
What happens when you take the Transformer architecture and scale it up with massive amounts of compute and data? You get Large Language Models (LLMs). We wrap up Week 1 by connecting the base architecture to the modern AI tools you use every day.
K... more
Now that we know why Transformers work, it’s time to look under the hood. In this episode, we strip the architecture down to its studs, exploring the specific structural components that allow these models to understand complex language.
Key Topics: more
We are kicking off our brand new CME295 series by going back to the breakthrough that started the current AI era. If you want a clear, foundational understanding of what a Transformer actually is and why it replaced older AI models, this is your star... more
Short on time? We’ve distilled the entire Stanford CS25: Transformers United course into a single 10-minute video. This "Cram Session" covers the journey of the Transformer architecture from a text-processing breakthrough to the engine driving the fu... more
Generating a single image is hard; generating a coherent video means mastering the dimension of time. In our CS25 finale, we break down how Transformers are being engineered to understand motion, physics, and object permanence to generate high-fideli... more
Can an AI learn the "physics" of the human body? In this episode, we dive into the concept of World Models in medicine. We explore how Transformers are moving beyond simply analyzing static medical records to actually simulating and predicting diseas... more
Transformers aren't just for text anymore. This episode unpacks the massive shift in visual AI: merging the power of Transformers with Diffusion models. We break down how the architecture behind text generation is now the engine driving state-of-the-... more
What happens when you treat the building blocks of life as a language? In this episode, we explore how the exact same Transformer architecture used for ChatGPT is being applied to biology. DNA, RNA, and proteins are essentially biological sequences, ... more
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Apple Podcasts | #178 |  United States/Education/Courses |
Apple Podcasts | #71 |  France/Education/Courses |
Apple Podcasts | #142 |  Australia/Education/Courses |
Apple Podcasts | #201 |  Italy/Education/Courses |
Apple Podcasts | #213 |  Germany/Education/Courses |
Apple Podcasts | #10 |  United Arab Emirates/Education/Courses |
Apple Podcasts | #14 |  Brazil/Education/Courses |
Apple Podcasts | #92 |  India/Education/Courses |
Apple Podcasts | #94 |  Indonesia/Education/Courses |
Apple Podcasts | #135 |  Japan/Education/Courses |
Apple Podcasts | #178 | Brazil/Education |
Apple Podcasts | #183 |  Netherlands/Education/Courses |
Apple Podcasts | #232 | United Arab Emirates/Education |
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