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The AI Concepts Podcast

Sheetal ’Shay’ Dhar

The AI Concepts Podcast is my attempt to turn the complex world of artificial intelligence into bite-sized, easy-to-digest episodes. Imagine a space where you can pick any AI topic and immediately grasp it, like flipping through an Audio Lexicon - but even better! Using vivid analogies and storytelling, I guide you through intricate ideas, helping you create mental images that stick. Whether you’r... more

PublishesDailyEpisodes53Foundeda year ago
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CoursesTechnologyEducation

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Latest Episodes

This episode addresses how Reinforcement Learning from Human Feedback (RLHF) adds the final layer of alignment after supervised fine-tuning, shifting the training signal from “right vs wrong” to “better vs worse.” We explore how preference rankings c... more

This episode addresses how we turn a raw base model into something that behaves like a real assistant using Supervised Fine-Tuning (SFT). We explore instruction and response training data, why SFT makes behaviors consistent beyond prompting, and the ... more

This episode addresses the physical and mathematical limits of a model’s "short-term memory." We explore the context window and the engineering trade-offs required to process long documents. You will learn about the quadratic cost of attention where ... more

This episode explores the foundational stage of creating an LLM known as the pre-training phase. We break down the Trillion Token Diet by explaining how models move from random weights to sophisticated world models through the simple objective of nex... more

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The AI Concepts Podcast launched a year ago and published 53 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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