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The AI Concepts Podcast

Sheetal ’Shay’ Dhar
Transformer
Artificial Intelligence
Generative AI
Attention Mechanism
Retrieval-Augmented Generation
Autoencoder
Embeddings
RAG
Chain Of Thought
Quantization
Latent Space
Multi-Head Attention
System Prompts
Reasoning Models
Transformer Architecture
Transformers
Few-Shot Prompting
Self-Attention
BERT
GPT

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

PublishesDailyEpisodes73Founded2 years ago
Number of ListenersCategories
EducationCoursesTechnology

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Artwork for The AI Concepts Podcast

Latest Episodes

This episode addresses the category of questions that vector search fundamentally cannot answer, questions about relationships between things. We explore what a knowledge graph is and why traversing connections between entities requires a completely ... more

This episode addresses a retrieval failure that has nothing to do with your index and everything to do with the query itself. We explore the vocabulary gap between how people ask questions and how documents are written, and why even strong embedding ... more

This episode addresses the fundamental tension between retrieval precision and generation context. We explore why small chunks produce tight embeddings that retrieve well but leave the model without enough surrounding information, and why large chunk... more

This episode addresses the gap between finding candidate chunks and finding the right ones. We explore the bi-encoder bottleneck, why compressing text into a single vector for comparison loses critical nuance, and how cross-encoders fix this by readi... more

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Practical AI
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Host

Shea
Host focusing on explaining AI concepts with accessible analogies and practical business relevance.

Reviews

5.0 out of 5 stars from 18 ratings
  • Thank you!!!

    I knew nothing about AI other than using AI chat boxes. Took an intro AI course and started listening to this. This podcast explains things so well, has such a nice vibe to it imo, honestly impressive. I figured I should comment — I really appreciate this podcast, Shay 🥹🌸

    Apple Podcasts
    5
    Sayyida RoSa
    United States2 months ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Clear explanations help non-experts get AI basics quickly.
Useful practical takeaways for business decisions and vendor conversations.
Calm, engaging delivery makes complex topics approachable.
Analogies and real-world examples make tough ideas memorable.

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Frequently Asked Questions About The AI Concepts Podcast

What is The AI Concepts Podcast about and what kind of topics does it cover?

Succinct, accessible explorations of artificial intelligence concepts, especially how AI works, why it matters for business, and practical implications for leaders and teams. Episodes emphasize clear explanations, real-world analogies, and actionable guidance for building, buying, and integrating AI responsibly. A standout feature is the storyteller's approach that turns complex topics into mental models, making advanced ideas approachable for techies and non-technologists alike. Listeners likely value practical insights, business relevance, and a calm, engaging teaching style that helps them ask better questions and avoid common missteps.

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Which podcasts are similar to The AI Concepts Podcast?

These podcasts share a similar audience with The AI Concepts Podcast:

1. Practical AI

How many episodes of The AI Concepts Podcast are there?

The AI Concepts Podcast launched 2 years ago and published 73 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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