Word2vec
Classic word embedding model, king-man+woman example
Episodes
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#6070: The Papers That Moved AI: From AlexNet to This Year's FightsThe classics all said 'learn it from data and scale it up'. This year's most-discussed AI papers are auditing what scaling took for granted. -
#4669: What "Distribution" Really Means in AI ModelsUnpacking what "distribution" actually means under the hood — and why training data variety shapes model behavior. -
#2622: How Transformers Actually Work: Attention, Tokens, and ContextHow one architectural change unlocked chatbots, image generation, and protein folding — explained without the jargon. -
#2076: Is Pure NLP Dead? The Hidden Scaffolding of AIModern AI didn't appear from nowhere. Discover how decades of linguistic rules and statistical models built the foundation for today's LLMs. -
#1282: The Geometry of Thought: The Mathematics Powering AIPeeking under the hood of AI to discover the beautiful linear algebra and calculus that make machine reasoning possible. -
#117: From Keywords to Vectors: How AI Decodes MeaningWhy can AI write poetry but struggle to find a file? Explore the history and math of semantic understanding with Herman and Corn.