Embeddings: How AI Turns Words into Geometry скачать в хорошем качестве

Embeddings: How AI Turns Words into Geometry

King − Man + Woman = Queen. That's not a riddle — it's vector arithmetic. Here's how AI turns language into geometry. Every modern AI system — from ChatGPT to Google Search — runs on embeddings. They're the invisible coordinate system underneath intelligence. Chapters: 0:00 → Intro 0:04 → Words to Numbers 0:51 → How Training Works 1:44 → The Geometry of Meaning 2:48 → Real-World Applications 4:05 → Outro → Words with similar meaning land close together in vector space → Relationships like gender and tense become directions you can add and subtract → Embeddings power search, RAG, CLIP, and every major AI product → No one programs these relationships — they emerge from patterns in data #Embeddings #MachineLearning #AI