15 The Math Behind the Magic: Demystifying ChatGPT's Predictions

Lifelong Learning With A. A. Khatana · Oct 5, 2026 · 30m

Traditional search engines process information by matching indices and searching pre-existing web databases to find relevant matches. Generative models, however, dynamically synthesize completely new sentences on the fly based on their pre-trained data. This shift from simple indexing to active sequence generation marks a major transition in computing.In this episode, we explore the internal journey a text prompt takes inside a transformer network. We discuss how computers translate language into numbers to perform matrix calculations, and how self-attention mechanisms resolve classic…