I — Foundations Refreshed → Chapter 1
FROM SYSTEMS TO FRONTIER ML
Vectors, Dot Products & Norms
Everything downstream — attention, embeddings, quantization, similarity search — is built from one operation you already know. Let's re-own it, precisely, and end with it running in hardware.