Course

From Atomic Ops to GPT

A first-principles walk from scalar operations to GPT. The order is dependency order — values build graphs, graphs build gradients, gradients build learning, learning builds representations, representations build attention. Read the chapters in sequence, or deep-link to any lesson if you already know the territory.