How Attention, Context Windows, and Routing Shape Modern AI Models (An Internals-First Analysis)

Abstract - As a Principal Systems Engineer, the aim here is to peel back the layers of large generative systems and expose the mechanisms that actually determine reliability, latency, and factuality. The common framing - model size equals capability ...