The Optimizer Gap
From DSpark to Disciplined Agentic AI What a database history lesson says about how much engineering is still left in AI infrastructure June 2026 — Chandra Pendyala ABSTRACT: DeepSeek’s DSpark is useful as more than a speedup number. Its gain comes from a small structural addition outside a frozen, pretrained model: draft cheaply, estimate survival, […]