Peeling the Layers of Deep Research: How Research Engines Actually Reason and Where They Break

Abstract - As a Principal Systems Engineer, the goal here is to deconstruct the mechanics that separate quick conversational search, heavyweight deep research, and a dedicated research assistant workflow. The premise is simple: these tools are...