# Agentic Visual Generation: From Generative Models to Agentic Control > Source: > Published: 2026-09-09 03:30:11+00:00 Visual generation is evolving from generative models used through a single invocation into agentic control processes that can plan, select tools, inspect intermediate synthesized outputs, revise failures, and reuse prior experience. In most existing systems, the controller is an LLM or VLM, while vi