Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design

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Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design

Professional graphic design is a long-horizon agentic task in which structured, editable artifacts emerge from many interdependent actions, yet outcomes admit no reliable programmatic oracle. We introduce a continual adaptation framework in which a frozen frontier model operates professional design software through more than 230 tools, while an external procedural memory of natural-language skills accumulates and refines reusable design procedures from experience. The memory widens by acquiring

Source: ArXiv AI