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Creative coding tasks are often exploratory in nature. When producing digitalartwork, artists usually begin with a high-level semantic construct such as a"stained glass filter" and programmatically implement it by varying codeparameters such as shape, color, lines, and opacity to produce visuallyappealing results. Based on interviews with artists, it can be effortful totranslate semantic constructs to program syntax, and current programming toolsdon't lend well to rapid creative exploration. To address these challenges, weintroduce Spellburst, a large language model (LLM) powered creative-codingenvironment. Spellburst provides (1) a node-based interface that allows artiststo create generative art and explore variations through branching and mergingoperations, (2) expressive prompt-based interactions to engage in semanticprogramming, and (3) dynamic prompt-driven interfaces and direct code editingto seamlessly switch between semantic and syntactic exploration. Our evaluationwith artists demonstrates Spellburst's potential to enhance creative codingpractices and inform the design of computational creativity tools that bridgesemantic and syntactic spaces.

Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts