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    "headline": "The Art Tool Asked What the Style Could Become",
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    "dek": "An analyze-experiment-resituate workflow increased artists’ reported agency compared with direct style transfer.",
    "summary": "An analyze-experiment-resituate workflow increased artists’ reported agency compared with direct style transfer.",
    "body_text": "Built from interviews with ten professional digital artists, AER separates reference interpretation, controlled experimentation and reflection on how an emerging style may be received. A controlled study with 16 artists found more agency and reflection than a direct style-transfer workflow, followed by a two-week field study with four artists. The small studies support a design direction, not a universal effect across creative practice.",
    "why_it_matters": "An analyze-experiment-resituate workflow increased artists’ reported agency compared with direct style transfer.",
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      "The small studies support a design direction, not a universal effect across creative practice."
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    "tags": [
      "artists",
      "generative AI",
      "style exploration",
      "human agency"
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      "title": "arXiv preprint 2608.14405",
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      "published_at": "2026-08-13T20:00:00.000-04:00",
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