User study with 20 novices using ChatGPT identifies recurring AI visualization errors, user prompting issues, trust factors, and collaboration patterns, with distinct failure modes observed on Gemini and Claude.
Jones, and Arvind Satyanarayan
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HCI researchers designed a museum exhibit using feminist data theories to introduce data through a personal, handmade 'hugging_face vibe' distinct from traditional science displays, along with four design choices for creating such vibes.
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Vibe Visualizing: How Visualization Novices Try (and Fail) to Generate and Interpret Visualizations with Conversational AI
User study with 20 novices using ChatGPT identifies recurring AI visualization errors, user prompting issues, trust factors, and collaboration patterns, with distinct failure modes observed on Gemini and Claude.