Analysis of 500k ChatGPT logs shows over one-third of conversations generate fiction, dominated by power users with repetitive and niche patterns.
Creativity in ai: Progresses and challenges.arXiv preprint arXiv:2410.17218, 2024a
3 Pith papers cite this work, alongside 1 external citations. Polarity classification is still indexing.
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IDEAFix is an evaluation framework that varies task attributes and defixation prompts in LLM idea generation, showing task formulation affects performance while simple prompts boost originality but homogenization persists.
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AI Fiction in the Wild
Analysis of 500k ChatGPT logs shows over one-third of conversations generate fiction, dominated by power users with repetitive and niche patterns.
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IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs
IDEAFix is an evaluation framework that varies task attributes and defixation prompts in LLM idea generation, showing task formulation affects performance while simple prompts boost originality but homogenization persists.
- Large Language Models Align with the Human Brain during Creative Thinking