Voices of Freelance Professional Writers on AI: Limitations, Expectations, and Fears
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arXiv
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| Auteurs principaux: | , , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866916870212288512 |
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| author | Ivanova, Anastasiia Fedorova, Natalia Tilga, Sergei Artemova, Ekaterina |
| author_facet | Ivanova, Anastasiia Fedorova, Natalia Tilga, Sergei Artemova, Ekaterina |
| contents | The rapid development of AI-driven tools, particularly large language models (LLMs), is reshaping professional writing. Still, key aspects of their adoption such as languages support, ethics, and long-term impact on writers voice and creativity remain underexplored. In this work, we conducted a questionnaire (N = 301) and an interactive survey (N = 36) targeting professional writers regularly using AI. We examined LLM-assisted writing practices across 25+ languages, ethical concerns, and user expectations. The findings of the survey demonstrate important insights, reflecting upon the importance of: LLMs adoption for non-English speakers; the degree of misinformation, domain and style adaptation; usability and key features of LLMs. These insights can guide further development, benefiting both writers and a broader user base. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_05008 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Voices of Freelance Professional Writers on AI: Limitations, Expectations, and Fears Ivanova, Anastasiia Fedorova, Natalia Tilga, Sergei Artemova, Ekaterina Computation and Language Computers and Society Human-Computer Interaction The rapid development of AI-driven tools, particularly large language models (LLMs), is reshaping professional writing. Still, key aspects of their adoption such as languages support, ethics, and long-term impact on writers voice and creativity remain underexplored. In this work, we conducted a questionnaire (N = 301) and an interactive survey (N = 36) targeting professional writers regularly using AI. We examined LLM-assisted writing practices across 25+ languages, ethical concerns, and user expectations. The findings of the survey demonstrate important insights, reflecting upon the importance of: LLMs adoption for non-English speakers; the degree of misinformation, domain and style adaptation; usability and key features of LLMs. These insights can guide further development, benefiting both writers and a broader user base. |
| title | Voices of Freelance Professional Writers on AI: Limitations, Expectations, and Fears |
| topic | Computation and Language Computers and Society Human-Computer Interaction |
| url | https://arxiv.org/abs/2504.05008 |