The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing

被引:3
|
作者
Li, Zhuoyan [1 ]
Liang, Chen [2 ]
Peng, Jing [2 ]
Yin, Ming [1 ]
机构
[1] Purdue Univ, W Lafayette, IN 47907 USA
[2] Univ Connecticut, Storrs, CT USA
关键词
Human-AI co-creation; AI writing assistant; Large language model;
D O I
10.1145/3613904.3642625
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recent advances in generative AI technologies like large language models raise both excitement and concerns about the future of human-AI co-creation in writing. To unpack people's attitude towards and experience with generative AI-powered writing assistants, in this paper, we conduct an experiment to understand whether and how much value people attach to AI assistance, and how the incorporation of AI assistance in writing workflows changes people's writing perceptions and performance. Our results suggest that people are willing to forgo financial payments to receive writing assistance from AI, especially if AI can provide direct content generation assistance and the writing task is highly creative. Generative AI-powered assistance is found to offer benefits in increasing people's productivity and confidence in writing. However, direct content generation assistance offered by AI also comes with risks, including decreasing people's sense of accountability and diversity in writing. We conclude by discussing the implications of our findings.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] AI-Powered Student Assistance Chatbot
    Bhharathee, A.
    Vemuri, Sandeep
    Bhavana, B.
    Nishitha, K.
    IDCIoT 2023 - International Conference on Intelligent Data Communication Technologies and Internet of Things, Proceedings, 2023, : 487 - 492
  • [2] The Evolving Landscape of TRIZ: A Generative AI-Powered Perspective
    Pheunghua, Tanasak
    WORLD CONFERENCE OF AI-POWERED INNOVATION AND INVENTIVE DESIGN, PT I, TFC 2024, 2025, 735 : 227 - 246
  • [3] AI-powered literature search: some observations and concerns
    Rathore, Farooq Azam
    Farooq, Fareeha
    KHYBER MEDICAL UNIVERSITY JOURNAL-KMUJ, 2024, 16 (04): : 354 - 356
  • [4] AI-powered growth hacking: benefits, challenges and pathways
    Santoro, Gabriele
    Jabeen, Fauzia
    Kliestik, Tomas
    Bresciani, Stefano
    MANAGEMENT DECISION, 2024,
  • [5] Generative and AI-powered oracles: "What will they say about you?"
    Levantino, Francesco Paolo
    COMPUTER LAW & SECURITY REVIEW, 2023, 51
  • [6] Drivers of Trust in Generative AI-powered Voice Assistants: The Role of References
    Widjaya, Michael A.
    Bermúdez, Juan P.
    Moradbakhti, Laura
    Calvo, Rafael A.
    36th Annual British HCI Conference, 2023, : 110 - 119
  • [7] AI-powered decarbonisation
    Summerbell, Daniel
    ZKG International, 2024, 77 (07): : 110 - 112
  • [8] AI-powered positioning
    不详
    BRITISH DENTAL JOURNAL, 2023, 235 (11) : 900 - 900
  • [9] The impact of generative AI-powered chatbots on L2 comprehensibility
    Sonsaat-Hegelheimer, Sinem
    Kurt, Sebnem
    JOURNAL OF SECOND LANGUAGE PRONUNCIATION, 2025,
  • [10] AI-powered positioning
    British Dental Journal, 2023, 235 : 900 - 900