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As generative AI tools like ChatGPT become integral to everyday writing, critical questions arise about how to preserve writers' sense of agency and ownership when using these tools. Yet, a systematic understanding of how AI assistance…

This paper explores interaction designs for generative AI interfaces that necessitate human involvement throughout the generation process. We argue that such interfaces can promote cognitive engagement, agency, and thoughtful…

人机交互 · 计算机科学 2025-04-14 Kenneth C. Arnold , Jiho Kim

As generative AI tools become embedded in creative practice, questions of ownership in co-creative contexts are pressing. Yet studies of human-AI collaboration often invoke "ownership" without definition: sometimes conflating it with other…

人机交互 · 计算机科学 2025-09-15 Tejaswi Polimetla , Katy Ilonka Gero , Elena Leah Glassman

AI writing assistants can reduce effort and improve fluency, but they may also weaken writers' sense of authorship. We study this tension with an ownership-aware co-writing editor that offers on-demand, sentence-level suggestions and tests…

人机交互 · 计算机科学 2026-01-16 Bohan Zhang , Chengke Bu , Paramveer S. Dhillon

As designers become familiar with Generative AI, a new concept is emerging: Agentic AI. While generative AI produces output in response to prompts, agentic AI systems promise to perform mundane tasks autonomously, potentially freeing…

人机交互 · 计算机科学 2025-09-26 Samangi Wadinambiarachchi , Jenny Waycott , Yvonne Rogers , Greg Wadley

With the emergence of conversational artificial intelligence (AI) agents, it is important to understand the mechanisms that influence users' experiences of these agents. We study a common tool in the designer's toolkit: conceptual…

人机交互 · 计算机科学 2020-08-07 Pranav Khadpe , Ranjay Krishna , Li Fei-Fei , Jeffrey Hancock , Michael Bernstein

This chapter explores human creativity in AI-assisted learning environments through the lens of student agency. We begin by examining four theoretical perspectives on agency, including instrumental, effortful, dynamically emergent, and…

人机交互 · 计算机科学 2025-12-09 Yun Dai

Human-AI co-creativity involves humans and AI collaborating on a shared creative product as partners. In many existing co-creative systems, users communicate with the AI using buttons or sliders. However, typically, the AI in co-creative…

人机交互 · 计算机科学 2022-04-19 Jeba Rezwana , Mary Lou Maher

AI-based virtual assistants are increasingly used to support daily ideation tasks. The values or bias present in these agents can influence output in hidden ways. They may also affect how people perceive the ideas produced with these AI…

人机交互 · 计算机科学 2024-04-23 Alicia Guo , Pat Pataranutaporn , Pattie Maes

Given the rising proliferation and diversity of AI writing assistance tools, especially those powered by large language models (LLMs), both writers and readers may have concerns about the impact of these tools on the authenticity of writing…

人机交互 · 计算机科学 2024-11-21 Angel Hsing-Chi Hwang , Q. Vera Liao , Su Lin Blodgett , Alexandra Olteanu , Adam Trischler

Emerging experimental evidence shows that writing with AI assistance can change both the views people express in writing and the opinions they hold afterwards. Yet, we lack substantive understanding of procedural and behavioral changes in…

人机交互 · 计算机科学 2026-03-12 Advait Bhat , Marianne Aubin Le Quéré , Mor Naaman , Maurice Jakesch

As Artificial Intelligence (AI) increasingly becomes an active collaborator in co-creation, understanding the distribution and dynamic of agency is paramount. The Human-Computer Interaction (HCI) perspective is crucial for this analysis, as…

人机交互 · 计算机科学 2025-09-29 Shuning Zhang , Hui Wang , Xin Yi

Agentic Artificial Intelligence (AI) systems, exemplified by OpenAI's DeepResearch, autonomously pursue goals, adapting strategies through implicit learning. Unlike traditional generative AI, which is reactive to user prompts, agentic AI…

计算机与社会 · 计算机科学 2025-04-08 Anirban Mukherjee , Hannah Hanwen Chang

Current AI writing support tools are largely designed for individuals, complicating collaboration when co-writers must leave the shared workspace to use AI and then communicate and reintegrate results. We propose integrating AI agents…

人机交互 · 计算机科学 2026-02-24 Florian Lehmann , Krystsina Shauchenka , Daniel Buschek

Although AI assistance can improve writing quality, it can also decrease feelings of ownership. Ownership in writing has important implications for attribution, rights, norms, and cognitive engagement, and designers of AI support systems…

人机交互 · 计算机科学 2026-04-14 Katy Ilonka Gero , Tao Long , Carly Schnitzler , Paramveer Dhillon

Human-AI co-creativity involves humans and AI collaborating on a shared creative product as partners. In a creative collaboration, communication is an essential component among collaborators. In many existing co-creative systems users can…

人机交互 · 计算机科学 2022-06-07 Jeba Rezwana , Mary Lou Maher

The co creativity community is making significant progress in developing more sophisticated and tailored systems to support and enhance human creativity. Design considerations from prior work can serve as a valuable and efficient foundation…

人机交互 · 计算机科学 2025-06-30 Saloni Singh , Koen Hindriks , Dirk Heylen , Kim Baraka

While human-AI collaboration systems have increasingly been built to increase efficiency or support creativity, little work has examined how the design of interactions shapes the social connection between human and artificial agent. We…

人机交互 · 计算机科学 2026-05-26 Michael Yin , Angela Chiang , Samuel Rhys Cox , Robert Xiao

Agentic Artificial Intelligence (AI) can autonomously pursue long-term goals, make decisions, and execute complex, multi-turn workflows. Unlike traditional generative AI, which responds reactively to prompts, agentic AI proactively…

计算机与社会 · 计算机科学 2025-02-18 Anirban Mukherjee , Hannah Hanwen Chang

Generative AI has greatly transformed creative work in various domains, such as screenwriting. To understand this transformation, prior research often focused on capturing a snapshot of human-AI co-creation practice at a specific moment,…

人机交互 · 计算机科学 2026-02-09 Yuying Tang , Jiayi Zhou , Haotian Li , Xing Xie , Xiaojuan Ma , Huamin Qu
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