Exploring Collaboration Patterns and Strategies in Human-AI Co-creation through the Lens of Agency: A Scoping Review of the Top-tier HCI Literature
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Abstract (arXiv)
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 it uniquely reveals the interaction dynamics and specific control mechanisms that dictate how agency manifests in practice. Despite this importance, a systematic synthesis mapping agency configurations and control mechanisms within the HCI/CSCW literature is lacking. Addressing this gap, we reviewed 134 papers from top-tier HCI/CSCW venues (e.g., CHI, UIST, CSCW) over the past 20 years. This review yields four primary contributions: (1) an integrated theoretical framework structuring agency patterns, control mechanisms, and interaction contexts, (2) a comprehensive operational catalog of control mechanisms detailing how agency is implemented; (3) an actionable cross-context map linking agency configurations to diverse co-creative practices; and (4) grounded implications and guidance for future CSCW research and the design of co-creative systems, addressing aspects like trust and ethics.
Key facts. Cited by 11 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 Jul 2025.
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Citing papers per year: 2025: 1; 2026: 10.
11 papers.
- 2026Feedback by Design: Understanding and Overcoming User Feedback Barriers in Conversational Agentscited by 4
- 2026Herding CATs: ALARA for Agent Harness Engineering in Portable Composable Multi-Agent Teamscited by 2
- 2026Alignment-Process-Outcome: Rethinking How AIs and Humans Collaboratecited by 1
- 2026Resume-ing Control: (Mis)Perceptions of Agency Around GenAI Use in Recruiting Workflowscited by 1
- 2025AI as intermediary in modern-day ritual: An immersive, interactive production of the roller disco musical Xanadu at UCLAcited by 0
- 2026Who Does What? Archetypes of Roles Assigned to LLMs During Human-AI Decision-Makingcited by 0
- 2026Agentic Social Affordance Framework (ASAF): Agent Identity Design as a Collaboration Interface in Multi-Agent Systemscited by 0
- 2026Creativity from Friction: Human-AI Interaction for Exploratory Structural Designcited by 0
- 2026Understanding Security and Privacy Perceptions of Content Creators Regarding AI Labels of AI-Generated Contentcited by 0
- 2026TailorCoPilot: Enabling Agentic Pattern Making with Version-Controlled State Trackingcited by 0
- 2026Unified Agentic Video Editing Across Levels of Complexity and Creativitycited by 0
- 2026Unified Agentic Video Editing Across Levels of Complexity and Creativity11 Sep 2026
- 2026TailorCoPilot: Enabling Agentic Pattern Making with Version-Controlled State Tracking26 Aug 2026
- 2026Understanding Security and Privacy Perceptions of Content Creators Regarding AI Labels of AI-Generated Content8 Aug 2026
- 2026Creativity from Friction: Human-AI Interaction for Exploratory Structural Design8 Jul 2026
- 2026Resume-ing Control: (Mis)Perceptions of Agency Around GenAI Use in Recruiting Workflows29 Apr 2026
- 2026Agentic Social Affordance Framework (ASAF): Agent Identity Design as a Collaboration Interface in Multi-Agent Systems19 Apr 2026
- 2026Herding CATs: ALARA for Agent Harness Engineering in Portable Composable Multi-Agent Teams20 Mar 2026
- 2026Alignment-Process-Outcome: Rethinking How AIs and Humans Collaborate9 Mar 2026
- 2026Who Does What? Archetypes of Roles Assigned to LLMs During Human-AI Decision-Making12 Feb 2026
- 2026Feedback by Design: Understanding and Overcoming User Feedback Barriers in Conversational Agents1 Feb 2026
- 2025AI as intermediary in modern-day ritual: An immersive, interactive production of the roller disco musical Xanadu at UCLA9 Nov 2025