Re-examining whether, why, and how human-AI interaction is uniquely difficult to design
Artificial Intelligence (AI) plays an increasingly important role in improving HCI and user
experience. Yet many challenges persist in designing and innovating valuable human-AI …
experience. Yet many challenges persist in designing and innovating valuable human-AI …
Ironies of Generative AI: Understanding and Mitigating Productivity Loss in Human-AI Interaction
Generative AI (GenAI) systems offer opportunities to increase user productivity in many
tasks, such as programming and writing. However, while they boost productivity in some …
tasks, such as programming and writing. However, while they boost productivity in some …
Guidelines for human-AI interaction
Advances in artificial intelligence (AI) frame opportunities and challenges for user interface
design. Principles for human-AI interaction have been discussed in the human-computer …
design. Principles for human-AI interaction have been discussed in the human-computer …
AI knowledge: Improving AI delegation through human enablement
When collaborating with artificial intelligence (AI), humans can often delegate tasks to
leverage complementary AI competencies. However, humans often delegate inefficiently …
leverage complementary AI competencies. However, humans often delegate inefficiently …
From human-human collaboration to Human-AI collaboration: Designing AI systems that can work together with people
Artificial Intelligent (AI) and Machine Learning (ML) algorithms are coming out of research
labs into the real-world applications, and recent research has focused a lot on Human-AI …
labs into the real-world applications, and recent research has focused a lot on Human-AI …
[PDF][PDF] From human-computer interaction to human-AI Interaction: new challenges and opportunities for enabling human-centered AI
While AI has benefited humans, it may also harm humans if not appropriately developed. We
conducted a literature review of current related work in developing AI systems from an HCI …
conducted a literature review of current related work in developing AI systems from an HCI …
Solving separation-of-concerns problems in collaborative design of human-AI systems through leaky abstractions
In conventional software development, user experience (UX) designers and engineers
collaborate through separation of concerns (SoC): designers create human interface …
collaborate through separation of concerns (SoC): designers create human interface …
Designing and managing human-AI interactions
A plethora of submissions to this Special Issue showed that while AI is increasingly being
embedded in information systems with potentially severe consequences for humans …
embedded in information systems with potentially severe consequences for humans …
Assessing human-AI interaction early through factorial surveys: a study on the guidelines for human-AI interaction
This work contributes a research protocol for evaluating human-AI interaction in the context
of specific AI products. The research protocol enables UX and HCI researchers to assess …
of specific AI products. The research protocol enables UX and HCI researchers to assess …
Effects of communication directionality and AI agent differences in human-AI interaction
In Human-AI collaborative settings that are inherently interactive, direction of communication
plays a role in how users perceive their AI partners. In an AI-driven cooperative game with …
plays a role in how users perceive their AI partners. In an AI-driven cooperative game with …