Designing responsible ai: Adaptations of ux practice to meet responsible ai challenges

Q Wang, M Madaio, S Kane, S Kapania… - Proceedings of the …, 2023 - dl.acm.org
Technology companies continue to invest in efforts to incorporate responsibility in their
Artificial Intelligence (AI) advancements, while efforts to audit and regulate AI systems …

Investigating how practitioners use human-ai guidelines: A case study on the people+ ai guidebook

N Yildirim, M Pushkarna, N Goyal… - Proceedings of the …, 2023 - dl.acm.org
Artificial intelligence (AI) presents new challenges for the user experience (UX) of products
and services. Recently, practitioner-facing resources and design guidelines have become …

Exploring the future of design tooling: The role of artificial intelligence in tools for user experience professionals

T Knearem, M Khwaja, Y Gao, F Bentley… - Extended Abstracts of …, 2023 - dl.acm.org
Recently, artificial intelligence (AI) has been introduced into a variety of consumer
applications for creative work. Although AI-driven features in design tooling are nascent …

Designerly understanding: Information needs for model transparency to support design ideation for AI-powered user experience

QV Liao, H Subramonyam, J Wang… - Proceedings of the …, 2023 - dl.acm.org
Despite the widespread use of artificial intelligence (AI), designing user experiences (UX) for
AI-powered systems remains challenging. UX designers face hurdles understanding AI …

User experience design professionals' perceptions of generative artificial intelligence

J Li, H Cao, L Lin, Y Hou, R Zhu, A El Ali - Proceedings of the CHI …, 2024 - dl.acm.org
Among creative professionals, Generative Artificial Intelligence (GenAI) has sparked
excitement over its capabilities and fear over unanticipated consequences. How does GenAI …

How Do UX Practitioners Communicate AI as a Design Material? Artifacts, Conceptions, and Propositions

KJK Feng, MJ Coppock, DW McDonald - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
UX practitioners (UXPs) face novel challenges when working with and communicating
artificial intelligence (AI) as a design material. We explore how UXPs communicate AI …

Re-examining whether, why, and how human-AI interaction is uniquely difficult to design

Q Yang, A Steinfeld, C Rosé… - Proceedings of the 2020 …, 2020 - dl.acm.org
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 …

" Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction

SSY Kim, EA Watkins, O Russakovsky, R Fong… - Proceedings of the …, 2023 - dl.acm.org
Despite the proliferation of explainable AI (XAI) methods, little is understood about end-
users' explainability needs and behaviors around XAI explanations. To address this gap and …

Designing AI using a human-centered approach: Explainability and accuracy toward trustworthiness

JR Schoenherr, R Abbas, K Michael… - … on Technology and …, 2023 - ieeexplore.ieee.org
One of the major criticisms of Artificial Intelligence is its lack of explainability. A claim is made
by many critics that without knowing how an AI may derive a result or come to a given …

“It is currently hodgepodge”: Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI Values

RA Varanasi, N Goyal - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
Recently, the AI/ML research community has indicated an urgent need to establish
Responsible AI (RAI) values and practices as part of the AI/ML lifecycle. Several …