Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook

要旨

Artificial intelligence (AI) presents new challenges for the user experience (UX) of products and services. Recently, practitioner-facing resources and design guidelines have become available to ease some of these challenges. However, little research has investigated if and how these guidelines are used, and how they impact practice. In this paper, we investigated how industry practitioners use the People + AI Guidebook. We conducted interviews with 31 practitioners (i.e., designers, product managers) to understand how they use human-AI guidelines when designing AI-enabled products. Our findings revealed that practitioners use the guidebook not only for addressing AI's design challenges, but also for education, cross-functional communication, and for developing internal resources. We uncovered that practitioners desire more support for early phase ideation and problem formulation to avoid AI product failures. We discuss the implications for future resources aiming to help practitioners in designing AI products.

受賞
Honorable Mention
著者
Nur Yildirim
Carnegie Mellon University, Pittsburgh, Pennsylvania, United States
Mahima Pushkarna
Google Research, Cambridge, Massachusetts, United States
Nitesh Goyal
Google Research, New York, New York, United States
Martin Wattenberg
Google Research, Cambridge, Massachusetts, United States
Fernanda Viegas
Google Research, Cambridge, Massachusetts, United States
論文URL

https://doi.org/10.1145/3544548.3580900

動画

会議: CHI 2023

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2023.acm.org/)

セッション: Human AI Collaboration_B

Room Y05+Y06
6 件の発表
2023-04-26 01:35:00
2023-04-26 03:00:00