How Knowledge Workers Think Generative AI Will (Not) Transform Their Industries

要旨

Generative AI is expected to have transformative effects in multiple knowledge industries. To better understand how knowledge workers expect generative AI may affect their industries in the future, we conducted participatory research workshops for seven different industries, with a total of 54 participants across three US cities. We describe participants' expectations of generative AI's impact, including a dominant narrative that cut across the groups' discourse: participants largely envision generative AI as a tool to perform menial work, under human review. Participants do not generally anticipate the disruptive changes to knowledge industries currently projected in common media and academic narratives. Participants do however envision generative AI may amplify four social forces currently shaping their industries: deskilling, dehumanization, disconnection, and disinformation. We describe these forces, and then we provide additional detail regarding attitudes in specific knowledge industries. We conclude with a discussion of implications and research challenges for the HCI community.

著者
Allison Woodruff
Google, Mountain View, California, United States
Renee Shelby
Google, San Francisco, California, United States
Patrick Gage. Kelley
Google, New York, New York, United States
Steven Rousso-Schindler
CSU Long Beach, Long Beach, California, United States
Jamila Smith-Loud
Google, San Francisco, California, United States
Lauren Wilcox
Google, Mountain View, California, United States
論文URL

https://doi.org/10.1145/3613904.3642700

動画

会議: CHI 2024

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2024.acm.org/)

セッション: Knowledge Workers and Crowdworkers

319
5 件の発表
2024-05-15 01:00:00
2024-05-15 02:20:00