Recently, researchers have made a number of tremendous advancements in AI capabilities. However, I will show that the fixed financial cost of making such advancements is high, and further, so are the recurring energy costs. As a result we see "AI haves and have nots"with wildly differing amounts of power between these two groups. This means our research community needs to carefully consider the role XAI has in mediating communication between stakeholders in the face of such an important power dynamic. This paper aims to engage that process, examining the current state of affairs through a variety of lenses, and then identifying some promising ideas for the future.
|CEUR Workshop Proceedings
|Published - 2021
|2021 Joint ACM Conference on Intelligent User Interfaces Workshops, ACMIUI-WS 2021 - College Station, United States
Duration: Apr 13 2021 → Apr 17 2021
All Science Journal Classification (ASJC) codes
- General Computer Science