Towards Multifaceted Human-Centered AI
arXiv:2301.03656v11 citationsh-index: 20
Originality Synthesis-oriented
AI Analysis
This addresses the need for better integration of diverse human roles in AI systems, but it is incremental as it primarily calls for a broader perspective without introducing new methods.
The paper advocates for a holistic approach to designing support mechanisms like interaction paradigms and interfaces for multifaceted human-centered AI workflows involving multiple stakeholders and automated agents.
Human-centered AI workflows involve stakeholders with multiple roles interacting with each other and automated agents to accomplish diverse tasks. In this paper, we call for a holistic view when designing support mechanisms, such as interaction paradigms, interfaces, and systems, for these multifaceted workflows.