Trustworthy AI: A Computational Perspective
Abstract
In the past few decades,artificial intelligence (AI)technology has experienced swift developments, changing everyone’s daily life and profoundly altering the course of human society. The intention behind developing AI was and is to benefit humans by reducing labor, increasing everyday conveniences, and promoting social good. However, recent research and AI applications indicate that AI can cause unintentional harm to humans by, for example, making unreliable decisions in safety-critical scenarios or undermining fairness by inadvertently discriminating against a group or groups. Consequently, trustworthy AI has recently garnered increased attention regarding the need to avoid the adverse effects that AI could bring to people, so people can fully trust and live in harmony with AI technologies.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Nov 09, 2022
- Source ID
- 10.1145/3546872
Entities
People
- Anil K. Jain
- Haochen Liu
- Jiliang Tang
- Shaili Jain
- Wenqi Fan
- Xiaorui Liu
- Yaxin Li
- Yiqi Wang
- Yunhao Liu
Organizations
- Army Research Office
- Hong Kong Polytechnic University
- Michigan State University
- National Science Foundation
- Tsinghua University