Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Six Human-Centered Artificial Intelligence Grand Challenges
400
Zitationen
26
Autoren
2023
Jahr
Abstract
Widespread adoption of artificial intelligence (AI) technologies is substantially affecting the human condition in ways that are not yet well understood. Negative unintended consequences abound including the perpetuation and exacerbation of societal inequalities and divisions via algorithmic decision making. We present six grand challenges for the scientific community to create AI technologies that are human-centered, that is, ethical, fair, and enhance the human condition. These grand challenges are the result of an international collaboration across academia, industry and government and represent the consensus views of a group of 26 experts in the field of human-centered artificial intelligence (HCAI). In essence, these challenges advocate for a human-centered approach to AI that (1) is centered in human well-being, (2) is designed responsibly, (3) respects privacy, (4) follows human-centered design principles, (5) is subject to appropriate governance and oversight, and (6) interacts with individuals while respecting human’s cognitive capacities. We hope that these challenges and their associated research directions serve as a call for action to conduct research and development in AI that serves as a force multiplier towards more fair, equitable and sustainable societies.
Ähnliche Arbeiten
The global landscape of AI ethics guidelines
2019 · 4.480 Zit.
The Limitations of Deep Learning in Adversarial Settings
2016 · 3.853 Zit.
Trust in Automation: Designing for Appropriate Reliance
2004 · 3.361 Zit.
Fairness through awareness
2012 · 3.258 Zit.
Mind over Machine: The Power of Human Intuition and Expertise in the Era of the Computer
1987 · 3.182 Zit.
Autoren
- Özlem Özmen Garibay
- Brent Winslow
- Salvatore Andolina
- Margherita Antona
- Anja Bodenschatz
- Constantinos K. Coursaris
- Gregory Falco
- Stephen M. Fiore
- Iván Garibay
- Keri Grieman
- John C. Havens
- Marina Jirotka
- Hernisa Kacorri
- Waldemar Karwowski
- Joseph T. Kider
- Joseph A. Konstan
- Sean Koon
- Mónica López-González
- Iliana Maifeld-Carucci
- Sean McGregor
- Gavriel Salvendy
- Ben Shneiderman
- Constantine Stephanidis
- Christina Strobel
- Carolyn Ten Holter
- Wei Xu
Institutionen
- University of Central Florida(US)
- Biosignatures (United Kingdom)(GB)
- Design Interactive (United States)(US)
- University of Palermo(IT)
- FORTH Institute of Computer Science(GR)
- Technical University of Munich(DE)
- HEC Montréal(CA)
- Johns Hopkins University(US)
- University of Oxford(GB)
- Center for Strategic Research(RU)
- University of Maryland, College Park(US)
- University of Minnesota(US)
- Kaiser Permanente(US)
- Artificial Intelligence in Medicine (Canada)(CA)
- Physicians Committee for Responsible Medicine(US)
- FORTH Institute of Astrophysics(GR)
- University of Crete(GR)
- Universität Hamburg(DE)
- Hamburg University of Technology(DE)
- Zhejiang University(CN)