Human-Centered AI
AI systems are proliferating in everyday life, and it’s imperative to understand those systems from a human perspective. We design and investigate new forms of human-AI interactions and experiences that enhance and extend human capabilities for the good of our products, clients, and society at large.
Overview
Artificial intelligence is having a profound impact on all aspects of our lives. AI systems are being created that can drive our vehicles, design our drugs, determine what information we see, and even decide how our money is invested. Some of these systems operate entirely autonomously, while others only make recommendations or suggestions.
Despite increasing levels of automation enabled by AI, the common thread to all of these systems is the human element: people are critical in the design, operation, and use of AI systems. We have a responsibility to ensure those systems operate transparently, act equitably, respect our privacy, and effectively serve people's needs.
How can we ensure that AI systems are designed responsibly and produce effective outcomes? We address this question by pursuing research projects across human-AI collaboration, responsible and human-compatible AI, as well as natural language and visual interaction systems.Learn more about human-centered AI
Despite increasing levels of automation enabled by AI, the common thread to all of these systems is the human element: people are critical in the design, operation, and use of AI systems. We have a responsibility to ensure those systems operate transparently, act equitably, respect our privacy, and effectively serve people's needs.
How can we ensure that AI systems are designed responsibly and produce effective outcomes? We address this question by pursuing research projects across human-AI collaboration, responsible and human-compatible AI, as well as natural language and visual interaction systems.Learn more about human-centered AI
Our work
IBM’s Stacy Hobson wants to build tech that works for everyone
ResearchKim Martineau- AI
- Fairness, Accountability, Transparency
- Human-Centered AI
- Responsible Technology
Goal-oriented flow assist: supporting low code data flow automation with natural language
Technical noteKartik Talamadupula and Michelle Brachman- AI
- AI for Business Automation
- Automated AI
- Human-Centered AI
What is human-centered AI?
ExplainerWerner Geyer, Justin Weisz, Claudio Santos Pinhanez, and Elizabeth Daly6 minute read- Fairness, Accountability, Transparency
- Human-Centered AI
- Trustworthy AI
IBM’s Uncertainty Quantification 360 toolkit boosts trust in AI
ReleasePrasanna Sattigeri and Vera Liao7 minute read- Human-Centered AI
- Trustworthy AI
- Uncertainty Quantification
New smartphone app to navigate blind people to stand in lines with distances
ResearchHironobu Takagi, Chieko Asakawa, Masaki Kuribayashi, and Seita Kayukawa3 minute read- AI
- Computer Science
- Computer Vision
- Human-Centered AI
Pushing the boundaries of human-AI interaction at IUI 2021
News9 minute read- Human-Centered AI
- See more of our work on Human-Centered AI
Projects
Accelerator Technologies
We're developing technological solutions to assist subject matter experts with their scientific workflows by enabling the Human-AI co-creation process.
Publications
- 2024
- CHI 2024
- Michelle Brachman
- Amina El-Ashry
- et al.
- 2024
- CHI 2024
- Smit Desai
- Christina Wei
- et al.
- 2024
- CHI 2024
- Zahra Ashktorab
- Gagan Bansal
- et al.
- 2024
- CHI 2024
- Ge Gao
- Qitong Gao
- et al.
- 2024
- ICLR 2024
- Daniel Karl I. Weidele
- Mauro Martino
- et al.
- 2024
- IUI 2024