Fairness, Accountability, Transparency
Biases can lead to systematic disadvantages for marginalized individuals and groups — and they can arise in any point in the AI development lifecycle. To increase the accountability of high-risk AI systems, we're developing technologies to increase their end-to-end transparency and fairness.
Our work
What is red teaming for generative AI?
ExplainerKim Martineau- Adversarial Robustness and Privacy
- AI
- AI Testing
- Fairness, Accountability, Transparency
- Foundation Models
- Natural Language Processing
- Security
- Trustworthy AI
The latest AI safety method is a throwback to our maritime past
ResearchKim Martineau- AI
- AI Transparency
- Explainable AI
- Fairness, Accountability, Transparency
- Generative AI
What is AI alignment?
ExplainerKim Martineau- AI
- Automated AI
- Fairness, Accountability, Transparency
- Foundation Models
- Natural Language Processing
IBM’s Stacy Hobson wants to build tech that works for everyone
ResearchKim Martineau- AI
- Fairness, Accountability, Transparency
- Human-Centered AI
- Responsible Technology
What is prompt-tuning?
NewsKim Martineau- AI
- Computer Vision
- Fairness, Accountability, Transparency
- Foundation Models
- Machine Learning
- Natural Language Processing
Saška Mojsilović wants to channel AI for good. She may also make you rethink sour cabbage
NewsKim Martineau- AI Transparency
- Data and AI Security
- Explainable AI
- Fairness, Accountability, Transparency
- Machine Learning
- See more of our work on Fairness, Accountability, Transparency
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
- Smit Desai
- Christina Wei
- et al.
- 2024
- CHI 2024
- Subha Maity
- Mayank Agarwal
- et al.
- 2024
- ICLR 2024
- Natalia Martinez Gil
- Martin Bertran
- et al.
- 2024
- AISTATS 2024
- Georgia Perakis
- Wei Sun
- et al.
- 2024
- AISTATS 2024
- SUBHAJIT CHAUDHURY
- Toshihiko Yamasaki
- 2024
- ICASSP 2024
- Marcelo Amaral
- Sunyanan Choochotkaew
- 2024
- KubeCon EU 2024