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
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
Debugging foundation models for bias
ResearchKim Martineau- Computer Vision
- Explainable AI
- Fairness, Accountability, Transparency
- Foundation Models
- Natural Language Processing
- 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
- Claudio Santos Pinhanez
- Raul Fernandez
- et al.
- 2024
- IUI 2024
- Shubh Goyal
- Medha Hira
- et al.
- 2024
- AAAI 2024
- Abdelrahman Zayed
- Gonçalo Mordido
- et al.
- 2024
- AAAI 2024
- Hao Wang
- Luxi He
- et al.
- 2023
- NeurIPS 2023
- Jinghan Jia
- Jiancheng Liu
- et al.
- 2023
- NeurIPS 2023
- Raymond Feng
- Flavio Calmon
- et al.
- 2023
- NeurIPS 2023