Responsible AI and Human Centred Technology

Human-centered and responsible AI for all

Technologies
python, javascript, Technical writing
Topics
machine learning, ai, Fairness, Robustness, Safety, Interpretibility
Human-centered and responsible AI for all
Responsible AI & Human-Centered Technology (RAI-HCT) is Google Research’s center-of-excellence focused on ensuring that AI/ML and its development positively impacts our users and the world, particularly marginalized communities. RAI-HCT has both researchers, focused on developing breakthrough innovations around responsible AI topics (e.g. fairness, robustness, safety), as well as product and engineering teams that develop infrastructure and solutions for Google products and open-source libraries. Our current offerings include a mix of tools from PAIR(http://ai.google/pair) and Tensorflow Responsible AI toolkit(https://www.tensorflow.org/responsible_ai/guide)

Projects

Contributor
Anjishnu Mukherjee
Mentor
Ryan Mullins
Organization
Responsible AI and Human Centred Technology
Tutorials for Working with Interpretable and Explainable AI with 🔥LIT
This project focuses on providing easy-to-understand walk-throughs of standard workflows for analyzing models using LIT and also providing in-depth...
Contributor
Aryan Chaurasia
Mentor
Ryan Mullins
Organization
Responsible AI and Human Centred Technology
XAI models for 🔥LIT
This project is about adding new AI models for LIT demos. The whole idea is to include different kinds of models as examples, so people from various...
Contributor
Chris Schmitz
Mentor
Pranjal Awasthi, Jenny Hamer
Organization
Responsible AI and Human Centred Technology
Fair Data (Re)weighting
This project seeks to experimentally examine and benchmark the performance of fair data reweighting (FDW), a fairness preprocessing technique, as...
Contributor
Taylor Lee
Mentor
Mahima Pushkarna, Andrew Zaldivar
Organization
Responsible AI and Human Centred Technology
(Taylor Lee) GSoC RAI-HCT Data Cards Playbook Labs Proposal
Artificial intelligence developments can lead to growth and scientific advancement at a rapid pace making it even more important how these systems...