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Fairness

AI systems exhibit discrimination similar to humans. Algorithmic fairness involves creating models that treat all individuals or groups equally and fairly.

Reading: the White House's Blueprint for an AI Bill of Rights
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Explainable Artificial Intelligence (XAI)

XAI aims to make AI systems transparent and understandable to humans, especially in critical domains. It achieves this goal by providing explanations for its predictions, enabling end-users to interpret and trust the results.

Reading: What is explainable AI? From IBM
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AI accountability

AI accountability is a cornerstone of AI governance. It ensures that AI systems are transparent, explainable, and free of algorithmic bias. It also evaluates the data security and privacy of AI systems, as well as the involvement of a wide range of stakeholders in the development and deployment of AI systems.

Reading: comments on AI accountability from Center for American Progress
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Data Protection in AI

Data protection is an essential component of responsible AI development and use. It ensures that personal data is collected, processed, and stored in compliance with relevant laws and regulations. It includes the implementation of appropriate safeguards to protect personal data from unauthorized access, corruption, or adversarial attacks.

Reading: What is GDPR, the EU’s new data protection law?

Team

Placeholder

Ke Yang

Founding Faculty
Computer Science

Carolina Vivas-Valencia

Faculty
Biomedical Engineering

Hilal Pataci

Faculty
Information Systems and Cyber Security

Maryam Tabar

Faculty
Computer Science

Dengdeng Yu

Faculty
Management Science and Statistics

Zijie Zhang

Faculty
Computer Science

Yuexia Zhang

Faculty
Management Science and Statistics
Placeholder

Sinmi Akindele

Graduate Student Fellow
Computer Science

Sohanur Rahman

Graduate Student Fellow
Computer Science

Asif Ahmed

Graduate Student Fellow
Computer Science

Jason Johnson

Graduate Student Fellow
Computer Science

Sai Siri Chittineni

Undergraduate Student Fellow
Computer Science

Ashmit Sethi

High School Student Fellow
Dublin High School, Senior

This could be you!

We are always looking for people who are passionate about advancing AI responsibility. You can get in touch with us by using one of the following methods.