Gabriella Waters, PhD.

I research responsible AI systems that are accessible, accountable, and responsive to human complexity, with a focus on neurodiversity, bias mitigation, and AI evaluation.

Advancing AI: Fostering Accessibility, Fairness, and Ethical Innovation

My work connects human neurobiology, learning, and intelligent systems to study how AI can function as an assistive technology, how harmful bias can be measured and reduced, and how responsibility can be built into the design and evaluation of real-world AI systems.

Assistive AI and neurodiversity

Designing AI systems that better support cognitive differences and neurodiverse learning profiles.

Bias mitigation and responsible AI

Developing frameworks to identify, quantify, and reduce harmful bias in AI systems, including large language models.

AI evaluation and TEVV

Advancing testing, evaluation, verification, and validation methods for AI in high-stakes settings

Intelligent systems and social concepts

Studying neuro-symbolic systems, digital twins, and computational representations of concepts such as justice, democracy, and transparency.

Pioneering Neurobiology-Driven AI

Welcome to the forefront of research at the nexus of human neurobiology, intelligent systems, and equitable AI. Gabriella Waters is leading transformative efforts to enhance human-computer synergy, support the neurodiverse community, and develop autonomous, robust systems.

Learn More About Gabriella

Let’s Dive Into The Data

About Gabriella

Publications

Media

“Gabriella Waters sees artificial intelligence as a change agent for good.”

Learn more about why The Baltimore Sun Believe’s Gabriella Waters is one of 2024’s WOMEN TO WATCH

The future will be shaped by machines that can solve problems accurately…


Even with the absence of various data points.

Our goal is to utilize the appropriate reward propagation in our reinforcement learning environments to gain the most useful data.

Let’s Talk

For collaborations, invited talks, advisory work, or media inquiries, please get in touch through LinkedIn or my professional contact channels.

Social platforms where you will find me, like LinkedIn.