Human-Centered AI
Artificial Intelligence (AI) brings amazing capabilities and challenging risks. Human-centered AI (HAI) works to maximize AI’s benefits and minimize its harms by attending to AI capabilities and their impact on users, service providers, impacted stakeholders, and society at large. This area of research:
- Improves AI innovation processes to reduce project failure and bad outcomes
- Creates new methods for people to interact with computing systems
- Advances AI Literacy
- Informs policy and the regulation of AI systems
- Improves how innovators can team with AI to co-innovate
Machine Learning (ML) is a subset of artificial intelligence (AI) that involves training algorithms to learn from and make predictions or decisions based on data. Applied ML in the context of HAI focuses on designing AI systems with human needs, behaviors, and social contexts in mind.
Students who want to learn more about HAI might be interested in the following HCII courses:
- 05-317/05-617: Design of AI Products and Services
- 05-318/05-618: Human-AI Interaction
- 05-380/05-685: Prototyping Algorithmic Experiences (PAX)
- 05-499/05-899: Special Topics: Augmenting Intelligence
- 05-499/05-899: Special Topics: Fairness, Accountability, Transparency, & Ethics (FATE) in Sociotechnical Systems
Faculty Researchers
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DIG Lab at VIS 2025
NEWSDIG Lab authors contributed to five papers at VIS 2025 and Dominik Moritz was recognized with a 10-year test of time award for the Voyager...
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CMU at CSCW 2025
NEWSCarnegie Mellon University authors contributed to 27 papers accepted to the 2025 ACM Conference on Computer-Supported Cooperative Work and...
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Empowering Everyday Folks To Audit AI
NEWSResearchers from the CMU School of Computer Science developed a tool that helps users test AI tools to discover issues like biases that de...
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Is AI Becoming Selfish?
NEWSNew research from Carnegie Mellon University's School of Computer Science shows that the smarter the artificial intelligence system, the m...
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CMU, Accenture Advance AI in Workforce Training
NEWSOrganizations face a growing demand for technology skills among their workers. Carnegie Mellon University and Accenture are uniting the un...
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HCII at UIST 2025
NEWSWhat’s next in the future of user interfaces? Look no further for some possibilities. Faculty and students from the Human-Computer Interac...
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This Stapler Knows When You Need It
NEWSA stapler slides across a desk to meet a waiting hand, or a knife edges out of the way just before someone leans against a countertop. It ...
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CMU Technology Helps People Maintain Health at Home
NEWSAn app designed by Carnegie Mellon University researchers uses artificial intelligence to assess depression and fatigue. The goal? To bett...
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PLUS Program on NBC
NEWSWhat if every student could have their own personal math tutor?At Carnegie Mellon University's School of Computer Science, researchers are...
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![image for the "[does] Compute" podcast, presented by the CMU School of Computer Science and Geekwire](/sites/default/files/styles/400px_wide/public/2025-09/does-compute-season-2.jpg?itok=RsFRrPi3)
Season Two of 'Does Compute' Now Available
NEWSFrom Oscar-winning work in computer graphics to solving problems inside the human genome, Carnegie Mellon University's top-ranked School o...
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Q&A with METALS Students about AIED Experience
NEWSA group of researchers from the Human-Computer Interaction Institute recently returned from the International Conference on Artificial Int...