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Portrait of Han Shao

Han Shao

Assistant Professor
Machine Learning Theory

Director's Message to UMIACS December 2025

Andrew Childs textAs 2025 draws to a close, I want to thank our entire UMIACS community of faculty, students, and staff for a job well done. Your efforts continue to advance science, education, and innovation on a broad scale.

A stylized, digital illustration of a human face formed from glowing blue and pink lines and dots, floating against a dark, futuristic background filled with numbers, light streaks, and particle effects

Study: Future AI Needs Stronger Safeguards

A new UMD-led study finds current AI “guardrails” may fail to stop harmful behavior in more powerful future systems.

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Portrait of Sarah Wiegreffe

Sarah Wiegreffe

Assistant Professor
AI Interpretability
Portrait of Abdul Ghafar Rasoli

Abdul Ghafar Rasoli

Research Cyber Risk and Compliance Engineer
Michael Gullans draws a diagram on a white board.

Developing a Fault Tolerant Quantum Computer

Michael Gullans is part of multi-institutional team that demonstrated a “fault tolerant” system using 448 atomic quantum bits.

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UMD Team Advances AI Audio Systems with New Training Data and Benchmarks

Ramani Duraiswami has developed a state-of-the-art large audio-language model that advances reasoning and understanding across speech, sound, and music.

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Thousands of plastic bottles and plastic waste packaged together to form a wall.

Harnessing AI to Develop Stronger and More Sustainable Plastics

Supported by a $2 million NSF award, Sanghamitra Dutta is teaming up with UMD researchers to develop stronger biodegradable plastics that are easy to produce.

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A person calls up a chatbot on their smartphone.

Building AI That Keeps Users Safe Across Cultures and Crises

CLIP researchers are developing AI that provides consistent, culturally aware guidance to help users stay safe in both every day and crisis situations.

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Portrait of Marcus Fedarko

Marcus Fedarko

Postdoctoral Associate
Microbiome Sequencing Analysis
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