Saleema Amershi
Saleema Amershi is a researcher whose work spans human-AI interaction, interactive machine learning, and multi-agent systems. Her early work modeled exploratory learning interactions, and she earned a CSE PhD at the University of Washington in 2012. She led development of human-AI design guidelines and coauthored AutoGen Studio, Magentic-One, and Magentic-UI. A 2009 paper she coauthored with Cristina Conati received the 2022 Educational Data Mining Test of Time Award. As of October 2026, she is a Partner Research Manager at Microsoft AI Frontiers and leads the Magentic Team.
Timeline
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2009–2012
Modeling exploratory learning
In 2009, while studying for a master's degree, she coauthors a paper with Cristina Conati that proposes a data-driven method for modeling exploratory learning interactions. She completes a CSE PhD at the University of Washington in 2012.
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2014–2019
Human-AI interaction guidelines
In 2014, she coauthors Power to the People: The Role of Humans in Interactive Machine Learning, which argues that users should take part at every stage of system design. In 2019, she leads development of 18 human-AI interaction guidelines presented at CHI.
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2022
A test-of-time award
Her 2009 paper with Cristina Conati receives the 2022 Educational Data Mining Test of Time Award for early work on AI-based personalized support in exploratory learning.
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2023
AutoGen Studio workflows
In December 2023, she coauthors AutoGen Studio, a point-and-click interface for defining agents and multi-agent workflows with AutoGen.
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2024
A generalist agentic system
In 2024, she coauthors Magentic-One, an open-source multi-agent system whose Orchestrator plans tasks, tracks progress, and directs specialized agents to use a browser, local files, or code.
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July 2025
A human-agent interface
In July 2025, she coauthors Magentic-UI, an open-source web interface for human-agent interaction with support for web browsing, code execution, and file manipulation.
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August 2026
Reinforcing social reasoning
In August 2026, she coauthors From Passive Delegates to Strategic Negotiators, a study on social reasoning in small language models with SocialRL.
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As of October 2026
Leading the Magentic Team
As of October 2026, she is a Partner Research Manager at Microsoft AI Frontiers and leads the Magentic Team, which builds AI agents and multi-agent platforms.
Sources and credits
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- Dr. Conati receives 2022 Educational Data Mining Test of Time Award
- CSE’s Saleema Amershi wins UW Graduate School 2013 Distinguished Dissertation Award!
- Power to the People: The Role of Humans in Interactive Machine Learning
- Guidelines for human-AI interaction design
- AutoGen Studio: Interactively Explore Multi-Agent Workflows
- Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
- Magentic-UI: Towards Human-in-the-loop Agentic Systems
- Saleema Amershi at Microsoft Research: Publications
- Saleema Amershi at Microsoft Research