Panel: The future of human-AI collaboration
- Aaron Halfaker, Charles Isbell, Jaime Teevan, Qian Yang | Microsoft Experiences and Devices, Georgia Institute of Technology, Microsoft, Cornell University
- Microsoft Research Summit 2021 | Responsible AI
The increase in productivity resulting from artificial intelligence (AI) has been revolutionary, but there is a risk of developing AI systems incorrectly. We have spent considerable energy expanding the capabilities of intelligent systems and less time considering what types of intelligent systems we should be building and how to partner with users to evolve them. Join us to hear this panel discuss how to provide people with agency where and when they need it. We cover how to co-evolve machine learning (ML) and product design to obtain data and improve productivity; ways to do this fairly and responsibly; and the opportunities and roles this unlocks for workers in the future.
Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit (opens in new tab)
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Aaron Halfaker
Principal Applied Research Scientist
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Jaime Teevan
Chief Scientist & Technical Fellow
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Responsible AI
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Opening remarks: Responsible AI
- Hanna Wallach
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Demo: RAI Toolbox: An open-source framework for building responsible AI
- Besmira Nushi,
- Mehrnoosh Sameki,
- Amit Sharma
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Tutorial: Best practices for prioritizing fairness in AI systems
- Amit Deshpande,
- Amit Sharma
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Panel discussion: Content moderation beyond the ban: Reducing borderline, toxic, misleading, and low-quality content
- Tarleton Gillespie,
- Zoe Darmé,
- Ryan Calo
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Lightning talks: Advances in fairness in AI: From research to practice
- Amit Sharma,
- Michael Amoako,
- Kristen Laird
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Lightning talks: Advances in fairness in AI: New directions
- Amit Sharma,
- Kinjal Basu,
- Michael Madaio
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Panel: Maximizing benefits and minimizing harms with language technologies
- Hal Daumé III,
- Steven Bird,
- Su Lin Blodgett
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Tutorial: Create human-centered AI with the Human-AI eXperience (HAX) Toolkit
- Saleema Amershi,
- Mihaela Vorvoreanu
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Panel: The future of human-AI collaboration
- Aaron Halfaker,
- Charles Isbell,
- Jaime Teevan
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Closing remarks: Responsible AI
- Ece Kamar