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Pillars of Trusted AI: Measure & Quantify Your Machine Learning Practices

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Betaworks Studios

29 Little West 12th Street

New York, NY 10014

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Event description

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Fairness, safety, reliability, explainability, robustness, accountability—it's hard to argue with these as goals for building trust in AI.

These dimensions must be measurable and able to be communicated to show meaningful progress. Much like standardized nutrition labels helped drive more informed consumer choices being able to clearly articulate and compare AI offerings is a big win for all consumers as well as businesses that can differentiate through trust.

Join us to explore an open source and research driven initiative tackling this important issue and leave ready with a framework you can measure your own company's initiatives with.

Our previous well received event, Ethical AI, raised very clear concerns about AI and data privacy as well as a toolkit for data trust and user experience. This event, Pillars of Trusted AI, focuses more on machine learning aspects and practices and is complementary.

Event Schedule:

6:00 PM Networking & Food, Beer
6:30 PM Kickoff & Sponsors (IBM, Betaworks Studios)
6:35 PM David Piorkowski, IBM - Pillars of Trusted AI
7:20 PM Second Speaker - TBD
8:00 PM Extended Q&A followed by networking

Presentation Summaries:

Talk 1 - David Piorkowski, IBM Pillars of Trusted AI

This talk will discuss IBM's vision for Trusted AI framed through five pillars: fairness, explainability, robustness, assurance and the AI lifecycle. Attendees will learn about each of pillars, the challenges unique to each pillar and recent work addressing those challenges and framing communication and clarity around them.

Talk 2 - TBD

Speaker Bios:

David Piorkowski is a Researcher at IBM Research AI. His research interests are at the intersection of AI, Software Engineering and HCI. He is particularly interested in understanding how data scientists and developers reason about AI during development, especially regarding building and communicating trust.


Sponsors:

This event is made possible with the support of IBM and Betaworks Studios.

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Betaworks Studios

29 Little West 12th Street

New York, NY 10014

View Map

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