September 13-16, 2022
Dublin, Ireland + Virtual
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Thursday, September 15 • 15:00 - 15:40
How to Build Trustworthy AI with Open Source - Diana Atanasova & Teodora Sechkova, VMware

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Artificial Intelligence (AI) is no longer in the future. AI has left the research laboratories and has become rapidly part of various aspects of our lives. As AI adoption grows and the system's complexity increases, the consequences of making wrong decisions also rise significantly. The more we depend on AI to make decisions on our behalf, the more we require mature AI systems that we can trust. To ensure AI systems continuously behave in a trustworthy manner, research communities and governmental bodies began efforts to define guidelines and principles like Trusted AI, Responsible AI, Ethical AI, and Trustworthy AI. Each guide gives its taxonomy and categories of properties the AI needs to achieve for the good of humanity. In this session, Teodora and Diana will walk you through the Trusted AI ecosystem and demo existing open source projects: Adversarial Robustness Toolbox, AI Fairness, AI Explainability, and more to show how to leverage the existing tools to insert accountability into your machine lifecycle and improve the trustworthiness of your system.

avatar for Diana Atanasova

Diana Atanasova

Open Source Engineer, ML, VMware
Diana Atanasova is an Open Source Engineer in VMWare’s Open Source Technology Center. She is a Kubeflow contributor and holds a master's degree in Applied Mathematics and Informatics.
avatar for Teodora Sechkova

Teodora Sechkova

Open Source Software Engineer, VMware
Teodora is an open source software engineer at VMware’s Open Source Program Office. During her first years in VMware, she was an active contributor and maintainer of The Update Framework (TUF) - a framework for securing software update systems. Currently, she invests her time in... Read More →

Thursday September 15, 2022 15:00 - 15:40 IST
Wicklow Meeting Room 2 (Level 2)