How to Build Trustworthy AI with Open Source - Diana Atanasova & Teodora Sechkova, VMware
Channel: The Linux Foundation
Date: 2022-10-08

How to Build Trustworthy AI with Open Source - Diana Atanasova & Teodora Sechkova, VMware

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.