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EuroSTAR Conference

Europe's Largest Software Testing Conference

Tutorial K

Exploring the Intersection of AI for Testing

Tariq King

14:00-17:30 CEST Tuesday 28th Sept

Synergies among AI and software testing can be divided into three broad yet closely related categories: (a) leveraging AI for testing; (b) methods for testing AI systems; and (c) designing software with implicit self-testing features. Researchers, software vendors, and practitioners are already using AI to develop a new wave of test automation tools. These tools automatically explore, model, reason, learn, and test software applications.

However, as with most AI and ML-based technologies, these tools raise concerns around whether or not we really trust and depend on them. ML-based systems tend to be highly dynamic and adaptable at runtime, thereby requiring extensive testing both offline, pre-deployment, and on-line, post-deployment.

Join Tariq King as he explores the intersection of AI for software testing. You’ll learn the fundamentals of AI-driven test automation and then dive into some of the challenges, approaches, and practical issues around testing AI systems.

Come and engage with Tariq and other participants, so that together we can demystify AI for testing and use collective human intelligence to tackle open problems in the rapidly growing field of AI for software testing.

What you will learn

  1. How to describe approaches and tools that leverage AI and ML for automated software testing in practice.
  2. Be able to identify some of the key challenges and methods associated with testing AI and ML-based systems
  3. Assess the need for designing AI/ML based systems with embedded self-testing capabilities

Session Details

  • Introductory
  • 3.5 Hours
  • Interactive Tutorial
  • New technologies and challenges
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Session Speaker

Tariq King EuroSTAR Speaker

Tariq King

Chief Scientist – test.ai, USA

Tariq King enjoys breaking things and is currently the Chief Scientist at test.ai, where he leads research and development of their core platform for AI-driven testing. He started his career in academia as a tenure-track professor and later transitioned into the software industry. Tariq previously held positions as a test architect, manager, director, and head of quality. He has published over 40 articles in peer-reviewed software testing books, journals, conferences, and workshops. He is a member of the ACM and IEEE Computer Society, and serves as a board member and keynote speaker for several international software engineering and testing conferences.

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