Testing AI, AI driven systems, and machine learning pipelines
In partnership with industry pioneers, this virtual summit will be packed with insightful sessions, panel discussions, and a chance to connect with thought leaders, fellow practitioners, and industry experts shaping the software quality landscape.
In this talk, Ben Johnson-Ward explores the tools used in AI Research to understand and test AIs themselves, as well as systems that integrate AI, and Learning Pipelines - and how we can leverage them! As well as traditional if niche tools such as property based testing.
Fuzzing, adversarial testing, GANs, simulated data & statistical tests are all techniques we will consider. We will also talk about how we can maximize consistency when we ultimately don’t control the quality & availability of the LLMs directly.
The way we build applications is changing, it’s time to be ready for how we ensure their quality, too!