SE4AI: An Overview
When: December 01, 2021, 11:00 - 12:00
The last decade has seen an exponential rise in the popularity of AI and consequently it’s adoption into a multitude of fields ranging from health care, automotive industry and governance. The popularity of “Big Data” along with the development of dedicated hardware to perform arithmetic operations (GPUs, TPUs, FPGAs, etc.) has enabled AI researchers to develop a plethora of machine learning (ML) and deep learning (DL) models. Significant effort has also been put in improving the performance of said models and accomplish tasks that humans simply cannot do manually. Unfortunately, very little emphasis has been put in the actual methodology of working with AI systems, until now. Software Engineering for Artificial Intelligent (SE4AI) is an emerging field that explores the problems associated with developing software with AI components. In this talk, I will provide a broad overview of the field along with it’s current challenges and opportunities. I expect this talk to be less technical and more philosophical in nature. Anyone already working on something similar or curious to know about this topic are welcome!