James C. Davis

AI failures in the eyes of the downstream developer: a first look at concerns, practices, and challenges

Abstract With the advancement of AI models, more software systems are adopting AI as a component to facilitate automation. Pre-trained models (PTMs) have become a cornerstone of AI-based software, allowing for rapid integration and development with lower training cost. However, t...