To identify reported practices for software systems with GenAI components in academic literature compiled in a catalog to serve as a guide for software engineers to develop safe, accurate, and reliable software systems, a systematic literature review was conducted.
This paper demonstrates an AI-assisted search process to aid in literature surveys within a fast-moving research area, and assesses the usefulness and validity of these results.
Jonathan P. Bowen, Sin-Hao Chen· Applied Sciences· 0 citations
This investigation paves the way for a comprehensive understanding of how AI is perceived by those who directly manage the introduction of these tools into traditional software development workflows, revealing a road map for future endeavors for the software development community.
Xin Zhao, Brian Vu, Sitesh Pattanaik· AIware· 0 citations
Generative Artificial Intelligence (GenAI) is increasingly integrated into software products to enable new features and user capabilities, from early exploration to operational deployment. GenAI adoption as a component within a software system introduces quality risks because GenAI outputs are probabilistic, prompt-sen...
Liang Yu, Emil Alégroth, Panagiota Chatzipetrou et al.· IEEE Transactions on Softwar...· 0 citations
Overall, this survey provides a structured characterization of the current state of AIware testing research and identifies key structural challenges that must be addressed to support lifecycle-aware, reliable AIware systems.
K. Gonzalez, Mariam El Mezouar· AIware· 0 citations
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