The goal of this workshop is to bring together practitioners and researchers from computer science and related disciplines to discuss how artificial intelligence and data science can help us to better understand and improve the engineering of complex software systems. The workshop will specifically address the following aspects of applications of AI and data science in software engineering:

1) Application of Large Language Models and AI-Agents to support software developers

2) AI-based prediction of software defects and AI-assisted issue handling

3) Using AI to understand/improve human and social aspects of software engineering Existing research on those issues is often centered around a single discplinary perspective.

The goal of this workshop is to open new perspectives for interdisciplinary collaborations at the intersection of Artificial Intelligence, (Empirical) Software Engineering, and Human-Computer Interaction. This workshop is a follow-up event of the delegation visit of Bavarian universities to Poland in 2023. One goal of this event is to foster contacts and collaborations between Polish and Bavarian universities. Apart from researchers, there will also be guests and speakers from industry that contribute a practical perspective on AI for software engineering.