The Second Edition of the Workshop “Innovative Technologies and Application-Oriented Uses of Artificial Intelligence” Held at WSEI University

The event brought together doctoral students, academic researchers, business representatives, and R&D centers to jointly analyze current trends and future directions in the applied use of artificial intelligence.

The workshop was inaugurated with a lecture by Dr. Eng. Tomasz Rymarczyk, Professor at WSEI University, titled “Future Technologies – Development and Application of Artificial Intelligence.” His presentation showcased the broad spectrum of possibilities offered by emerging technologies, with particular emphasis on the practical applications of AI across various socio-economic sectors.

The program included numerous lectures and thematic sessions, during which speakers presented innovative research and real-world applications of AI. PhD Eng. Dariusz Wójcik discussed generative artificial intelligence, focusing on variational autoencoders and diffusion models. PhD Eng. Grzegorz Rybak presented an analysis of reinforcement learning algorithms applied to production line control. Prof. Jan Sikora addressed challenges related to inverse problems in acoustic scattering. Subsequently, Dr. Eng. Grzegorz Kłosowski demonstrated the use of machine learning methods in process electrical tomography using variable-frequency measurement sequences. Later presentations highlighted the importance of ontologies and knowledge bases in improving the quality of technical documentation generated by large language models (LLMs) based on multimedia data.

As emphasized by the event’s organizer, Dr. Eng. Tomasz Rymarczyk, Professor at WSEI University and Director of both the Institute of Computer Science and Innovative Technologies and the Doctoral School, the workshop served as a valuable forum for discussing practical aspects of implementing AI algorithms in medicine, business, and industry. It also provided a space for reflection on how these technologies can support people, optimize processes, and enhance quality of life.

The second edition of the workshop reaffirmed the growing significance of artificial intelligence and its interdisciplinary character, bringing together academia, business, and industry in the search for innovative solutions.