Invited Talks
Włodzisław Duch "Impact of artificial intelligence on science."

Link to CV: http://www.is.umk.pl/~duch/cv/cv.html
In September 2025 frontier AI models have surpassed humans in programming and mathematical competitions. In life sciences systems like AlphaFold became indispensable. The future of scientific research lies in human-AI agent collaboration. In several branches of physics great progress has already been made. To accelerate scientific discovery multimodal large reasoning models capable of comprehending various scientific modalities are needed. Physics-informed systems are trained to respect constraints based on the laws of physics, before successful applications to predict complex real-world phenomena. Attractor network simulations show how temporo-spatial processing disorders can be related to properties of networks and individual neurons, and offer a neural interpretation of psychological phenomena. In this talk I will try to show the path from predictive AI through partial assistance to full autonomous integrated research platforms controlled by AI agents.