@article{probabilisticcircuitsasreasoningmachines, title = {Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)}, author = {Robert Peharz}, year = {2026}, eprint = {2608.16565}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.16565}, }