@article{fairtopiaenvisioningmultiagent, title = {FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines}, author = {Athena Vakali and Ilias Dimitriadis}, year = {2025}, eprint = {2506.09107}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.09107v1}, }