@article{whenlessisenoughefficientinferenceviacol, title = {When Less is Enough: Efficient Inference via Collaborative Reasoning}, author = {Yilei Chen and Sharut Gupta and Yannis Paschalidis and Ayush Sekhari and Aldo Pacchiano}, year = {2026}, eprint = {2605.01111}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.01111}, }