@article{uncertaintydrivenreliabilityselectivepre, title = {Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning}, author = {Stephan Rabanser}, year = {2025}, eprint = {2508.07556}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.07556}, }