@article{aletheiaquantifyingcognitiveconvictionin, title = {Aletheia: Quantifying Cognitive Conviction in Reasoning Models via Regularized Inverse Confusion Matrix}, author = {Fanzhe Fu}, year = {2026}, eprint = {2601.01532}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.01532}, }