@article{supportsufficiencyasactionsufficientcomp, title = {Support sufficiency as action-sufficient compression: a single-cycle rate-regret formulation}, author = {Mark Walsh}, year = {2026}, eprint = {2606.09858}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.09858}, }