On the Efficiency-Safety Dilemma in Large Reasoning Models.

arXiv:2609.23587v1 Announce Type: cross Abstract: Large reasoning models (LRMs) incur high inference costs, often mitigated by efficiency techniques like quantization and pruning. However, the impact of these techniques on model adversarial robustness remains