@article{constructivecircuitamplificationimprovin, title = {Constructive Circuit Amplification: Improving Math Reasoning in LLMs via Targeted Sub-Network Updates}, author = {Nikhil Prakash and Donghao Ren and Dominik Moritz and Yannick Assogba}, year = {2025}, eprint = {2512.16914}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.16914}, }