@article{optimizingagenticlanguagemodelinferencev, title = {Optimizing Agentic Language Model Inference via Speculative Tool Calls}, author = {Daniel Nichols and Prajwal Singhania and Charles Jekel and Abhinav Bhatele and Harshitha Menon}, year = {2025}, eprint = {2512.15834}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.15834}, }