# OrchSLM: Probing the Dynamics of Small Language Model Orchestration

**Published:** September 15, 2026
**Author:** Chengxi Zhang, Yu Yao
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/orchslm-probing-the-dynamics-of-small-language-model-orchestration

Although large language models (LLMs) have demonstrated remarkable capabilities, their reliance on cloud-scale infrastructure poses fundamental challenges for deployment in agentic pipelines, including latency, privacy, connectivity, and substantial computational cost. Small…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.13470)

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