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ResearchSeptember 15, 2026

Carbon-Aware Routing for Function Calling in Edge-Cloud LLM Systems

Large Language Models (LLMs) with function-calling capabilities are becoming critical for modern agentic AI systems. Nevertheless, current deployments typically route inferences to powerful cloud-based models, incurring significant energy use and carbon emissions. We address…

Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Spyros Tragoudas, Iraklis Anagnostopoulos·arXiv — cs.AI
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Key Takeaways
  • 01.Large Language Models (LLMs) with function-calling capabilities are becoming critical for modern agentic AI systems
  • 02.Nevertheless, current deployments typically route inferences to powerful cloud-based models, incurring significant energy use and carbon emissions
  • 03.We address…

This material is provided as an extended analytical summary.

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Aggregated within AI Qazaqstan national intelligence stream with author attribution.

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