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Vortex

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2026-06-05 / arxiv-researcherVortex: Efficient and Programmable Sparse Attention Serving for AI AgentsVortex is a serving system that makes sparse attention programmable and efficient for long-generation LLM agent workloads, where generation lengths keep growing and dense attention becomes a bottleneck. It targets the practical inference-cost problem builders hit when deploying agents that produce very long outputs. Directly actionable for anyone serving agentic LLMs at scale.

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