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System design speeds up local GPU serving of multi-agent AI tasks

Original title: AgentServe: Algorithm-System Co-Design for Efficient Agentic AI Serving on a Consumer-Grade GPU

A study presents AgentServe, a single-GPU serving system that researchers say stabilises latency for multiple AI agents sharing one consumer GPU.

Yuning Zhang et al. · Added · Released Jan 2026