2 papers
cs.SE2026
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?
Yuhao Wu, Jingyuan Zhang, Jiajun Shi +16
As agents move from research prototypes to deployed tools, their capability increasingly depends on model-external execution infrastructure, commonly termed the agent harness. Chan…
cs.AI2026
Pro-Router: Token-Aware Progressive Model Routing with Adaptive Edge-Cloud Collaboration for Efficient Multimodal LLM Inference
Xinyuan Gui, Shaowen Wang, Sheng Sun +3
The remarkable performance of multimodal large language models (MLLMs) comes at the cost of substantial computational overhead, posing significant challenges to real-time deploymen…