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cs.AI2026
QuarkMedSearch: A Long-Horizon Deep Search Agent for Exploring Medical Intelligence
Zhichao Lin, Zhichao Liang, Gaoqiang Liu +6
As agentic foundation models continue to evolve, how to further improve their performance in vertical domains has become an important challenge. To this end, building upon Tongyi D…
cs.AI2025
MCPWorld: A Unified Benchmarking Testbed for API, GUI, and Hybrid Computer Use Agents
Yunhe Yan, Shihe Wang, Jiajun Du +12
(M)LLM-powered computer use agents (CUA) are emerging as a transformative technique to automate human-computer interaction. However, existing CUA benchmarks predominantly target GU…