2 papers
cs.AI2026
Asclepius: An Adaptive Harness for Long-Horizon Clinical Agents
Grace Chang Yuan, Xiaoman Zhang, Sung Eun Kim +2
LLM agents are predominantly benchmarked on short, single-task trajectories, yet real deployments run for hours under contention, surfacing a different class of failures. We use th…
cs.CL2026
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?
Grace Chang Yuan, Xiaoman Zhang, Sung Eun Kim +1
Multi-agent large language model (LLM) systems have emerged as a promising approach for clinical diagnosis, leveraging collaboration among agents to refine medical reasoning. Howev…