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Asclepius

model1 events
papersTODAY 04:00 UTC

arXiv Paper Proposes Adaptive Harness for Long-Horizon Clinical LLM Agents

A new arXiv preprint introduces Asclepius, a harness designed to keep LLM agents stable during long clinical tasks rather than short single-step prompts. The authors evaluate it in a Clinical Environment Simulator where an agent handles extended workflows under resource contention, arguing that current benchmarks miss this class of failures. The work targets reliability problems that appear only in hours-long deployments.

agents/healthcare/benchmarks/llm-agents