research
The Medication Agent Asked What the Chart Omitted
ATLAS builds a patient-specific conflict graph before revising a complex medication plan.
Summary
ATLAS builds a patient-specific conflict graph before revising a complex medication plan.
ATLAS structures guideline evidence as a medication-safety graph, asks targeted questions about missing conditions and geriatric risks, then distills relevant relations into a patient-specific conflict graph. A risk-first multi-agent policy screens contraindications, cautions, monitoring needs and alternatives. The accompanying GeriMedBench tests interactive information gathering and plan revision. This is preprint benchmark work, not medical advice, prescribing authority or evidence of improved outcomes in real patients.
Why it matters
ATLAS builds a patient-specific conflict graph before revising a complex medication plan.
Limits and context
- This is preprint benchmark work, not medical advice, prescribing authority or evidence of improved outcomes in real patients.
Key claims
ATLAS builds a patient-specific conflict graph before revising a complex medication plan.
Qualification: This is preprint benchmark work, not medical advice, prescribing authority or evidence of improved outcomes in real patients.
Evidence: source-2026-08-11-012
Sources
- arXiv preprint 2608.09443arXiv · primary research
Corrections
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