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Related Articles from SNS

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs

Announce Type: replace Abstract: Clinical decision support systems (CDSS) require scrutable, auditable pipelines that enable rigorous, reproducible validation. Yet current LLM-based CDSS remain largely opaque. Most "open" models are open-weight only, releasing parameters while withholding the data provenance, curation procedures, and generation pipelines that determine model behavior.

arXiv CS 9d ago