AI RESEARCH
Fully Open Meditron: An Auditable Pipeline for Clinical LLMs
arXiv CS.AI
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ArXi:2605.16215v1 Announce Type: new Clinical decision 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. Fully Open (FO) models, which expose the complete