# OnCo record local-llm-reasoning-layer (term). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/terms/local-llm-reasoning-layer/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "local-llm-reasoning-layer" ;
  schema:name "Local-only language models over patient data (privacy by architecture)"@en ;
  schema:alternateName "local-only LLM"@en, "on-device LLM"@en, "on-device language model"@en, "local language model"@en, "egress guard"@en, "egress guards"@en, "cohort briefing"@en, "LLM reasoning layer"@en, "no-network inference"@en ;
  schema:description "Running an open language model on the same machine as a patient's data, with code that blocks any network call, lets a system explain model outputs in words without the data ever leaving the room."@en ;
  schema:url <https://onco.cc/terms/local-llm-reasoning-layer/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/Large_language_model> ;
  schema:citation <https://en.wikipedia.org/wiki/Clinical_decision_support_system>, <https://en.wikipedia.org/wiki/Large_language_model> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/hipaa/>, <https://onco.cc/terms/controlled-access-data/>, <https://onco.cc/terms/uncertainty-quantification/>, <https://onco.cc/terms/open-weights/> .