# OnCo record idea-data-sequestered-prospective-benchmarks (idea). 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/ideas/idea-data-sequestered-prospective-benchmarks/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-data-sequestered-prospective-benchmarks" ;
  schema:name "Sequestered, prospectively collected benchmark datasets that no one can train on"@en ;
  schema:description "Keep test datasets locked away and collect them going forward, so AI claims are checked on data the developers have never seen and could not have memorised."@en ;
  schema:url <https://onco.cc/ideas/idea-data-sequestered-prospective-benchmarks/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://www.nist.gov/programs-projects/face-technology-evaluations-frtefate> ;
  onco:sections <https://onco.cc/fronts/ai-computation/> ;
  onco:technologies <https://onco.cc/technologies/radiology-ai-screening/>, <https://onco.cc/technologies/digital-pathology-ai/>, <https://onco.cc/terms/ctdna/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ai-validation/> .