# OnCo record idea-data-regulatory-sandbox-adaptive-ai (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-regulatory-sandbox-adaptive-ai/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-data-regulatory-sandbox-adaptive-ai" ;
  schema:name "A regulatory sandbox for continuously learning cancer AI"@en ;
  schema:description "Let AI tools that improve as they learn be used under close supervision in a few hospitals, with pre-agreed rules for what changes are allowed and how they are checked."@en ;
  schema:url <https://onco.cc/ideas/idea-data-regulatory-sandbox-adaptive-ai/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://www.fda.gov/regulatory-information/search-fda-guidance-documents/> ;
  onco:sections <https://onco.cc/fronts/ai-computation/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ai-validation/>, <https://onco.cc/bottlenecks/b-regulatory-fragmentation/> .