●researcherTraining data provenance and web-crawl filtering become active attack surfaces — this is a concrete, documented case for investing in data source verification pipelines.
●policyThis is a structurally novel influence operation targeting AI inference layers, not just social media, requiring updated threat models for AI-generated content governance.