Briefing Report
02 September 2026
Epistemic Sovereignty: Defending Cultural Archives Against Algorithmic Erasure
Generative AI models train predominantly on dominant institutional corpora, systematically flattening minority archives and oral histories into generic summaries. True inclusion in the synthetic era requires an architectural defense rather than a policy statement. Cultural institutions and independent innovators must establish epistemic sovereignty by structuring heritage into machine-legible knowledge graphs that synthetic models cannot erase. By implementing entity inscription, sovereign homesteading on permanent canonical domains, and generative engine optimization, institutions protect their cultural provenance against algorithmic