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Narnaiezzsshaa Truong

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#large language models Open access Oct 2026

Semantic Privilege Collapse: Trust Boundaries and Execution-Level Authorization in Agentic AI Systems

Large language model agents operating within tool-enabled pipelines create opportunities for untrusted content to influence consequential actions. This note introduces semantic privilege collapse as an architectural failure condition in which task data or insufficiently authorized instructions are promoted into effecti...

Narnaiezzsshaa Truong · 0 citations
#large language models Open access Sep 2026

Frontier AI as Strategic Infrastructure: Sovereign Governability Under Dependency

When personal data enters an artificial-intelligence development lifecycle, deleting the original record may not end the consequences of an unlawful, deceptive, or otherwise prohibited data practice. The data may have informed a model, algorithm, embedding, feature set, evaluation corpus, or other operational artifact....

Narnaiezzsshaa Truong · 0 citations
#artificial intelligence Open access Sep 2026

Frontier AI as Strategic Infrastructure: Sovereign Governability Under Dependency

When personal data enters an artificial-intelligence development lifecycle, deleting the original record may not end the consequences of an unlawful, deceptive, or otherwise prohibited data practice. The data may have informed a model, algorithm, embedding, feature set, evaluation corpus, or other operational artifact....

Narnaiezzsshaa Truong · 0 citations

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