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Qaish Kanchwala

1 paper indexed

arxivcs.AI2026-07-02

ContextNest: Verifiable Context Governance for Autonomous AI Agent

Misha Sulpovar, Benn R. Konsynski, Qaish Kanchwala, Gabe Goodhart

Autonomous AI agents increasingly depend on external knowledge stores, yet most retrieval pipelines provide relevance without durable guarantees of provenance, version identity, integrity, traceability, or point-in-time reconstruction. We formalize this as context governance and…

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