Cisco: Country labels obscure AI model lineage and security risks

Cisco and VAIL research shows country-of-origin labels don't reflect a model's true lineage due to 'provenance entanglement,' as models inherit weights from other models. They propose AI-specific SBOMs, noting dependencies are embedded in learned weights, not manifests.