"It's more about the behaviors and the lack of controls over the models" than where they come from. Cisco's Amy Chang on why country-of-origin labels are an incomplete proxy for AI model risk — and what her research found instead:
coderlegion.com/25387/ciscos... #AIModels #ModelProvenance
coderlegion.com/25387/ciscos... #AIModels #ModelProvenance
Cisco's Amy Chang: A Model's "Passport" Doesn't Tell You Where It Actually Came From
Ask Amy Chang, Head of AI Threat Intelligence & Security Research at Cisco, what a model's country-of-origin label actually tells you, and her answer cuts against how most procurement conversations st...
coderlegion.com
August 27, 2026 at 2:14 PM
"It's more about the behaviors and the lack of controls over the models" than where they come from. Cisco's Amy Chang on why country-of-origin labels are an incomplete proxy for AI model risk — and what her research found instead:
coderlegion.com/25387/ciscos... #AIModels #ModelProvenance
coderlegion.com/25387/ciscos... #AIModels #ModelProvenance
Sovereign AI Systems Demand Deterministic Control Planes
The future of sovereign AI systems hinges on the implementation of deterministic control p...
https://activemirror.ai/blog/sovereign-ai-systems-demand-deterministic-control-planes #activemirroros #deterministiccontrolplane #modelprovenance
The future of sovereign AI systems hinges on the implementation of deterministic control p...
https://activemirror.ai/blog/sovereign-ai-systems-demand-deterministic-control-planes #activemirroros #deterministiccontrolplane #modelprovenance
May 5, 2026 at 12:02 PM
Sovereign AI Systems Demand Deterministic Control Planes
The future of sovereign AI systems hinges on the implementation of deterministic control p...
https://activemirror.ai/blog/sovereign-ai-systems-demand-deterministic-control-planes #activemirroros #deterministiccontrolplane #modelprovenance
The future of sovereign AI systems hinges on the implementation of deterministic control p...
https://activemirror.ai/blog/sovereign-ai-systems-demand-deterministic-control-planes #activemirroros #deterministiccontrolplane #modelprovenance
Cisco launches Model Provenance Kit, an open-source tool that creates fingerprints for AI models to track lineage, detect tampering, and reduce risks with third-party models from sources like HuggingFace. #ModelProvenance #AIIntegrity #USA
Cisco Releases Open Source Tool for AI Model Provenance
Cisco released an open-source Model Provenance Kit to generate fingerprints for third-party AI models and help organizations trace lineage, detect tampering, and assess risks. The toolkit compares model fingerprints and scans against Cisco’s database to mitigate security, compliance, and supply-chain issues associated with models from repositories like HuggingFace. #ModelProvenanceKit #HuggingFace...
www.hendryadrian.com
May 1, 2026 at 1:15 PM
Cisco launches Model Provenance Kit, an open-source tool that creates fingerprints for AI models to track lineage, detect tampering, and reduce risks with third-party models from sources like HuggingFace. #ModelProvenance #AIIntegrity #USA