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Applied AI·July 30, 2026·1 min read

The lineage behind 69% of open models was never verified. Cisco just fingerprinted almost 900 for free

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Model provenance is moving from GitHub etiquette to a security control—69% unverifiable lineage is a non-starter for regulated deployments. If you’re approving open models, add fingerprinting and lineage verification to your checklist this week or accept that you’re flying blind on IP and supply-chain risk.