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The model repository is an underexamined chokepoint in modern AI pipelines.
Teams pull weights, tokenizers, and inference configurations from shared hubs directly into production, often without the dependency-signing controls that are standard for other software components.
A breach at Hugging Face landed at the same moment Black Hat convened in Las Vegas, where AI agent hack demonstrations involving systems from Anthropic, Meta, and OpenAI were drawing a line between research-stage findings and live operational risk.
The supply-chain dimension of a model hub breach Where this sits in the stack matters. Hugging Face is not a single API endpoint.
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