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Test models for secret loyalties.

A crowdsourced platform for auditing models and datasets on Hugging Face, investigating secret loyalties, and sharing findings.

What is loyalty?

Loyalty is a model’s tendency to favor a person, organization or country, or act in their interests. A secret loyalty is undisclosed and may conflict with the user’s goals. Preference alone isn’t proof of a secret loyalty.

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Hugging Face character in front of an open backdoor