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IP Risk

Intellectual property risk encompasses the legal and business threats that arise when AI systems inadvertently use, reproduce, or derive value from protected works without proper licensing or attribution. This includes concerns about training data sourcing, copyright infringement, patent conflicts, and trade secret exposure, all of which can expose organizations to litigation and regulatory action. For enterprise AI governance, managing IP risk is critical because it directly affects product liability, legal compliance, and the ability to deploy models commercially without facing costly disputes or injunctions.

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