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Trade Secrets
Trade secrets are confidential business information that provides competitive advantage and is protected from unauthorized disclosure through reasonable security measures. In AI governance, trade secrets become critical compliance concerns because machine learning models, training data, algorithms, and proprietary datasets often constitute protectable intellectual property that must be safeguarded during development, deployment, and vendor partnerships. Organizations must establish clear policies for handling trade secrets in AI systems, especially when sharing models with third parties, using cloud infrastructure, or complying with regulatory requests, to avoid losing legal protection and competitive positioning.
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