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Independent Evaluation
Independent evaluation refers to testing and assessment of AI systems conducted by third parties who have no stake in the system's success or marketing. For governance purposes, independent evaluation provides objective evidence about an AI system's performance, safety, and compliance with regulatory requirements that internal testing alone cannot supply. This matters because regulators, customers, and boards increasingly require unbiased verification that high-risk AI systems work as claimed and do not create unexpected harms before deployment.
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