Assurance

The process of testing and validating AI models for accuracy, bias, and compliance, ensuring they meet quality and regulatory standards. This includes verifying that model outputs are reliable across different use cases and that the model behaves as expected under changing inputs. For example, in a lending application, AI assurance would involve confirming that the model does not discriminate against protected classes and meets fair lending requirements.

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