Establish Clear Guidelines and Standards

Organizations should develop and adhere to clear guidelines and standards for collecting, processing, and using training data. These guidelines should emphasize the importance of fairness, transparency, and accountability in all data-related activities. Implementing such standards can help ensure that efforts to mitigate bias are consistent and effective across the organization.