California Office of Data and Innovation

Bias and Impact Assessments: Evaluate models for potential disparate impacts across demographic groups and document findings. If a model is used to inform decisions about people, such as benefits eligibility or hiring, departments should conduct an a...

Human-in-the-Loop: AI should augment, not replace, human judgment. ODI will set guidelines requiring human review of AI outputs, especially in high-stakes use cases.