Errors in data, models, or metrics > - *Addressable by:* Data auditing, fairness constraints, performance disaggregation > > **Layer 2: Institutional bias** — Organizational practices and incentives that produce biased systems > - *Addressable by:* Diverse teams, bias audits, regulatory requirements