"This paper moves from ethical principles to workable governance for newsrooms and journalism schools. It explains how bias can enter AI systems and travel through the news pipeline, then considers the limits of importing frameworks developed elsewhere. Its Ubuntu-grounded approach offers a locally contextualised basis for policy and practice. Readers can use the discussion to connect values, institutional rules and day-to-day editorial decisions. Useful for newsroom and education planning today." (This comment was generated using AI)