The rapid adoption of AI-driven recommendation systems in New Zealand’s digital media industry has transformed how audiences can access news, while simultaneously contributing to declining public trust. This study examines how explainable artificial intelligence, supported by data ethics and governance frameworks, can be used to rebuild trust in algorithmically curated news environments. A qualitative, desk-based research design was employed, using a systematic literature review of 38…