2026. Explainable AI and Human Accountability: Redefining Decision Transparency in High-Risk Automated Systems. Journal of responsible AI & ethics. 2, 04 (Apr. 2026), 1–12. DOI:https://doi.org/10.63665/p4gh5j62.