AI decision-making has the potential to advance human rights by enabling more informed decisions, improving the accessibility to services, and minimising systemic bias. At each stage of development, checks and assessments at an interdisciplinary, holistic level are needed to ensure AI evolves in line with principles of human rights, regulatory mechanisms and societal acceptance. ACOLA’s submission provides responses to the Australian Human Rights Commissions proposals outlined in their discussion paper.