Tariq, B. et al. 2025. Ethical Imperatives in AI Design: A Comprehensive Framework for Risk Mitigation and Responsible Innovation. Ubiquitous Technology Journal. 1, 2 (Jun. 2025), 61–73. DOI:https://doi.org/10.71346/utj.v1i2.23.