Tariq, B., Ashraf, M. R. and Rashid , U. (2025) “Ethical Imperatives in AI Design: A Comprehensive Framework for Risk Mitigation and Responsible Innovation”, Ubiquitous Technology Journal. Ottawa, Canada, 1(2), pp. 61–73. doi: 10.71346/utj.v1i2.23.