Othman , E. and Mahafdah, R. (2025) “Recalibrating Human–Machine Relations through Bias-Aware Machine Learning: Technical Pathways to Fairness and Trust”, Journal of Posthumanism, 5(4), pp. 448–466. doi: 10.63332/joph.v5i4.1091.