Kumar, D.R. 2025. A Universal Fixed Point: The Cauchy Distribution as A Unifying Principle in Modern Probability Theory. Engineering And Technology Journal. 10, 9 (Sep. 2025), 6669–6729. DOI:https://doi.org/10.47191/etj/v10i09.02.