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This work explores the interplay between gravity and probability. Specifically, we investigate how the probability distribution of a physical system can become distorted in the presence of a gravitational field. Drawing upon fundamental principles of probability theory, we analyze the modifications introduced by active gravitational influences. Our study leverages key concepts from general relativity, including the Ricci tensor and the energy-momentum tensor, to provide a theoretical framework for understanding this distortion. By proposing a geometric interpretation of probability, this work aims to stimulate new perspectives on the structure and behavior of probabilistic systems.