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Validation is the cornerstone of reliability in various fields, be it software development, scientific research, or personal relationships. It serves as a compass guiding us towards accuracy and trustworthiness. However, within the realm of validation lies a paradoxical challenge — inconsistent validation. This phenomenon poses a significant threat to the integrity of processes and outcomes. In this…