Multilingual AI models often struggle with handling linguistic diversity and biased results.Standard UTF-8 encoding fails to capture morphological differences between languages.MYTE (Morphology-Driven Byte Encoding) is a novel byte encoding scheme designed to address these challenges.MYTE leverages morphological information to improve performance and fairness of multilingual AI models.