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AI Translation in Poetry and Prose: Loss, Gain, and the Aesthetics of Machine Voice
Author: Nyiramukama Diana Kashaka
Publisher: NEWPORT INTERNATIONAL JOURNAL OF LAW, COMMUNICATION AND LANGUAGES (NIJLCL)
Published: 2026
Section: Faculty of Education
Abstract
Artificial Intelligence (AI) has transformed the field of literary translation by introducing new possibilities and
challenges in the translation of poetry and prose. This study examines the phenomenon of AI-mediated translation
through the lens of Translation Studies, focusing on the dynamics of loss, gain, and the emerging aesthetics of
machine voice. It explores the long-standing tension between fidelity and creativity and investigates how AI
systems influence linguistic, cultural, and aesthetic dimensions of literary texts. The study identifies significant
areas of loss, including diminished prosodic patterns, weakened sensory and emotional resonance, and cultural and
intertextual gaps that affect the preservation of meaning and literary expression. Conversely, AI translation also
offers notable gains, such as expanded multilingual accessibility, wider global circulation of literary works,
enhanced efficiency, and the development of new hybrid literary forms. Furthermore, the study analyzes the
concept of machine voice as a distinct aesthetic phenomenon that reshapes reader interpretation and challenges
traditional notions of authorship and originality. Through theoretical analysis and comparative perspectives on
AI- and human-mediated translations, the paper argues that AI translation should not be understood solely as a
technological tool but also as a transformative force redefining literary production, reception, and cross-cultural
communication. The study concludes that while AI introduces inevitable losses in literary translation, it
simultaneously creates new forms of creative and interpretive possibilities that demand continued scholarly
engagement.