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Demystifying AI: Navigating the Balance between Precision and Comprehensibility with Explainable Artificial Intelligence

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  • Narayana Challa
Abstract
Integrating Artificial Intelligence (AI) into daily life has brought transformative changes, ranging from personalized recommendations on streaming platforms to advancements in medical diagnostics. However, concerns about the transparency and interpretability of AI models, intense neural networks, have become prominent. This paper explores the emerging paradigm of Explainable Artificial Intelligence (XAI) as a crucial response to address these concerns. Delving into the multifaceted challenges posed by AI complexity, the study emphasizes the critical significance of interpretability. It examines how XAI is fundamentally reshaping the landscape of artificial intelligence, seeking to reconcile precision with the transparency necessary for widespread acceptance.

Suggested Citation

  • Narayana Challa, 2024. "Demystifying AI: Navigating the Balance between Precision and Comprehensibility with Explainable Artificial Intelligence," International Journal of Computing and Engineering, CARI Journals Limited, vol. 5(1), pages 12-17.
    • Handle: RePEc:bhx:ojijce:v:5:y:2024:i:1:p:12-17:id:1603
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    File URL: https://carijournals.org/journals/index.php/IJCE/article/view/1603/1970
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