el-Sunnah: Jurnal Kajian Hadis dan Integrasi Ilmu
Vol. 7 No. 1 (2026): el-Sunnah: Jurnal Kajian Hadis dan Integrasi Ilmu

Bias and Hallucination of Artificial Intelligence in Hadith Studies: An Analysis of Epistemological Distortion in ChatGPT and Gemini

Zaky Muhammad Aqil (Universitas Islam Negeri Sunan Kalijaga Yogyakarta)



Article Info

Publish Date
12 Jun 2026

Abstract

This article examines the phenomenon of bias in Artificial Intelligence (AI) through a real-world case study of user interactions with ChatGPT and Gemini within the context of Hadith studies. Employing an exploratory case study method via prompt engineering techniques and comparative data analysis, this research identifies representative bias and hallucinations. Each form of bias carries serious implications: the epistemological distortion of meaning and the displacement of scholarly authority by the pseudo-authority of AI. This study emphasizes the necessity of mitigation strategies, including utilizing AI solely as a "sparring partner," verifying AI-generated outputs against authoritative sources—such as religious scholars (ulama) and primary Hadith texts—and enhancing religious literacy. The findings assert that AI is not a neutral entity; therefore, its application in Hadith studies must be critical, purposeful, and grounded in authentic sources to remain within normative boundaries.

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Journal Info

Abbrev

elsunnah

Publisher

Subject

Religion Humanities

Description

el-Sunnah: Jurnal Kajiandan Integrasi Hadis merupakan jurnal berkala ilmiah yang diterbitkan oleh Jurusan Ilmu Hadis Fakultas Ushuluddin dan Pemikiran Islam Tentang ...