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Abstract
The development of Artificial Intelligence (AI) has brought significant changes to the field of education, including Islamic education. These changes have given rise to epistemological challenges related to the nature of knowledge, sources of truth, and the role of humans in the learning process. This study aims to examine the concept of epistemology in Islamic education and analyze the challenges and opportunities of integrating Artificial Intelligence within the context of Islamic education. This study employed a qualitative approach using library research. Data were obtained through document studies of books, journal articles, and relevant scientific sources discussing Islamic epistemology and Artificial Intelligence in education. Data analysis was conducted using content analysis and a descriptive-analytical approach to identify the epistemological differences between Islamic education and AI technology. The study results indicate that the epistemology of Islamic education is holistic and integrative, making revelation, reason, and experience the primary sources of knowledge in Islamic education. Meanwhile, Artificial Intelligence operates within a rational-empirical framework that is instrumental and value-free, thus unable to replace the human role in shaping moral and spiritual values. Therefore, the integration of AI in Islamic education must be conducted critically and selectively, while still making Islamic values the main foundation for achieving the goals of Islamic education, namely, forming individuals who are faithful, knowledgeable, and of noble character.
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References
- Abrar, M. (2025). Pendidikan Islam Dalam Perspektif Epistemologi Islam: Tantangan dan Peluang Abad 21. Jurnal Seumubeuet, 44–59. https://ejournal.ymal.or.id/index.php/jsmbt/article/view/158%0Ahttps://ejournal.ymal.or.id/index.php/jsmbt/article/download/158/160
- Afifi Fauzi Abbas. (2012). Integrasi Pendekatan Bayânî, Burhânî, dan ‘Irfânî dalam Ijtihad Muhammadiyah. In AHKAM : Jurnal Ilmu Syariah (Vol. 12, Issue 1).
- Darwis, M. (2025). Penggunaan Artificial Intelligence(AI) Dalam Pembelajaran Pendidikan. Teknologi Pendidikan, 23, 100–109.
- Hasmiza, H. (2025). Model Kurikulum Pendidikan Islam Di Era Digital: Mengoptimalkan Teknologi Untuk Pembelajaran Yang Inovatif. Research and Development Journal of Education, 11(1), 164. https://doi.org/10.30998/rdje.v11i1.28068
- Imas Siti Masuroh, & Dede Aji Mardani. (2025). Artificial Intelligence Dan Pendidikan Pendidikan Islam: Pendekatan Etis Implementatif. Integratif Jurnal Magister Pendidikan Agama Islam, 6(1), 85–101.
- Kennedy, P. S. J. (2023). Digitalisasi Pendidikan : Artificial Iintelligence Di Pendidikan Tinggi[Digitalization of Education: Artificial Intelligence in Higher Education]. Prosiding Nasional 2023, 205–215 (in Indonesian).
- Lukman Hakim, S.Sos, M. (2022). Peranan Kecerdasan Buatan (Artificial Intelligence) dalam Pendidikan ( emenristek D. G. D. T. K. 1 (ed.)). emenristek Dirjen Guru Dan Tenaga Kependidikan 1.
- Mahbubi, M. (2025). Filsafat Pendidikan Islam di Era AI: Integrasi Epistemologi dan Aksiologi Islam. An-Nuha, 5(1), 37–45. https://doi.org/10.24036/annuha.v5i1.591
- Milya Sari. Asmendri. (2020). Penelitian Kepustakaan (Library Research) dalam Penelitian Pendidikan IPA. NATURAL SCIENCE: Jurnal Penelitian Bidang IPA Dan Pendidikan IPA, 6(1), 52.
- Muh. Fadel As’ad, Ahmad Musyahid, & Lomba Sultan. (2025). Teori Penemuan Hukum Islam: Pendekatan Bayani, Ta‘līl, dan Istislāḥī dalam Kerangka Ijtihad Kontemporer. AL-QIBLAH: Jurnal Studi Islam Dan Bahasa Arab, 4(4), 552–561. https://doi.org/10.36701/qiblah.v4i4.2319
- Muhammad ‘Ainul Yaqin. (2025). Supervisi Pendidikan Islam di Era Artificial Intelligence: Peluang dan Tantangan. Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa Dan Ilmu Sosial, 3(4), 08–18. https://doi.org/10.61132/nakula.v3i4.1859
- Nada, B., Utami, M., & Rahmi, Q. (2025). Disparitas dan Sinergitas Epistemologi Filsafat Al- Farabi dan Ibnu Sina dalam Pendidikan Islam 5 . 0 Disparity and Synergy of the Epistemology of Al-Farabi and Ibn Sina Philosophy in Islamic Education 5. 0 Universitas Pendidikan Indonesia and email Univ. Refleksi: Jurnal Filsafat Dan Pemikiran Keislaman, 24(2), 53–92. https://doi.org/10.14421/ref.v25i2.5754
- Neama, N. H., & Barhoom, N. S. S. (2025). Integration of Artificial Intelligence in Business Management: Opportunities and Challenges in the Digital Age. Studies in Systems, Decision and Control, 598(01), 93–105. https://doi.org/10.1007/978-3-031-91424-9_10
- Pratama, A. I. (2025). Integration of Pesantren Curriculum with Digital Technology : Challenges and Opportunities in Islamic Education. Proceedings of the 3rd International Conference on Pesantren, 2(2), 3.
- R. Nurhayati, Nur, T., P, S., Adillah, N., Agustina, & Urva, M. (2024). Dinamika Pembelajaran Pendidikan Agama Islam Berbasis Artificial Intelligence (AI). Prosiding Seminar Nasional Fakultas Tarbiyah Dan Ilmu Keguruan IAIM Sinjai, 3, 1–7. https://doi.org/10.47435/sentikjar.v3i0.3131
- Rifky, S. (2024). The Impact of Artificial Intelligence on Higher Education. Indonesian Journal of Multidisciplinary on Social and Technology, 2(1), 37–42. https://doi.org/10.31004/ijmst.v2i1.287
- Rustandi, F., Acep Ruskandar, Dienha Habibie, Adang Hambali, & Hasan Basri. (2025). Meneguhkan Karakteristik Pendidikan Islam dalam Arus Diskursus Kontemporer. Journal of Education and Social Culture, 1(1), 93–101. https://doi.org/10.58363/jesc.v1i1.21
- Sugiyono. (2017). Metode Penelitian Pendidikan: Pendekatan Kuantitatif, Kualitatif, dan R&D.
- Wahidmurni Dr.Drs.Nur Arifin, M. P. (2025). Pendidikan Karakter.
- Widyawati Chandra. (2025). Epistemologi Pendidikan Islam Transformatif Perspektif Abdurrahman Wahid.
References
Abrar, M. (2025). Pendidikan Islam Dalam Perspektif Epistemologi Islam: Tantangan dan Peluang Abad 21. Jurnal Seumubeuet, 44–59. https://ejournal.ymal.or.id/index.php/jsmbt/article/view/158%0Ahttps://ejournal.ymal.or.id/index.php/jsmbt/article/download/158/160
Afifi Fauzi Abbas. (2012). Integrasi Pendekatan Bayânî, Burhânî, dan ‘Irfânî dalam Ijtihad Muhammadiyah. In AHKAM : Jurnal Ilmu Syariah (Vol. 12, Issue 1).
Darwis, M. (2025). Penggunaan Artificial Intelligence(AI) Dalam Pembelajaran Pendidikan. Teknologi Pendidikan, 23, 100–109.
Hasmiza, H. (2025). Model Kurikulum Pendidikan Islam Di Era Digital: Mengoptimalkan Teknologi Untuk Pembelajaran Yang Inovatif. Research and Development Journal of Education, 11(1), 164. https://doi.org/10.30998/rdje.v11i1.28068
Imas Siti Masuroh, & Dede Aji Mardani. (2025). Artificial Intelligence Dan Pendidikan Pendidikan Islam: Pendekatan Etis Implementatif. Integratif Jurnal Magister Pendidikan Agama Islam, 6(1), 85–101.
Kennedy, P. S. J. (2023). Digitalisasi Pendidikan : Artificial Iintelligence Di Pendidikan Tinggi[Digitalization of Education: Artificial Intelligence in Higher Education]. Prosiding Nasional 2023, 205–215 (in Indonesian).
Lukman Hakim, S.Sos, M. (2022). Peranan Kecerdasan Buatan (Artificial Intelligence) dalam Pendidikan ( emenristek D. G. D. T. K. 1 (ed.)). emenristek Dirjen Guru Dan Tenaga Kependidikan 1.
Mahbubi, M. (2025). Filsafat Pendidikan Islam di Era AI: Integrasi Epistemologi dan Aksiologi Islam. An-Nuha, 5(1), 37–45. https://doi.org/10.24036/annuha.v5i1.591
Milya Sari. Asmendri. (2020). Penelitian Kepustakaan (Library Research) dalam Penelitian Pendidikan IPA. NATURAL SCIENCE: Jurnal Penelitian Bidang IPA Dan Pendidikan IPA, 6(1), 52.
Muh. Fadel As’ad, Ahmad Musyahid, & Lomba Sultan. (2025). Teori Penemuan Hukum Islam: Pendekatan Bayani, Ta‘līl, dan Istislāḥī dalam Kerangka Ijtihad Kontemporer. AL-QIBLAH: Jurnal Studi Islam Dan Bahasa Arab, 4(4), 552–561. https://doi.org/10.36701/qiblah.v4i4.2319
Muhammad ‘Ainul Yaqin. (2025). Supervisi Pendidikan Islam di Era Artificial Intelligence: Peluang dan Tantangan. Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa Dan Ilmu Sosial, 3(4), 08–18. https://doi.org/10.61132/nakula.v3i4.1859
Nada, B., Utami, M., & Rahmi, Q. (2025). Disparitas dan Sinergitas Epistemologi Filsafat Al- Farabi dan Ibnu Sina dalam Pendidikan Islam 5 . 0 Disparity and Synergy of the Epistemology of Al-Farabi and Ibn Sina Philosophy in Islamic Education 5. 0 Universitas Pendidikan Indonesia and email Univ. Refleksi: Jurnal Filsafat Dan Pemikiran Keislaman, 24(2), 53–92. https://doi.org/10.14421/ref.v25i2.5754
Neama, N. H., & Barhoom, N. S. S. (2025). Integration of Artificial Intelligence in Business Management: Opportunities and Challenges in the Digital Age. Studies in Systems, Decision and Control, 598(01), 93–105. https://doi.org/10.1007/978-3-031-91424-9_10
Pratama, A. I. (2025). Integration of Pesantren Curriculum with Digital Technology : Challenges and Opportunities in Islamic Education. Proceedings of the 3rd International Conference on Pesantren, 2(2), 3.
R. Nurhayati, Nur, T., P, S., Adillah, N., Agustina, & Urva, M. (2024). Dinamika Pembelajaran Pendidikan Agama Islam Berbasis Artificial Intelligence (AI). Prosiding Seminar Nasional Fakultas Tarbiyah Dan Ilmu Keguruan IAIM Sinjai, 3, 1–7. https://doi.org/10.47435/sentikjar.v3i0.3131
Rifky, S. (2024). The Impact of Artificial Intelligence on Higher Education. Indonesian Journal of Multidisciplinary on Social and Technology, 2(1), 37–42. https://doi.org/10.31004/ijmst.v2i1.287
Rustandi, F., Acep Ruskandar, Dienha Habibie, Adang Hambali, & Hasan Basri. (2025). Meneguhkan Karakteristik Pendidikan Islam dalam Arus Diskursus Kontemporer. Journal of Education and Social Culture, 1(1), 93–101. https://doi.org/10.58363/jesc.v1i1.21
Sugiyono. (2017). Metode Penelitian Pendidikan: Pendekatan Kuantitatif, Kualitatif, dan R&D.
Wahidmurni Dr.Drs.Nur Arifin, M. P. (2025). Pendidikan Karakter.
Widyawati Chandra. (2025). Epistemologi Pendidikan Islam Transformatif Perspektif Abdurrahman Wahid.