Utilization of Generative AI in High School Learning: Opportunities and Challenges Analysis

Authors

  • Dhanar Intan Surya Saputra Universitas Amikom Purwokerto
  • Riyanto Amikom Purwokerto University
  • Irma Darmayanti Amikom Purwokerto University
  • Adam Prayogo Kuncoro Amikom Purwokerto University

DOI:

https://doi.org/10.31004/riggs.v4i2.494

Keywords:

Generative AI, ChatGPT, DeepSeek, High School Learning, Education Policy

Abstract

Study This aims to analyze opportunities and challenges in implementing generative AI technologies, such as ChatGPT and DeepSeek, in learning at the level of intermediate school in Indonesia. The approach is qualitative and descriptive based on studies, cases, and research. This is to study document policy, report education, and literature exploring readiness source power, integration processes and impacts implementation technology. The research results show that generative AI potential increases students’ motivation and participation, primarily through learning media interactive and personalized material. However, there are obstacles in form gap in digital access and lack of it related to teacher training AI technology. In conclusion, the success of the implementation of generative AI relies heavily on equity digital infrastructure, training sustainable for power educators, and proper supervision of policies. Novelty from study This lies in mapping integrative opportunities and obstacles to generative AI implementation in context education middle in Indonesia. Recommendations policy covering improvement of digital access nationally, compilation guidelines on using AI in schools, and periodic evaluation of the effectiveness of AI-based learning.

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References

L. Chen, P. Chen, and Z. Lin, “Artificial Intelligence in Education: A Review,” IEEE Access, vol. 8, pp. 75264–75278, 2020, doi: 10.1109/ACCESS.2020.2988510.

D. I. S. Saputra and D. Manongga, “The Concept and Future of Intelligent Personal Assistant Based on Artificial Autonomy for Gamers in Indonesia,” Des. Eng., vol. 2021, no. 5, 2021.

I. Naik, D. Naik, and N. Naik, “ChatGPT Is All You Need: Untangling Its Underlying AI Models, Architecture, Training Procedure, Capabilities, Limitations And Applications,” TechRxiv, vol. November, Nov. 2024, doi: 10.36227/techrxiv.173273427.76836200/v1.

N. A. Chowdhury, L. Wei, and Z. Min, “Redefining Scalability in AI: The Innovations Behind DeepSeek-V3’s MoE and Multi-Token Prediction,” Int. J. Sci. Res. Publ., vol. 1, no. 5, pp. 3–6, 2024, doi: http://dx.doi.org/10.29322/IJSRP.X.X.2024.pXXXX.

R. E. Cynthia and H. Sihotang, “Melangkah Bersama di Era Digital: Pentingnya Literasi Digital untuk Meningkatkan Kemampuan Berpikir Kritis dan Kemampuan Pemecahan Masalah Peserta Didik ,” J. Pendidik. Tambusai, vol. 7, no. 3 SE-Articles of Research, pp. 31712–31723, Dec. 2023, doi: 10.31004/jptam.v7i3.12179.

W. Mohammad and N. R. Maulidiyah, “Pengaruh Akses Internet Terhadap Aspek Kualitas Kehidupan Masyarakat Indonesia,” TriwikramaJurnal Multidisiplin Ilmu Sos., vol. 01, no. 02, pp. 30–45, 2023.

N. Solihah, M. I. Nashiruddin, and E. S. Sugesti, “Quality of Service Performance Analysis for XGS-PON Deployment in Indonesia,” in 2021 13th International Conference on Information Technology and Electrical Engineering (ICITEE), 2021, pp. 202–207. doi: 10.1109/ICITEE53064.2021.9611968.

A. N. Ikhsan, A. P. Kuncoro, A. D. Iftinani, and A. N. Fadilah, “Pelatihan penggunaan classpoint sebagai media pembelajaran interaktif Guru di SMK Negeri Kebasen,” SELAPARANG J. Pengabdi. Masy. Berkemajuan, vol. 8, no. 4, pp. 4030–4036, 2024.

D. Mustofa, I. Darmayanti, A. Pramono, S. D. Apitiadi, V. Sandy, and D. I. S. Saputra, “Pelatihan Nearpod bagi Guru untuk Meningkatkan Interaktivitas Pembelajaran di SD Negeri 1 Toyareka,” J. Pengabdi. Masy. Pemberdayaan, Inov. dan Perubahan, vol. 4, no. 6, 2024, doi: 10.59818/jpm.v4i6.1057.

N. Kerimbayev, Z. Menlibay, M. Garvanova, S. Djaparova, and V. Jotsov, “A Comparative Analysis of Generative AI Models for Improving Learning Process in Higher Education,” in 2024 International Conference Automatics and Informatics (ICAI), 2024, pp. 271–276. doi: 10.1109/ICAI63388.2024.10851491.

R. Zhao and M. Yunus, “The Impact of the Use of ChatGPT in Enhancing Students’ Engagement and Learning Outcomes in Higher Education : A Review,” Int. J. Acad. Res. Bus. Soc. Sci., vol. 13, no. 12, pp. 3734–3744, 2023, doi: 10.6007/IJARBSS/v13-i12/20258.

A. Bazen, F. K. Barg, and J. Takeshita, “Research Techniques Made Simple: An Introduction to Qualitative Research,” J. Invest. Dermatol., vol. 141, no. 2, pp. 241-247.e1, 2021, doi: https://doi.org/10.1016/j.jid.2020.11.029.

S. Ahmadi, Y. Saboohi, and A. Vakili, “Frameworks, quantitative indicators, characters, and modeling approaches to analysis of energy system resilience: A review,” Renew. Sustain. Energy Rev., vol. 144, p. 110988, 2021, doi: https://doi.org/10.1016/j.rser.2021.110988.

M. T. Machmud et al., “The Digitalization Phenomenon in Indonesian Education: Progress, Challenges, and Government Strategies,” in 2024 10th International Conference on Education and Technology (ICET), 2024, pp. 209–216. doi: 10.1109/ICET64717.2024.10778480.

A. Hadi, M. Marniati, R. Ngindana, M. S. Kurdi, M. S. Kurdi, and F. Fauziah, “New Paradigm of Merdeka Belajar Curriculum in Schools,” AL-ISHLAH J. Pendidik., vol. 15, no. 2, pp. 1497–1510, 2023, doi: 10.35445/alishlah.v15i2.3126.

S. M. Sinambela et al., “Kesenjangan Digital dalam Dunia Pendidikan Masa Kini dan Masa Yang Akan Datang,” J. Bintang Pendidik. Indones., vol. 2, no. 3, pp. 15–24, 2024, doi: 10.55606/jubpi.v2i3.3003.

A. B. Hariyadi and N. Hariyati, “Pentingnya Fasilitas Belajar Berbasis Teknologi Informasi Terhadap Hasil Belajar Siswa,” J. Inspirasi Manaj. Pendidik., vol. 8, no. 4, pp. 558–569, 2020.

Z. Yu, “Sustaining Student Roles, Digital Literacy, Learning Achievements, and Motivation in Online Learning Environments during the COVID-19 Pandemic,” Sustain., vol. 14, no. 8, 2022, doi: 10.3390/su14084388.

Y. Antoni and M. Asvial, “Strategy of National Fiber Optic Backbone Network Utilization Enhancement in Rural Area of Indonesia,” in 2019 IEEE International Conference on Innovative Research and Development (ICIRD), 2019, pp. 1–8. doi: 10.1109/ICIRD47319.2019.9074750.

P. M. Rao and S. Ranganadham, “Adapting to Change: Digital Library Services and Their Role in Remote Learning,” Int. J. Res. Libr. Sci., vol. 11, no. 1, pp. 283–293, 2025, doi: 10.26761/IJRLS.11.1.2025.1856.

Ministry of Communication and Informatics of the Republic of Indonesia, Satu Dekade Pembangunan Digital Indonesia 2014 - 2024. Jakarta Barat: PT Sarana Ecommerce Nusantara, 2024.

Kemendikbud, “Kemendikbud Luncurkan Program Digitalisasi Sekolah,” Kemendikbud. Accessed: Jan. 27, 2025. [Online]. Available: https://www.kemdikbud.go.id/main/blog/2019/09/kemendikbud-luncurkan-program-digitalisasi-sekolah

I. Darmayanti, D. A. B. Utami, P. Subarkah, H. Alrasyid, and N. Trinarsih, “Pelatihan Pemanfaatan Teknologi Informasi Nearpod sebagai Inovasi Pembelajaran di Era 5.0,” SELAPARANG. J. Pengabdi. Masy. Berkemajuan, vol. 7, no. 4, pp. 2249–2255, 2023.

D. I. S. Saputra, I. Tahyudin, D. Mustofa, Hartanto, and T. Mahardianto, “Open Big Data for Indonesian Biodiversity Based on an Online Crowdsourcing Platform,” Seybold Rep. J., vol. 17, no. 5, pp. 161–171, 2022, doi: 10.5281/zenodo.6601240.

F. N. Afiana et al., “Aplikasi Pembelajaran Anak Usia Dini Untuk Menentukan Minat Bakat Dengan Teknologi AI,” Indones. J. Softw. Eng., vol. 7, no. 2, pp. 196–204, 2021, [Online]. Available: https://ejournal.bsi.ac.id/ejurnal/index.php/ijse/article/view/11341

R. Ziatdinov and J. R. Valles, “Synthesis of Modeling, Visualization, and Programming in GeoGebra as an Effective Approach for Teaching and Learning STEM Topics,” 2022. doi: 10.3390/math10030398.

H. Hermawan, F. Mahardika, I. Darmayanti, R. B. B. Sumantri, D. I. S. Saputra, and A. Aminuddin, “New Media as a Tools to Improve Creative Thinking: A Systematic Literature Review,” in 2023 IEEE 7th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 2023, pp. 64–69. doi: 10.1109/ICITISEE58992.2023.10404556.

Directorate General of Higher Education Research and Technology, Panduan Penggunaan Generative Artificial Intelligence pada Pembelajaran di Perguruan Tinggi. Jakarta: Direktorat Jenderal Pendidikan Tinggi, Riset, dan Teknologi, 2024.

R. Iriane, D. I. S. Saputra, D. Indarto, S. W. Handani, and K. Indartono, “Design of Instagram Comic Strips for Learning Media in Elementary School,” IJECA (International J. Educ. Curric. Appl., vol. 5, no. 3, p. 317, 2022, doi: 10.31764/ijeca.v5i3.11719.

F. X. R. Baskara, “From AI to We : Harnessing Generative AI Tools to Cultivate Collaborative Learning Ecosystems in Universities,” in International Conference on Learning Community (ICLC), 2024, pp. 676–690.

L. I. Ruiz-Rojas, L. Salvador-Ullauri, and P. Acosta-Vargas, “Collaborative Working and Critical Thinking: Adoption of Generative Artificial Intelligence Tools in Higher Education,” Sustain. , vol. 16, no. 13, 2024, doi: 10.3390/su16135367.

D. I. S. Saputra, H. R. Hatta, V. Z. Kamila, and S. Wijono, “Multimedia as a tools to improve critical thinking: A systematic literature review,” AIP Conf. Proc., vol. 2798, no. 1, p. 20061, Jul. 2023, doi: 10.1063/5.0154906.

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Published

15-05-2025

How to Cite

[1]
D. I. S. Saputra, Riyanto, I. Darmayanti, and A. P. Kuncoro, “Utilization of Generative AI in High School Learning: Opportunities and Challenges Analysis”, RIGGS, vol. 4, no. 2, pp. 499–506, May 2025.

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