Research Article

Let there be music: Prompt, command, and cultural capital in the AI music generator Suno

Volume: 7 Number: 3 September 30, 2026

Let there be music: Prompt, command, and cultural capital in the AI music generator Suno

Abstract

This paper examines the role of language in prompt-based music production through the case of the AI music generator Suno and questions the widespread claim that such systems democratize music production. Building on Agamben’s (2022) concept of command, the paper conceptualizes the prompt as a command that initiates production. Drawing on Bourdieu’s (1986) concept of cultural capital, the paper considers how linguistic competence may shape prompt construction. The paper adopts an interpretive case study approach. For Suno, the paper tested one minimal and one elaborated text-based prompt in the platform’s freely accessible v4.5 Simple mode and compared the first musical output presented for each prompt. The minimal prompt consisted of a brief, general description, whereas the elaborated prompt included linguistic detail and musical terminology specific to the selected genre. The analysis focused on rock music because its well-established terminology – such as riff, distortion, power chord, pre-chorus, and guitar solo – enabled a clearer comparison of how linguistic and musical specifications were reflected in the musical outputs. The findings indicate that, in these two examples, the minimal prompt is accompanied by a more detailed style description displayed by the platform, whereas the description associated with the elaborated prompt selectively retains, renames, and restructures elements of the original prompt. Thus, algorithmic interpretation is defined as a theoretical account of how the platform maps the user’s command to the resulting musical decisions. The paper concludes that the musical output can be understood as the asymmetrical co-production of the user’s command, shaped by cultural capital, and the platform’s algorithmic interpretation, with the latter occupying a structurally dominant position in this relationship. These findings suggest that the widespread discourse presenting AI music generators as democratizing music production may overlook the distinction between access to production and control over the production process.

Keywords

Supporting Institution

No external funding was received for this study.

Ethical Statement

The author declares no conflicts of interest. The author was solely responsible for the conception, design, data collection, analysis, and writing of the manuscript. During the preparation of this work, the author used ChatGPT (GPT-5.6 Sol) in order to improve language and readability. After using this tool, the author reviewed and edited the content as needed and takes full responsibility for the content of the published article.

References

  1. Agamben, G. (2022). Buyruk nedir? [What is a command?] (M. Erşen, Trans.). Ketebe Yayınları.
  2. Baloğlu, U. (2025). Müzik üretiminin demokratikleşmesi söylemi üzerine bir inceleme. In E. Özden & M. Salmani (Eds.), Müzik ve güzel sanatlar araştırmaları (pp. 62-81). Pegem Akademi.
  3. Barnett, J. (2023). The ethical implications of generative audio models: A systematic literature review. In Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society (pp. 146-161). Association for Computing Machinery. https://doi.org/10.1145/3600211.3604686
  4. Bourdieu, P. (1986). The forms of capital. In J. G. Richardson (Ed.), Handbook of theory and research for the sociology of education (pp. 241-258). Greenwood Press.
  5. Bourdieu, P., & Passeron, J.-C. (1990). Reproduction in education, society and culture (R. Nice, Trans.). Sage Publications. (Original work published 1970)
  6. Bourdieu, P., & Wacquant, L. J. D. (1992). An invitation to reflexive sociology. Polity Press.
  7. Bown, O. (2024). From genies performing magic to sages imparting wisdom: A value-centred survey of music AI user interfaces, creative affordances and artist objectives. Journal of New Music Research, 53(1-2), 5-18. https://doi.org/10.1080/09298215.2024.2442360
  8. Butt, Z. H. (2026). Generative AI and copyright infringement: A legal-technical analysis of AI music generation systems under 17 U.S.C. Title 17. arXiv. https://doi.org/10.48550/arXiv.2606.26111

Details

Primary Language

English

Subjects

Musicology and Ethnomusicology

Journal Section

Research Article

Early Pub Date

September 25, 2026

Publication Date

September 30, 2026

Submission Date

August 12, 2026

Acceptance Date

September 25, 2026

Published in Issue

Year 2026 Volume: 7 Number: 3

APA
Tan, S. (2026). Let there be music: Prompt, command, and cultural capital in the AI music generator Suno. Journal for the Interdisciplinary Art and Education, 7(3), 221-236. https://doi.org/10.5281/zenodo.23035866
AMA
1.Tan S. Let there be music: Prompt, command, and cultural capital in the AI music generator Suno. JIAE. 2026;7(3):221-236. doi:10.5281/zenodo.23035866
Chicago
Tan, Selim. 2026. “Let There Be Music: Prompt, Command, and Cultural Capital in the AI Music Generator Suno”. Journal for the Interdisciplinary Art and Education 7 (3): 221-36. https://doi.org/10.5281/zenodo.23035866.
EndNote
Tan S (September 1, 2026) Let there be music: Prompt, command, and cultural capital in the AI music generator Suno. Journal for the Interdisciplinary Art and Education 7 3 221–236.
IEEE
[1]S. Tan, “Let there be music: Prompt, command, and cultural capital in the AI music generator Suno”, JIAE, vol. 7, no. 3, pp. 221–236, Sept. 2026, doi: 10.5281/zenodo.23035866.
ISNAD
Tan, Selim. “Let There Be Music: Prompt, Command, and Cultural Capital in the AI Music Generator Suno”. Journal for the Interdisciplinary Art and Education 7/3 (September 1, 2026): 221-236. https://doi.org/10.5281/zenodo.23035866.
JAMA
1.Tan S. Let there be music: Prompt, command, and cultural capital in the AI music generator Suno. JIAE. 2026;7:221–236.
MLA
Tan, Selim. “Let There Be Music: Prompt, Command, and Cultural Capital in the AI Music Generator Suno”. Journal for the Interdisciplinary Art and Education, vol. 7, no. 3, Sept. 2026, pp. 221-36, doi:10.5281/zenodo.23035866.
Vancouver
1.Selim Tan. Let there be music: Prompt, command, and cultural capital in the AI music generator Suno. JIAE. 2026 Sep. 1;7(3):221-36. doi:10.5281/zenodo.23035866
Authors are required to respond to editorial emails within 3 days to avoid any disruption to the editorial process.