Artistic technodiversity

a critical perspective on Artificial Intelligence in musical creation

Authors

DOI:

https://doi.org/10.33871/19805071.2026.34.1.11565

Keywords:

Artificial Intelligence, Technodiversity, Musical Creation, Creative Processes

Abstract

Given the rapid proliferation of Artificial Intelligence (AI) within the musical landscape, this article offers a reflexive and practical analysis of its implications for sonic creation. We problematize the ethical and commercial biases inherent in generative tools, critiquing the reductive “human versus machine” dualism that dominates contemporary discourse. To address these complexities, we propose a theoretical framework centered on the concept of Artistic Technodiversity, synthesizing Latour’s ‘quasi-objects’, Tsing’s ‘polyphonic assemblages’, and Hui’s ‘technodiversity’. By deconstructing the pervasive metaphors of the technology industry, this study advocates for a decentralized and pluralistic engagement with digital tools. After exploring these theoretical foundations, we moved on to a practical interrogation of four case studies including practices ranging from sound installation to guided improvisation.

Downloads

Download data is not yet available.

Author Biographies

Afonso Felipe Galdino Leite Romagna, Universidade Federal de Minas Gerais e Instituto Federal de Rondônia

Doutorando pelo Programa de Pós-Graduação em Música da UFMG. E-mail: liperomagna47@hotmail.com. Orcid: https://orcid.org/0000-0002-5069-9695. Currículo Lattes: http://lattes.cnpq.br/7456184811841367

José Henrique Padovani, Universidade Federal de Minas Gerais

Professor do Programa de Pós-Graduação em Música da UFMG. E-mail: zepadovani@gmail.com. Orcid: https://orcid.org/0000-0002-8919-7393. Currículo Lattes: http://lattes.cnpq.br/8730308777713520

References

ACIL, Tufan. Re-Thinking Boundaries: The Evolution and Impact of AI in Music and Soundscapes. Avant, [S. l.], 2024. DOI: 10.26913/ava2202401. Disponível em: https://journal.avant.edu.pl/index.php/en/article/view/70. Acesso em: 21 mar. 2025.

AIDE, T. Mitchell; CORRADA-BRAVO, Carlos; CAMPOS-CERQUEIRA, Marconi; MILAN, Carlos; VEGA, Giovany; ALVAREZ, Rafael. Real-time bioacoustics monitoring and automated species identification. Em: PEERJ 2024, Macau. Anais [...]. . Em: INTERDISCIPLINARY CONFERENCE AT THE CROSSROADS OF MUSIC, COMPUTER SCIENCE, EDUCATION, CREATIVITY STUDIES, HUMAN SCIENCES AND ENGINEERING - UBIMUS. Macau p. e103. DOI: 10.7717/peerj.103. Disponível em: https://peerj.com/articles/103. Acesso em: 22 out. 2025.

BAALMAN, Marije. Composing interactions: an artist’s guide to building expressive interactive systems. Rotterdam: V2_Publishing, 2022.

BATESON, Gregory. Steps to an Ecology of Mind. [s.l.] : The University of Chicago Press, 1999. v. 26 Disponível em: https://www.jstor.org/stable/446833?origin=crossref. Acesso em: 4 dez. 2025.

BENJAMIN, Walter. The Work of Art in the Age of Mechanical Reproduction. Em: Classics in Media Theory. 1. ed. London: Routledge, 1936. p. 9–23. DOI: 10.4324/9781003432272-2. Disponível em: https://www.taylorfrancis.com/books/9781003432272/chapters/10.4324/9781003432272-2. Acesso em: 8 jan. 2026.

BODEN, Margaret A. Computer Models of Creativity. AI Magazine, [S. l.], v. 30, n. 3, p. 23–34, 2009. DOI: 10.1609/aimag.v30i3.2254.

BODEN, Margaret A. Inteligência artificial: uma brevíssima introdução. São Paulo, SP: Editora UNESP, 2021.

BOWN, Oliver; GRACE, Kazjon; BRAY, Liam; VENTURA, Dan. A Speculative Exploration of the Role of Dialogue in Human-Computer Co-creation. Proceedings of the 11th International Conference on Computational Creativity, [S. l.], p. 25–32, 2020.

CAILLON, Antoine; ESLING, Philippe. RAVE: A variational autoencoder for fast and high-quality neural audio synthesis. , 2021. DOI: 10.48550/arXiv.2111.05011. Disponível em: http://arxiv.org/abs/2111.05011. Acesso em: 29 maio. 2025.

CASTRO, Eduardo Viveiros De. A inconstância da alma selvagem. [s.l.] : Cosac Naify, 2013.

COECKELBERGH, Mark. AI ethics. Cambridge, MA: The MIT Press, 2020.

DAVIS, Nicholas. Human-Computer Co-Creativity: Blending Human and Computational Creativity. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, [S. l.], v. 9, n. 6, p. 9–12, 2021. DOI: 10.1609/aiide.v9i6.12603.

DE OLIVEIRA, Vinícius Cesar; PADOVANI, José Henrique. Map, Trigger, Score, Procedure: machine-listening paradigms in live-electronics. Revista Vórtex, [S. l.], v. 10, n. 1, 2022. DOI: 10.33871/23179937.2022.10.1.3. Disponível em: https://periodicos.unespar.edu.br/index.php/vortex/article/view/4691. Acesso em: 11 maio. 2025.

DE OLIVEIRA, Vinıcius Cesar; PADOVANI, Jose Henrique. conTorchionist: A flexible nomadic library for exploring machine listening/learning in multiple platforms, languages, and time-contexts. [S. l.], 2025.

FAUSTINO, Deivison. Colonialismo digital: Por uma crítica hacker-fanoniana. São Paulo, SP: Boitempo, 2023.

FIORINI, Marco; BROCHEC, Nicolas. Guiding Co-Creative Musical Agents through Real-Time Flute Instrumental Playing Technique Recognition. Hal open science, [S. l.], 2024.

FIORINI, Marco; MALT, Mikhail. Somax2 – A Distributed Co-Creative System for Human-Machine Co-Improvisation. Em: LUKOWICZ, Paul; MAYER, Sven; KOCH, Janin; SHAWE-TAYLOR, John; TIDDI, Ilaria (org.). Frontiers in Artificial Intelligence and Applications. [s.l.] : IOS Press, 2023. DOI: 10.3233/FAIA230106. Disponível em: https://ebooks.iospress.nl/doi/10.3233/FAIA230106. Acesso em: 28 out. 2024.

FOUCAULT, Michel. Problematização do Sujeito : Psicologia, Psiquiatria e Psicanálise. [s.l.] : Forense Universitária, 2002. v. I

GEBRU, Timnit; JIANG, Harry H.; BROWN, Lauren; CHENG, Jessica; KHAN, Mehtab; GUPTA, Abhishek; WORKMAN, Deja; HANNA, Alex; FLOWERS, Johnathan. AI Art and its Impact on Artists. Em: PROCEEDINGS OF THE 2023 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY 2023, Montréal QC Canada. Anais [...]. . Em: AIES ’23: AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY. Montréal QC Canada: ACM, 2023. p. 363–374. DOI: 10.1145/3600211.3604681. Disponível em: https://dl.acm.org/doi/10.1145/3600211.3604681. Acesso em: 25 abr. 2025.

GEBRU, Timnit; TORRES, Émile P. The TESCREAL bundle: Eugenics and the promise of utopia through artificial general intelligence. First Monday, [S. l.], 2024. DOI: 10.5210/fm.v29i4.13636. Disponível em: https://firstmonday.org/ojs/index.php/fm/article/view/13636. Acesso em: 27 maio. 2025.

HUI, Yuk. Tecnodiversidade. [s.l.] : Ubu Editora, 2020.

HUI, Yuk. The question concerning technology in China: an essay in cosmotechnics. Third corrected edition ed. Falmouth: Urbanomic, 2022.

HUI, Yuk. ChatGPT, or the Eschatology of Machines. e-flux Journal: Brooklyn, NY - USA, [S. l.], n. 137, 2023.

LATOUR, Bruno. We have never been modern. 3. print. ed. Cambridge, Mass: Harvard Univ. Press, 1994.

LATOUR, Bruno. Reagregando o social. [s.l.] : Edusc - Editora Universidade Do Sagrado Coração, 2011.

LATOUR, Bruno. Onde estou?: Lições do confinamento para uso dos terrestres. Rio de Janeiro, RJ: Bazar do Tempo, 2021.

MACIAS, Edwar; SERRANO, Javier; VICARIO, Jose Lopez; MORELL, Antoni. Novel Imputation Method Using Average Code from Autoencoders in Clinical Data. Em: 2020 28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) 2021, Amsterdam, Netherlands. Anais [...]. . Em: 2020 28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO). Amsterdam, Netherlands: IEEE, 2021. p. 1576–1579. DOI: 10.23919/Eusipco47968.2020.9287343. Disponível em: https://ieeexplore.ieee.org/document/9287343/. Acesso em: 22 out. 2025.

MORE, Max; VITA-MORE, Natasha. The transhumanist reader: classical and contemporary essays on the science, technology, and philosophy of the human future. Malden: Wiley-Blackwell, 2013.

PADOVANI. The solfège of technical objects: notes on the potential contribution of Gilbert Simondon to sound studies and arts. Interference Journal, [S. l.], v. February, n. 6- Out of Phase, p. 31–45, 2018.

PRIVATO, Nicola; SHEPARDSON, Victor. Stacco: Exploring the Embodied Perception of Latent Representations in Neural Synthesis. Em: NIME24 2024, Utrecht. Anais [...]. . Em: NEW INTERFACES FOR MUSIC EXPRESSIONS - NIME. Utrecht

RIBEIRO, Sidarta. O oráculo da noite: a história e a ciência do sonho. São Paulo, SP: Companhia das Letras, 2020.

ROMAGNA, Afonso Felipe; PADOVANI, José Henrique. Inconsciente artificial: estratégias tecno-poéticas na criação e improvisação musical com IA. Em: ANAIS DO XXXV CONGRESSO DA ANPPOM 2025, Campo Grande - MS. Anais [...]. Campo Grande - MS: ANPPOM, 2025. Disponível em: https://anppom.org.br/congressos/anais/.

ROUVROY, Antoinette; BERNS, Thomas. Governamentalidade algorítmica e perspectivas de emancipação: o díspar como condição de individuação pela relação? Revista Eco Pós, Tecnopolíticas e Vigilância. [S. l.], v. 18, n. 2, Tecnopolíticas e Vigilância, p. 36–56, 2015.

SALGADO, Sebastião; SALGADO, Lélia Wanick. Gold: Serra Pelada gold mine. Cologne [Paris]: Taschen, 2019.

SANTAELLA, Lucia. A inteligência artificial é inteligente? São Paulo, SP: Edições 70, 2022.

SIMONDON, Gilbert. Do modo de existência dos objetos técnicos. [s.l.] : Contraponto, 2020.

STIEGLER, Bernard. For a New Critique of Political Economy. Cambridge, UK: Polity press, 2010.

TREMBLAY, Pierre Alexandre; GREEN, Owen; ROMA, Gerard; HARKER, Alex. From Collections to Corpora: Exploring Sounds through Fluid Decomposition. [S. l.], 2019.

TSING, Anna Lowenhaupt. The mushroom at the end of the world: on the possibility of life in capitalist ruins. Princeton: Princeton University press, 2015.

VOROPAI, Lioudmila. Future(s) of Art in the Age of Algorithmic Governance: Speculative Policies, Desirable Institutions, Disruptive Scenarios – Umbau. 2023. Disponível em: https://umbau.hfg-karlsruhe.de/posts/future-s-of-art-in-the-age-of-algorithmic-governance-speculative-policies-desirable-institutions-disruptive-scenarios. Acesso em: 4 abr. 2026.

ZYLINSKA, Joanna. AI art: machine visions and warped dreams. First edition ed. London: Open Humanities Press, 2020.

ZYLINSKA, Joanna. Diffused Seeing: The Epistemological Challenge of Generative AI. Media Theory, [S. l.], v. 8, n. 1, p. 229–258, 2024. DOI: 10.70064/mt.v8i1.1075.

Downloads

Published

2026-07-10

How to Cite

GALDINO LEITE ROMAGNA, Afonso Felipe; PADOVANI, José Henrique. Artistic technodiversity: a critical perspective on Artificial Intelligence in musical creation. Revista Cientí­fica/FAP, Curitiba, v. 34, n. 1, 2026. DOI: 10.33871/19805071.2026.34.1.11565. Disponível em: https://periodicos.unespar.edu.br/revistacientifica/article/view/11565. Acesso em: 12 jul. 2026.