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The Algorithmic Gaze: Deconstructing Authorship and Aesthetics in Generative Artificial Intelligence (AI) Art Hesti Putri; Dais Susilo; Ervin Munandar; Hanifah Yasin; Idris Atmaja
Enigma in Cultural Vol. 3 No. 1 (2025): Enigma in Cultural
Publisher : Enigma Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61996/cultural.v3i1.106

Abstract

The proliferation of advanced text-to-image generative AI represents a paradigmatic shift in visual culture. It instigates a profound crisis for established concepts of authorship and aesthetics while also raising critical questions about artistic labor and the political economy of cultural production. This study investigates the complex negotiations between human creators and algorithmic systems. This study employed a qualitative, multi-modal methodology. A visual semiotic analysis was conducted on a curated corpus of 300 artworks from Midjourney, DALL-E 3, and Stable Diffusion, sampled to mitigate platform-specific biases. This was triangulated with a thematic analysis of semi-structured interviews with a purposive sample of 15 artists and designers actively using these tools. The methodological limitations, specifically the sample's "adopter-centric" bias, are explicitly acknowledged. The visual analysis identified a distinct "algorithmic gaze" characterized by hyper-compositing, surreal corporeal logic, and stylistic convergence, reflecting both the system's non-human perspective and the biases of its training data. The thematic analysis of artist interviews revealed three dominant experiential themes: the artist's role being reframed as curatorial, the creative process as a form of dialogue, and the interaction as an exploration of the system's "latent space". These participant narratives often frame the interaction in terms of empowerment and collaboration. In conclusion, generative AI reconfigures authorship into a distributed network phenomenon. However, this study argues that this posthuman collaboration occurs within a system structured by significant power asymmetries. The aesthetics of the algorithmic gaze are not neutral but are shaped by the commercial and ideological imperatives of the platforms. The artist's experience of empowerment coexists with broader material processes of deskilling, alienation, and the centralization of cultural production. Understanding this new paradigm requires a critical synthesis of posthumanist theory and political economy.
Envisioning Prosperity: A Structural Model of Community-Based Transformational Leadership and Local Governance on Poverty Reduction (SDG 1) and Decent Work (SDG 8) in Indonesian Tourism Villages Idris Atmaja; Bhawani Singh; Dian Rahayu; Firzan Dahlan; Giselle Dupont
Indonesian Community Empowerment Journal Vol. 5 No. 1 (2025): Indonesian Community Empowerment Journal
Publisher : HM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37275/icejournal.v5i1.51

Abstract

Tourism Villages (Desa Wisata) are pivotal to Indonesia's rural development strategy, yet their success in achieving sustainable and inclusive growth is highly variable. The mechanisms through which local leadership translates into tangible development outcomes remain empirically underexplored. This study develops and tests a structural equation model (SEM) to examine the serial pathway from Community-Based Transformational Leadership (C-TL) to Local Governance (LG) quality, and subsequently, its impact on Poverty Reduction (SDG 1) and Decent Work (SDG 8). A cross-sectional, quantitative study was conducted. Data (N=500) were collected from community members (tourism awareness groups, village officials, SME owners) across 50 tourism villages in five major Indonesian provinces using a multi-stage cluster sampling technique. The proposed model, specifying LG as a mediator between C-TL and the SDG outcomes, was tested using covariance-based SEM. The measurement model confirmed the reliability and validity of the four latent constructs. The structural model demonstrated an excellent fit to the data (CMIN/DF = 2.74, CFI = 0.958, RMSEA = 0.051). Results indicated that C-TL has a robust, significant positive effect on LG (β = 0.78, p < 0.001). In turn, LG strongly and positively influenced both Poverty Reduction (β = 0.52, p < 0.001) and Decent Work (β = 0.47, p < 0.001). Mediation analysis confirmed that LG fully mediates the relationship between C-TL and Poverty Reduction and partially mediates the relationship between C-TL and Decent Work. In conclusion, Local Governance is the primary mechanism through which the vision of transformational leaders is converted into equitable development outcomes in Indonesian tourism villages. A leader's good intentions are insufficient for poverty reduction without the parallel development of transparent, accountable, and effective governance structures.