The Dialectics of Text and Image: From Mechanical Reproductions to AI Image Productions

This paper presents the outcomes of a funded research initiative aimed at developing pedagogical methods for harnessing AI image production in architectural education. In addition to establishing a theoretical framework, the project involved two workshops in which students experimented with refining textual descriptions of design schemes and reverse-engineering AI-generated images. The goal was twofold: first, to mediate the "translation" between textual and visual representations by grounding their reciprocity in context, program, and precedent studies; second, to capitalize on AI's unintended deviations rather than suppress them.

Publication Details

Journal
University of Massachusetts (UMass) Amherst
Published
2025-08-31
DOI
https://doi.org/10.7275/btes.3382
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

The Dialectics of Text and Image: From Mechanical Reproductions to AI Image Productions

University of Massachusetts (UMass) Amherst
Geochemistry and Geologic Mapping
article

The Dialectics of Text and Image: From Mechanical Reproductions to AI Image Productions

article en

Abstract

This paper presents the outcomes of a funded research initiative aimed at developing pedagogical methods for harnessing AI image production in architectural education. In addition to establishing a theoretical framework, the project involved two workshops in which students experimented with refining textual descriptions of design schemes and reverse-engineering AI-generated images. The goal was twofold: first, to mediate the "translation" between textual and visual representations by grounding their reciprocity in context, program, and precedent studies; second, to capitalize on AI's unintended deviations rather than suppress them.

University of Massachusetts (UMass) Amherst
Quality Education
Openalex Percentile: Top 35%
Geochemistry and Geologic Mapping
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The Dialectics of Text and Image: From Mechanical Reproductions to AI Image Productions · University of Massachusetts (UMass) Amherst (2025) | TGRS Research Map | TGRS