Framing Responsible Creativity in the Age of Text-to-Image Generators

This paper focuses on an instance of generative artificial intelligence (GenAI) of particular interest to visually oriented fields: text-to-image generators. This technology has evolved out of decades of work in computer science to create widely accessible tools that novices and experts alike in a range of disciplines can utilize to produce visual output, for both novelty and serious creative use. Every year, the number of published materials on GenAI increases exponentially, but the implications of visual GenAI tools have not been sufficiently examined within the field of art librarianship. This article is the product of one architecture librarian’s endeavor to understand visual GenAI, starting with the history of computer-aided art to the mechanisms behind image generators and the ethical and legal implications of these sophisticated tools. The purpose of the article is threefold: to provide contextual and historical information about generative AI in the visual and creative arts, to describe some of the current thinking around copyright and fair use in visual GenAI, and to propose ways that librarians can help their constituents understand, contextualize, and think critically about these tools—both as creators and as users of AI-generated images. This article seeks to answer the evolving and recurrent question of how best to support the research processes and creative practices of library patrons as they engage with the generative disruptions delivered by new technology.

Authors

Institutions

Publication Details

Journal
Art Documentation Journal of the Art Libraries Society of North America
Published
2025-03-01
DOI
https://doi.org/10.1086/739187
Primary Topic
Digital Humanities and Scholarship
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Framing Responsible Creativity in the Age of Text-to-Image Generators

Gabriella Karl-Johnson
Art Documentation Journal of the Art Libraries Society of North America
Digital Humanities and Scholarship
article

Framing Responsible Creativity in the Age of Text-to-Image Generators

Gabriella Karl-Johnson
article en

Abstract

This paper focuses on an instance of generative artificial intelligence (GenAI) of particular interest to visually oriented fields: text-to-image generators. This technology has evolved out of decades of work in computer science to create widely accessible tools that novices and experts alike in a range of disciplines can utilize to produce visual output, for both novelty and serious creative use. Every year, the number of published materials on GenAI increases exponentially, but the implications of visual GenAI tools have not been sufficiently examined within the field of art librarianship. This article is the product of one architecture librarian’s endeavor to understand visual GenAI, starting with the history of computer-aided art to the mechanisms behind image generators and the ethical and legal implications of these sophisticated tools. The purpose of the article is threefold: to provide contextual and historical information about generative AI in the visual and creative arts, to describe some of the current thinking around copyright and fair use in visual GenAI, and to propose ways that librarians can help their constituents understand, contextualize, and think critically about these tools—both as creators and as users of AI-generated images. This article seeks to answer the evolving and recurrent question of how best to support the research processes and creative practices of library patrons as they engage with the generative disruptions delivered by new technology.

Art Documentation Journal of the Art Libraries Society of North AmericaVol. 44(1)
Princeton University (US)
Quality Education
Openalex Percentile: Top 23%
Digital Humanities and Scholarship
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Framing Responsible Creativity in the Age of Text-to-Image Generators — Gabriella Karl-Johnson · Art Documentation Journal of the Art Libraries Society of North America (2025) | TGRS Research Map | TGRS