Ethics in artificial intelligence : analysis of image generator models

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This article on the ethics of artificial intelligence, based on image generation, contains a comprehensive analysis of the ethical and practical dilemmas associated with AI. In the introduction, we highlight the widespread impact of AI on human society and emphasize the importance of addressing the...

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Detalles Bibliográficos
Autores: Gutierrez Sanchez, Frank Jhosep, Ávila Rebaza, Sergio Fernando, Torres Villanueva, Marcelino
Formato: artículo
Fecha de Publicación:2024
Institución:Universidad La Salle
Repositorio:Revistas - Universidad La Salle
Lenguaje:español
OAI Identifier:oai:ojs.revistas.ulasalle.edu.pe:article/159
Enlace del recurso:https://revistas.ulasalle.edu.pe/innosoft/article/view/159
https://doi.org/10.48168/innosoft.s16.a159
https://purl.org/42411/s16/a159
https://n2t.net/ark:/42411/s16/a159
Nivel de acceso:acceso abierto
Materia:Artificial Intelligence
Images
Ethics
Ética
Inteligencia Artificial
Imagénes
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spelling Ethics in artificial intelligence : analysis of image generator modelsÉtica en la inteligencia artificial: análisis de modelos generadores de imágenesGutierrez Sanchez, Frank JhosepÁvila Rebaza, Sergio FernandoTorres Villanueva, MarcelinoArtificial IntelligenceImagesEthicsÉticaInteligencia ArtificialImagénesThis article on the ethics of artificial intelligence, based on image generation, contains a comprehensive analysis of the ethical and practical dilemmas associated with AI. In the introduction, we highlight the widespread impact of AI on human society and emphasize the importance of addressing the ethical dilemmas arising from its use, distinguishing in areas such as decision making in autonomous vehicles. The methodology proposed includes literature review, ethical self-assessment using specialized tools, and case study analysis to identify ethical and unethical patterns.  The results achieved reveal that the models are capable of generating high quality images in an ethical manner, avoiding the promotion of harmful stereotypes. However, the presence of biases and lack of transparency in the model is determined. Practical ethical considerations for the use of the model in real applications are discussed, highlighting the utmost importance of addressing these challenges in order to ensure a good ethical development and application in the field of artificial intelligence image generation.Es articulo presentado sobe la ética en la Inteligencia artificial, basándonos en la generación de imágenes, contiene un análisis exhaustivo de los dilemas éticos y prácticos que tienen que ver con las IA. En la introducción, se resalta el impacto generalizado de la IA en la sociedad humana y hacemos énfasis en la importancia de abordar los dilemas éticos que surgen de su uso, distinguiendo en áreas como la toma de decisiones en vehículos autónomos. La metodología planteada incluye la revisión de literatura, la autoevaluación ética utilizando herramientas especializadas y el análisis de casos de estudio para identificar patrones éticos y no éticos.  Los resultados logrados revelan que los modelos son capaces de generar imágenes de alta calidad de manera ética, evitando la promoción de estereotipos dañinos. Sim embargo se determina la presencia de sesgos y falta de transparencia en el modelo. Se discuten consideraciones éticas practicas para el uso del modelo en aplicaciones reales, destacando la mayor importancia de abordar estos desafíos para así garantizar un buen desarrollo y aplicación éticos en el rubro de la generación de imágenes con inteligencia artificial.  Universidad La Salle2024-09-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionJournal paperArtículos originalestextoapplication/pdftext/htmlhttps://revistas.ulasalle.edu.pe/innosoft/article/view/159https://doi.org/10.48168/innosoft.s16.a159https://purl.org/42411/s16/a159https://n2t.net/ark:/42411/s16/a159Innovation and Software; Vol 5 No 2 (2024): September - February; 76-84Innovación y Software; Vol. 5 Núm. 2 (2024): Septiembre - Febrero; 76-842708-09352708-0927https://doi.org/10.48168/innosoft.s16https://purl.org/42411/s16https://n2t.net/ark:/42411/s16reponame:Revistas - Universidad La Salleinstname:Universidad La Salleinstacron:USALLEspahttps://revistas.ulasalle.edu.pe/innosoft/article/view/159/259https://revistas.ulasalle.edu.pe/innosoft/article/view/159/2602023-2024Derechos de autor 2024 Innovación y Softwarehttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs.revistas.ulasalle.edu.pe:article/1592025-07-03T08:02:27Z
dc.title.none.fl_str_mv Ethics in artificial intelligence : analysis of image generator models
Ética en la inteligencia artificial: análisis de modelos generadores de imágenes
title Ethics in artificial intelligence : analysis of image generator models
spellingShingle Ethics in artificial intelligence : analysis of image generator models
Gutierrez Sanchez, Frank Jhosep
Artificial Intelligence
Images
Ethics
Ética
Inteligencia Artificial
Imagénes
title_short Ethics in artificial intelligence : analysis of image generator models
title_full Ethics in artificial intelligence : analysis of image generator models
title_fullStr Ethics in artificial intelligence : analysis of image generator models
title_full_unstemmed Ethics in artificial intelligence : analysis of image generator models
title_sort Ethics in artificial intelligence : analysis of image generator models
dc.creator.none.fl_str_mv Gutierrez Sanchez, Frank Jhosep
Ávila Rebaza, Sergio Fernando
Torres Villanueva, Marcelino
author Gutierrez Sanchez, Frank Jhosep
author_facet Gutierrez Sanchez, Frank Jhosep
Ávila Rebaza, Sergio Fernando
Torres Villanueva, Marcelino
author_role author
author2 Ávila Rebaza, Sergio Fernando
Torres Villanueva, Marcelino
author2_role author
author
dc.subject.none.fl_str_mv Artificial Intelligence
Images
Ethics
Ética
Inteligencia Artificial
Imagénes
topic Artificial Intelligence
Images
Ethics
Ética
Inteligencia Artificial
Imagénes
description This article on the ethics of artificial intelligence, based on image generation, contains a comprehensive analysis of the ethical and practical dilemmas associated with AI. In the introduction, we highlight the widespread impact of AI on human society and emphasize the importance of addressing the ethical dilemmas arising from its use, distinguishing in areas such as decision making in autonomous vehicles. The methodology proposed includes literature review, ethical self-assessment using specialized tools, and case study analysis to identify ethical and unethical patterns.  The results achieved reveal that the models are capable of generating high quality images in an ethical manner, avoiding the promotion of harmful stereotypes. However, the presence of biases and lack of transparency in the model is determined. Practical ethical considerations for the use of the model in real applications are discussed, highlighting the utmost importance of addressing these challenges in order to ensure a good ethical development and application in the field of artificial intelligence image generation.
publishDate 2024
dc.date.none.fl_str_mv 2024-09-30
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Journal paper
Artículos originales
texto
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.ulasalle.edu.pe/innosoft/article/view/159
https://doi.org/10.48168/innosoft.s16.a159
https://purl.org/42411/s16/a159
https://n2t.net/ark:/42411/s16/a159
url https://revistas.ulasalle.edu.pe/innosoft/article/view/159
https://doi.org/10.48168/innosoft.s16.a159
https://purl.org/42411/s16/a159
https://n2t.net/ark:/42411/s16/a159
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.ulasalle.edu.pe/innosoft/article/view/159/259
https://revistas.ulasalle.edu.pe/innosoft/article/view/159/260
dc.rights.none.fl_str_mv Derechos de autor 2024 Innovación y Software
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2024 Innovación y Software
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.coverage.none.fl_str_mv 2023-2024
dc.publisher.none.fl_str_mv Universidad La Salle
publisher.none.fl_str_mv Universidad La Salle
dc.source.none.fl_str_mv Innovation and Software; Vol 5 No 2 (2024): September - February; 76-84
Innovación y Software; Vol. 5 Núm. 2 (2024): Septiembre - Febrero; 76-84
2708-0935
2708-0927
https://doi.org/10.48168/innosoft.s16
https://purl.org/42411/s16
https://n2t.net/ark:/42411/s16
reponame:Revistas - Universidad La Salle
instname:Universidad La Salle
instacron:USALLE
instname_str Universidad La Salle
instacron_str USALLE
institution USALLE
reponame_str Revistas - Universidad La Salle
collection Revistas - Universidad La Salle
repository.name.fl_str_mv
repository.mail.fl_str_mv
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