What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process
Autor(a) principal: | |
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Data de Publicação: | 2023 |
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Tipo de documento: | preprint |
Idioma: | spa |
Título da fonte: | SciELO Preprints |
Texto Completo: | https://preprints.scielo.org/index.php/scielo/preprint/view/7326 |
Resumo: | The aim of this article is to analyze the experience of interaction between individuals and collaborative robots or "cobots" introduced in the context of the shift from relational and artisanal peer-review processes to large-scale AI-based industrial processes. Additionally, we seeks to uncover signs of potential algorithmic and human biases within this interaction. To achieve this, we chronologically describe a case of interaction with the Artificial Intelligence Review Assistant (AIRA) developed by the publisher Frontiers. Our analysis is rooted in the Habermasian notion of the technification of the life-world and a set of biases (algorithmic bias, automation bias, and confirmation bias). The person-cobot interaction leads to a process of "cobotization" of peer-review, wherein the technification of communicative actions tends to disrupt the agreements and consensus on which the scientific community’s relational ecosystem for research and publication are based; additionally, it has the potential to reinforce algorithmic and human biases. All of the aforementioned calls for a more reflective attitude towards the use of these technologies. |
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What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process¿Qué sentirías si un robot realizara acciones en tu nombre? El caso de Artificial Intelligence Review Assistant (AIRA) y la cobotización del proceso de revisión por paresScientific JournalsPeer ReviewPublishing IndustryArtificial IntelligenceRevistas CientíficasRevisión por ParesIndustria EditorialInteligencia ArtificialThe aim of this article is to analyze the experience of interaction between individuals and collaborative robots or "cobots" introduced in the context of the shift from relational and artisanal peer-review processes to large-scale AI-based industrial processes. Additionally, we seeks to uncover signs of potential algorithmic and human biases within this interaction. To achieve this, we chronologically describe a case of interaction with the Artificial Intelligence Review Assistant (AIRA) developed by the publisher Frontiers. Our analysis is rooted in the Habermasian notion of the technification of the life-world and a set of biases (algorithmic bias, automation bias, and confirmation bias). The person-cobot interaction leads to a process of "cobotization" of peer-review, wherein the technification of communicative actions tends to disrupt the agreements and consensus on which the scientific community’s relational ecosystem for research and publication are based; additionally, it has the potential to reinforce algorithmic and human biases. All of the aforementioned calls for a more reflective attitude towards the use of these technologies.En el marco del pasaje de procesos de revisión por pares de carácter relacional y artesanal a procesos industriales a gran escala, basados en inteligencia artificial (IA), el objetivo de este artículo es analizar la experiencia de interacción entre personas y robots colaborativos o “cobots” propuesta por estos nuevos entornos y recuperar indicios de posibles sesgos algorítmicos y humanos de esta interacción. Para ello, partimos de la descripción cronológica de un caso de interacción con el Artificial Intelligence Review Assistant (AIRA) de la editorial Frontiers que analizamos a partir de la noción habermasiana de tecnificación del mundo de la vida, y de conceptos como sesgo algorítmico, sesgo de automatización y sesgo de confirmación. La interacción persona-cobot genera un proceso de cobotización de la revisión por pares, en el que la tecnificación de las acciones comunicativas tiende a desarticular los acuerdos y consensos propios del ecosistema relacional de investigación y publicación de la comunidad científica, a la vez que tiene la potencialidad de retroalimentar sesgos algorítmicos y humanos, que ameritan una actitud más reflexiva en torno a la utilización de estas tecnologías.SciELO PreprintsSciELO PreprintsSciELO Preprints2023-11-07info:eu-repo/semantics/preprintinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://preprints.scielo.org/index.php/scielo/preprint/view/732610.1590/SciELOPreprints.7326spahttps://preprints.scielo.org/index.php/scielo/article/view/7326/13767Copyright (c) 2023 Viviana Martinovich, Lucas Drucaroffhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessMartinovich, VivianaDrucaroff, Lucasreponame:SciELO Preprintsinstname:Scientific Electronic Library Online (SCIELO)instacron:SCI2023-11-07T16:45:07Zoai:ops.preprints.scielo.org:preprint/7326Servidor de preprintshttps://preprints.scielo.org/index.php/scieloONGhttps://preprints.scielo.org/index.php/scielo/oaiscielo.submission@scielo.orgopendoar:2023-11-07T16:45:07SciELO Preprints - Scientific Electronic Library Online (SCIELO)false |
dc.title.none.fl_str_mv |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process ¿Qué sentirías si un robot realizara acciones en tu nombre? El caso de Artificial Intelligence Review Assistant (AIRA) y la cobotización del proceso de revisión por pares |
title |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process |
spellingShingle |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process Martinovich, Viviana Scientific Journals Peer Review Publishing Industry Artificial Intelligence Revistas Científicas Revisión por Pares Industria Editorial Inteligencia Artificial |
title_short |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process |
title_full |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process |
title_fullStr |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process |
title_full_unstemmed |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process |
title_sort |
What would you feel if a robot performed actions on your behalf? The case of Artificial Intelligence Review Assistant (AIRA) and the cobotization of the peer-review process |
author |
Martinovich, Viviana |
author_facet |
Martinovich, Viviana Drucaroff, Lucas |
author_role |
author |
author2 |
Drucaroff, Lucas |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Martinovich, Viviana Drucaroff, Lucas |
dc.subject.por.fl_str_mv |
Scientific Journals Peer Review Publishing Industry Artificial Intelligence Revistas Científicas Revisión por Pares Industria Editorial Inteligencia Artificial |
topic |
Scientific Journals Peer Review Publishing Industry Artificial Intelligence Revistas Científicas Revisión por Pares Industria Editorial Inteligencia Artificial |
description |
The aim of this article is to analyze the experience of interaction between individuals and collaborative robots or "cobots" introduced in the context of the shift from relational and artisanal peer-review processes to large-scale AI-based industrial processes. Additionally, we seeks to uncover signs of potential algorithmic and human biases within this interaction. To achieve this, we chronologically describe a case of interaction with the Artificial Intelligence Review Assistant (AIRA) developed by the publisher Frontiers. Our analysis is rooted in the Habermasian notion of the technification of the life-world and a set of biases (algorithmic bias, automation bias, and confirmation bias). The person-cobot interaction leads to a process of "cobotization" of peer-review, wherein the technification of communicative actions tends to disrupt the agreements and consensus on which the scientific community’s relational ecosystem for research and publication are based; additionally, it has the potential to reinforce algorithmic and human biases. All of the aforementioned calls for a more reflective attitude towards the use of these technologies. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-11-07 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/preprint info:eu-repo/semantics/publishedVersion |
format |
preprint |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://preprints.scielo.org/index.php/scielo/preprint/view/7326 10.1590/SciELOPreprints.7326 |
url |
https://preprints.scielo.org/index.php/scielo/preprint/view/7326 |
identifier_str_mv |
10.1590/SciELOPreprints.7326 |
dc.language.iso.fl_str_mv |
spa |
language |
spa |
dc.relation.none.fl_str_mv |
https://preprints.scielo.org/index.php/scielo/article/view/7326/13767 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2023 Viviana Martinovich, Lucas Drucaroff https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2023 Viviana Martinovich, Lucas Drucaroff https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
SciELO Preprints SciELO Preprints SciELO Preprints |
publisher.none.fl_str_mv |
SciELO Preprints SciELO Preprints SciELO Preprints |
dc.source.none.fl_str_mv |
reponame:SciELO Preprints instname:Scientific Electronic Library Online (SCIELO) instacron:SCI |
instname_str |
Scientific Electronic Library Online (SCIELO) |
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SCI |
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SCI |
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SciELO Preprints |
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SciELO Preprints |
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SciELO Preprints - Scientific Electronic Library Online (SCIELO) |
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scielo.submission@scielo.org |
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