{"id":643,"date":"2023-06-26T19:59:45","date_gmt":"2023-06-26T19:59:45","guid":{"rendered":"https:\/\/aei.art.br\/aiai\/?page_id=643"},"modified":"2025-11-19T15:14:34","modified_gmt":"2025-11-19T15:14:34","slug":"pesquisa","status":"publish","type":"page","link":"https:\/\/aei.art.br\/aiai\/en\/the-research\/","title":{"rendered":"Pesquisa"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"643\" class=\"elementor elementor-643\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36c03be elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36c03be\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9205ff3\" data-id=\"9205ff3\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d8c0f02 elementor-widget elementor-widget-image\" data-id=\"d8c0f02\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Kadu\" data-elementor-lightbox-description=\"Prompt: Futuristic style, 16:9; Pernambuco, Brazil, 2050, in the bush, Indigenous Xucuru ritual, 4 humans dance together with 2 dogs and 2 goats, in circle, around a small little fire, during the night. 8k.\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzIyLCJ1cmwiOiJodHRwczpcL1wvYWVpLmFydC5iclwvYWlhaVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDZcL0thZHUucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu.png\" class=\"attachment-large size-large wp-image-322\" alt=\"\" srcset=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu.png 1024w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu-500x500.png 500w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu-300x300.png 300w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu-768x768.png 768w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu-150x150.png 150w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu-75x75.png 75w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Kadu-480x480.png 480w\" sizes=\"(max-width:767px) 480px, (max-width:1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Kadu<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-fd3b8af\" data-id=\"fd3b8af\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b95472 elementor-widget elementor-widget-text-editor\" data-id=\"3b95472\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The project generated a huge amount of material and lots of really insightful discussion. These discussions revolved around AI image generation, the limitations to Indigenous representation caused by the precedence of the data on which MidJourney has been trained and system limitations to representation imposed by the developers (for example, with regard to nudity), as well as around Indigenous cosmovisions, aesthetics and ways of imagining the future.<\/span><\/p><p><span style=\"font-weight: 400;\">Although we had fun playing around with MidJourney and seeing what it could do, many participants were unsatisfied by the images of Indigenous people and scenes of Indigenous life generated by MidJourney. In particular, participants noted that when using a prompt that didn\u2019t specify \u201cIndigenous\u201d, a specific ethnicity and\/or a related region and its topography, flora and fauna, the default setting was white bodies, European or North American biomes and landscapes, and the aesthetics of European painting or of manga comics. However, when the adjective \u201cIndigenous\u201d was added, attempts to generate futuristic images showing Indigenous people engaging with technology were parsed by the image generator in such a way as to always depict Indigenous people and their lifeways as being very closely bound to tradition, with references to mobile phones, satellites and so on all eliminated.<\/span><\/p><p class=\"translation-block\">Even after further tweaks were made to the prompts to provoke them to move away from MidJourney\u2019s default white European\/American representational tendencies and its colonialist vision of Indigenous peoples, many still argued, as Tadeu did when seeking to generate images of Kaingang people, that \u201cThese aren\u2019t my relatives\u201d. Loreto was particularly disappointed by the very white, patriarchal and individualist results that her prompt threw up. And although most expressed general happiness with the results in relation to what they had imagined and weren\u2019t entirely put off by the deficiencies in the representation of Indigenous peoples and cultures, only Aymar found that the image that he generated of an \u201cancient Aymara grandfather\u201d walking on his farm by Lake Titicaca bore a genuine resemblance to his own grandfather.<\/p><p><span style=\"font-weight: 400;\">While the above hardly constitutes scientific proof of bias in the way MidJourney works and our way of working was arguably \u201chaphazard\u201d, with a great many variables in play at any one time, it gives a sense of some of the issues to be encountered with the representation of Indigeneity via AI image generators and encourages critical thinking in relation to their use.\u00a0<\/span><\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e3b22fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e3b22fe\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fcd4204\" data-id=\"fcd4204\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1628b98 elementor-widget elementor-widget-spacer\" data-id=\"1628b98\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e8de8ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8de8ea\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b457e31\" data-id=\"b457e31\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d020651 elementor-widget elementor-widget-heading\" data-id=\"d020651\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Reflections<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81a35d1 elementor-widget elementor-widget-spacer\" data-id=\"81a35d1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f2abe8c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f2abe8c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3f55151\" data-id=\"3f55151\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7247137 elementor-widget__width-initial elementor-widget elementor-widget-mfn_testimonials_list\" data-id=\"7247137\" data-element_type=\"widget\" data-widget_type=\"mfn_testimonials_list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"testimonials_list\"><div class=\"item no-img\"><div class=\"desc\"><h4 class=\"title\">Nhenety Kariri-Xoc\u00f3<\/h4><p class=\"subtitle\"><\/p><hr class=\"hr_color\" \/><div class=\"blockquote\"><span class=\"mfn-blockquote-icon\"><i class=\"icon-quote\" aria-hidden=\"true\"><\/i><\/span><blockquote>\u201cI am convinced that there is a good partnership to be had between Natural Intelligence and Artificial Intelligence, in the ability to connect information available in Natural Intelligence to Artificial Intelligence. Natural Intelligence is everything we learn through connections with our experience in local, direct, physical form; the concept of Artificial Intelligence is still being formed, but AI can make electronic, virtual connections.\u201d<\/blockquote><\/div><\/div><\/div>\n<div class=\"item no-img\"><div class=\"desc\"><h4 class=\"title\">Horacio Montes de Oca Ayala<\/h4><p class=\"subtitle\"><\/p><hr class=\"hr_color\" \/><div class=\"blockquote\"><span class=\"mfn-blockquote-icon\"><i class=\"icon-quote\" aria-hidden=\"true\"><\/i><\/span><blockquote><span style=\"font-weight: 400;\">\u201cThis approach to AI from the field of visual arts was a learning experience to understand the way in which AI processes information, its logic of composition and also its biases. I am struck by the almost instantaneous ability to produce and compose images combining concepts that are difficult to unite such as the future, Indigeneity, nature and humankind. This ease in generating images is also disconcerting because it expresses a symptom of our time; what I mean is there is this huge capacity to create images or compose music or write literature almost instantaneously, but these are works that are lacking in prior reflection, in research to support the creations, in short, these are works without spirit, empty works without content.\u201d<\/span><\/blockquote><\/div><\/div><\/div>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4803056 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4803056\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-68a233e\" data-id=\"68a233e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c65865c elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c65865c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\">A collective book about the project entitled Artificial Intelligence, Art and Indigeneity: Between Dreams and Hallucinations is due to be published by the University of London Press in 2026.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f67198 elementor-widget elementor-widget-spacer\" data-id=\"5f67198\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c228f68 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c228f68\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d2a9d32\" data-id=\"d2a9d32\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e5da5de elementor-widget elementor-widget-image\" data-id=\"e5da5de\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"220\" height=\"63\" src=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/logo-thydewa-2018.png\" class=\"attachment-large size-large wp-image-534\" alt=\"\" srcset=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/logo-thydewa-2018.png 220w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/logo-thydewa-2018-150x43.png 150w\" sizes=\"(max-width:767px) 220px, 220px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-cc97f3f\" data-id=\"cc97f3f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0106b05 elementor-widget elementor-widget-image\" data-id=\"0106b05\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"500\" height=\"396\" src=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-500x396.png\" class=\"attachment-medium size-medium wp-image-786\" alt=\"\" srcset=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-500x396.png 500w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-300x237.png 300w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-768x608.png 768w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-15x12.png 15w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-95x75.png 95w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514-480x380.png 480w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/07\/DCU_Digital_Logo_Official_Navy_Stacked-e1688504601514.png 800w\" sizes=\"(max-width:767px) 480px, 500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-b931c4e\" data-id=\"b931c4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9e36984 elementor-widget elementor-widget-image\" data-id=\"9e36984\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"220\" height=\"63\" src=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Leeds-Logo_pmsBLACK-Converted-1.png\" class=\"attachment-large size-large wp-image-535\" alt=\"\" srcset=\"https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Leeds-Logo_pmsBLACK-Converted-1.png 220w, https:\/\/aei.art.br\/aiai\/wp-content\/uploads\/2023\/06\/Leeds-Logo_pmsBLACK-Converted-1-150x43.png 150w\" sizes=\"(max-width:767px) 220px, 220px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b457a89 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b457a89\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ead615f\" data-id=\"ead615f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbd9fba elementor-widget elementor-widget-spacer\" data-id=\"bbd9fba\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Kadu O projeto gerou uma enorme quantidade de material e muitas discuss\u00f5es realmente perspicazes. Essas discuss\u00f5es giraram em torno da gera\u00e7\u00e3o de imagens com ferramentas de<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-643","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/pages\/643","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/comments?post=643"}],"version-history":[{"count":55,"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/pages\/643\/revisions"}],"predecessor-version":[{"id":948,"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/pages\/643\/revisions\/948"}],"wp:attachment":[{"href":"https:\/\/aei.art.br\/aiai\/en\/wp-json\/wp\/v2\/media?parent=643"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}