{"id":7109,"date":"2024-12-12T14:46:02","date_gmt":"2024-12-12T17:46:02","guid":{"rendered":"https:\/\/feittinf.org.br\/?p=7109"},"modified":"2024-12-13T16:35:59","modified_gmt":"2024-12-13T19:35:59","slug":"ia-multimodal-promete-expandir-limites-tecnologia","status":"publish","type":"post","link":"https:\/\/homolog.fenati.org.br\/en\/ia-multimodal-promete-expandir-limites-tecnologia\/","title":{"rendered":"IA multimodal promete expandir limites da tecnologia; saiba o que \u00e9 e que riscos traz"},"content":{"rendered":"<p><strong>IA multimodal &#8211;<\/strong> A Intelig\u00eancia Artificial (IA) est\u00e1 constantemente evoluindo, e um dos avan\u00e7os mais promissores \u00e9 a <a href=\"https:\/\/pt.wikipedia.org\/wiki\/Intelig%C3%AAncia_artificial\" target=\"_blank\" rel=\"noopener\">IA<\/a> multimodal, tecnologia que permite processar e integrar diferentes tipos de informa\u00e7\u00f5es, como texto, imagem, som e v\u00eddeo, para oferecer solu\u00e7\u00f5es mais complexas.<\/p>\n<p>Desde o lan\u00e7amento do ChatGPT pela OpenAI em 2022, ferramentas baseadas em modelos de linguagem grandes (LLMs) trouxeram uma revolu\u00e7\u00e3o no uso a IA generativa, permitindo que m\u00e1quinas gerassem texto a partir de entradas textuais. No entanto, essas ferramentas s\u00e3o consideradas unimodais, ou seja, trabalham com apenas um tipo de dado por vez. A IA multimodal, por sua vez, promete expandir esses limites.<\/p>\n<p><a href=\"https:\/\/feittinf.org.br\/sindplay-curso-sobre-resiliencia-arte-adversidades\/\" target=\"_blank\" rel=\"noopener\"><strong>LEIA: Sindplay lan\u00e7a curso sobre resili\u00eancia, a arte de lidar com as adversidades<\/strong><\/a><\/p>\n<p>Um exemplo de modelo multimodal popular \u00e9 o Gemini, desenvolvido pelo Google, capaz de analisar a foto de um prato de biscoitos e gerar uma receita correspondente. Essa tecnologia utiliza a arquitetura Transformer, conhecida por sua efici\u00eancia no processamento de grandes volumes de dados e pela integra\u00e7\u00e3o de diferentes modalidades.<\/p>\n<p>Uma das diferen\u00e7as entre a IA generativa e a multimodal, \u00e9 que a primeira \u00e9 projetada para criar conte\u00fados a partir de comandos baseados em um \u00fanico tipo de dado. J\u00e1 o modelo multimodal \u00e9 capaz de ampliar esses recursos, permitindo o processamento simult\u00e2neo de v\u00e1rios tipos de informa\u00e7\u00f5es. Por exemplo, enquanto um modelo tradicional cria uma imagem com base em uma descri\u00e7\u00e3o textual, um modelo multimodal pode utilizar uma combina\u00e7\u00e3o de texto, imagem e \u00e1udio para gerar resultados ainda mais ricos e contextualizados.<\/p>\n<p>A tecnologia j\u00e1 est\u00e1 sendo aplicada em diversas \u00e1reas, como em ve\u00edculos aut\u00f4nomos, diagn\u00f3sticos m\u00e9dicos, biomedicina e nas ci\u00eancias clim\u00e1ticas. Apesar disso, sua implementa\u00e7\u00e3o requer aten\u00e7\u00e3o especial aos seus riscos e impactos \u00e9ticos.<\/p>\n<p><strong>Riscos<\/strong><\/p>\n<p>Assim como toda nova tecnologia, h\u00e1 diversos desafios em potencial que teremos de enfrentar com os modelos de IA multimodais. Alguns deles s\u00e3o:<\/p>\n<p>&#8211; Falta de transpar\u00eancia<br \/>\n&#8211; Monop\u00f3lio de IA multimodal<br \/>\n&#8211; Preconceito e discrimina\u00e7\u00e3o<br \/>\n&#8211; Quest\u00f5es de privacidade<br \/>\n&#8211; Considera\u00e7\u00f5es \u00e9ticas<br \/>\n&#8211; Considera\u00e7\u00f5es ambientais<\/p>\n<p><em><strong>(Com informa\u00e7\u00f5es de Olhar Digital)<\/strong><\/em><br \/>\n<em><strong>(Foto: Reprodu\u00e7\u00e3o)<\/strong><\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Modelo integra texto, imagem, som e v\u00eddeo e promete solu\u00e7\u00f5es mais inovadoras e complexas<\/p>","protected":false},"author":4,"featured_media":7110,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[13],"class_list":["post-7109","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ti","tag-sindical"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA multimodal promete expandir limites da tecnologia; 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