{"id":2855,"date":"2025-03-19T13:30:02","date_gmt":"2025-03-19T16:30:02","guid":{"rendered":"https:\/\/nextage.com.br\/blog\/?p=2855"},"modified":"2026-01-05T14:34:14","modified_gmt":"2026-01-05T17:34:14","slug":"are-we-close-to-quantum-computing","status":"publish","type":"post","link":"https:\/\/nextage.com.br\/blog\/are-we-close-to-quantum-computing\/","title":{"rendered":"O qu\u00e3o pr\u00f3ximos estamos da chamada Computa\u00e7\u00e3o Qu\u00e2ntica?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Foi somente em 1960 que o Sil\u00edcio foi consagrado como um dos maiores componentes dos semicondutores, a pe\u00e7a mais b\u00e1sica dos computadores digitais. Sem esse marco, n\u00e3o ter\u00edamos a tecnologia avan\u00e7ada e a conectividade encontrada atualmente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Segundo o jornal <\/span><a href=\"https:\/\/www1.folha.uol.com.br\/tec\/2025\/03\/computacao-quantica-ainda-engatinha-para-alcancar-seu-momento-de-silicio.shtml\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Folha de S\u00e3o Paulo<\/span><\/a><span style=\"font-weight: 400;\"> (2025), a <\/span><b>computa\u00e7\u00e3o qu\u00e2ntica ainda est\u00e1 longe \u201cdo seu momento de sil\u00edcio\u201d<\/b><span style=\"font-weight: 400;\">. Isso porque, apesar das tentativas intensas vindas das grandes empresas de tecnologia, ainda n\u00e3o h\u00e1 nenhum consenso sobre como produzir os <\/span><i><span style=\"font-weight: 400;\">qubits, <\/span><\/i><span style=\"font-weight: 400;\">elementos b\u00e1sicos dos computadores qu\u00e2nticos. Essa falta de defini\u00e7\u00e3o \u00e9 um lembrete do longo caminho que a computa\u00e7\u00e3o qu\u00e2ntica ainda precisa percorrer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">No caso da Amazon, sua contribui\u00e7\u00e3o ficou conhecida como qubits de gato, uma homenagem ao <a href=\"https:\/\/nextage.com.br\/blog\/como-o-gato-de-schrodinger-pode-ser-a-chave-da-computacao-quantica\/\">Gato de Schr\u00f6dinger<\/a> (experimento mental que traz a suposi\u00e7\u00e3o qu\u00e2ntica de que um gato, trancado em uma caixa, caso esteja fora da vista, poderia estar vivo ou morto simultaneamente. Essa \u201cd\u00favida\u201d s\u00f3 poderia ser sanada ao abrir a caixa).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A nova tecnologia desenvolvidas pela companhia visa criar <\/span><i><span style=\"font-weight: 400;\">qubits<\/span><\/i><span style=\"font-weight: 400;\"> mais resistentes a erros, reduzindo o problema do &#8220;ru\u00eddo&#8221; que atrapalha os c\u00e1lculos. Com isso, os computadores qu\u00e2nticos poderiam crescer em escala sem precisar de uma quantidade excessiva de <\/span><i><span style=\"font-weight: 400;\">qubits <\/span><\/i><span style=\"font-weight: 400;\">para corre\u00e7\u00e3o de erros.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2856\" src=\"https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/silicon-valley-.webp\" alt=\"**Alt text:** Placa verde de estrada indicando a dire\u00e7\u00e3o para o Vale do Sil\u00edcio, centro global de inova\u00e7\u00e3o e tecnologia.\" width=\"1200\" height=\"800\" srcset=\"https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/silicon-valley-.webp 1200w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/silicon-valley--300x200.webp 300w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/silicon-valley--1024x683.webp 1024w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/silicon-valley--768x512.webp 768w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/silicon-valley--150x100.webp 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">Mas afinal, o que \u00e9 Computa\u00e7\u00e3o Qu\u00e2ntica?<\/span><\/h2>\n<p>A <a href=\"https:\/\/www.ibm.com\/br-pt\/topics\/quantum-computing\" target=\"_blank\" rel=\"noopener\">computa\u00e7\u00e3o qu\u00e2ntica<\/a> \u00e9 um novo modelo de processamento que usa princ\u00edpios da mec\u00e2nica qu\u00e2ntica para resolver problemas imposs\u00edveis (ou extremamente demorados) para computadores cl\u00e1ssicos. Em vez de bits tradicionais, que assumem os valores 0 ou 1, os computadores qu\u00e2nticos utilizam os qubits, que podem estar em m\u00faltiplos estados ao mesmo tempo. Isso gera uma maior capacidade de processamento para certas aplica\u00e7\u00f5es.<br \/>\nEsse conceito, antes restrito a laborat\u00f3rios e pesquisas acad\u00eamicas, est\u00e1 se tornando mais acess\u00edvel. Isso significa que o momento de se familiarizar com a computa\u00e7\u00e3o qu\u00e2ntica \u00e9 agora.<br \/>\nN\u00f3s da NextAge acompanhamos de perto a evolu\u00e7\u00e3o tecnol\u00f3gica, e, por isso, preparamos esse artigo para relacionar esse tema t\u00e3o em alta com o desenvolvimento de software.<\/p>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">O Impacto da Computa\u00e7\u00e3o Qu\u00e2ntica no Desenvolvimento de Software<\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2858\" src=\"https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/o-que-e-computacao-quantica-.webp\" alt=\"quantum computing\" width=\"1200\" height=\"800\" srcset=\"https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/o-que-e-computacao-quantica-.webp 1200w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/o-que-e-computacao-quantica--300x200.webp 300w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/o-que-e-computacao-quantica--1024x683.webp 1024w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/o-que-e-computacao-quantica--768x512.webp 768w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/o-que-e-computacao-quantica--150x100.webp 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">A computa\u00e7\u00e3o qu\u00e2ntica pode transformar diversas \u00e1reas do desenvolvimento de software, trazendo solu\u00e7\u00f5es inovadoras para desafios que a computa\u00e7\u00e3o cl\u00e1ssica n\u00e3o conseguiria resolver. Algumas das apostas s\u00e3o:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Otimiza\u00e7\u00e3o e Machine Learning<\/span><b>:<\/b><span style=\"font-weight: 400;\"> algoritmos qu\u00e2nticos podem acelerar treinamentos de IA e resolver problemas complexos de otimiza\u00e7\u00e3o que levariam anos para serem solucionados em sistemas convencionais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Criptografia e Seguran\u00e7a<\/span><b>:<\/b><span style=\"font-weight: 400;\"> com o potencial de quebrar os sistemas de criptografia atuais, a computa\u00e7\u00e3o qu\u00e2ntica obriga os desenvolvedores a pensarem em novos modelos de seguran\u00e7a, como a criptografia p\u00f3s-qu\u00e2ntica;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Simula\u00e7\u00f5es e Modelagem<\/span><b>:<\/b><span style=\"font-weight: 400;\"> para quem lida com simula\u00e7\u00f5es de alto desempenho, como modelagem molecular ou din\u00e2mica de fluidos, os computadores qu\u00e2nticos representam um grande avan\u00e7o;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Banco de Dados e Processamento de Informa\u00e7\u00f5es<b style=\"font-size: 1rem;\">:<\/b><span style=\"font-weight: 400;\"> sistemas de busca podem se beneficiar do algoritmo de Grover, que permite buscas mais r\u00e1pidas em grandes volumes de dados.<\/span><\/li>\n<\/ul>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">Quais s\u00e3o as linguagens e ferramentas para programa\u00e7\u00e3o qu\u00e2ntica?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Desenvolver para computa\u00e7\u00e3o qu\u00e2ntica exige o uso de ferramentas especializadas. Mesmo sem acesso a um computador qu\u00e2ntico real, simuladores dessas plataformas permitem que os desenvolvedores comecem a explorar esse novo paradigma desde j\u00e1. Algumas das mais populares incluem:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Qiskit (IBM Quantum): framework open-source em Python para desenvolvimento e simula\u00e7\u00e3o de circuitos qu\u00e2nticos. Ideal para quem j\u00e1 programou em Python e quer come\u00e7ar com computa\u00e7\u00e3o qu\u00e2ntica de forma pr\u00e1tica;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cirq (Google): biblioteca para programar e rodar algoritmos qu\u00e2nticos em hardwares espec\u00edficos do Google Quantum AI. Desenvolvedores interessados em computa\u00e7\u00e3o qu\u00e2ntica experimental e aplica\u00e7\u00f5es em intelig\u00eancia artificial acham essa ferramenta perfeita;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Q#: linguagem voltada para computa\u00e7\u00e3o qu\u00e2ntica, integrada ao Azure Quantum. Boa op\u00e7\u00e3o para desenvolvedores que querem explorar computa\u00e7\u00e3o qu\u00e2ntica no ecossistema da Microsoft;\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Forest (Rigetti): plataforma para desenvolvimento de aplica\u00e7\u00f5es qu\u00e2nticas utilizando a linguagem Quil. Ideal para quem busca uma abordagem mais t\u00e9cnica e quer explorar uma nova arquitetura.<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2859\" src=\"https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/linguagem-programacao.webp\" alt=\"Tela verde repleta de c\u00f3digos bin\u00e1rios (0s e 1s), representando dados digitais e processamento computacional.\" width=\"1200\" height=\"800\" srcset=\"https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/linguagem-programacao.webp 1200w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/linguagem-programacao-300x200.webp 300w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/linguagem-programacao-1024x683.webp 1024w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/linguagem-programacao-768x512.webp 768w, https:\/\/nextage.com.br\/blog\/wp-content\/uploads\/2025\/03\/linguagem-programacao-150x100.webp 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">Computa\u00e7\u00e3o qu\u00e2ntica est\u00e1 longe de ser o \u201cnovo sil\u00edcio\u201d, mas por qu\u00ea?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Apesar do potencial, a computa\u00e7\u00e3o qu\u00e2ntica ainda enfrenta desafios significativos, o que pode atrasar sua populariza\u00e7\u00e3o:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Erro e Ru\u00eddo<\/span><b>:<\/b> <i><span style=\"font-weight: 400;\">qubits<\/span><\/i><span style=\"font-weight: 400;\"> s\u00e3o inst\u00e1veis e extremamente sens\u00edveis a interfer\u00eancias externas;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Escalabilidade<\/span><b>:<\/b><span style=\"font-weight: 400;\"> construir computadores qu\u00e2nticos com mais <\/span><i><span style=\"font-weight: 400;\">qubits<\/span><\/i><span style=\"font-weight: 400;\"> e baixa taxa de erro \u00e9 um grande desafio;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Curva de Aprendizado<\/span><b>:<\/b><span style=\"font-weight: 400;\"> a programa\u00e7\u00e3o qu\u00e2ntica exige novas habilidades, e poucos desenvolvedores est\u00e3o preparados para isso;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Integra\u00e7\u00e3o com sistemas: hoje, a maioria dos softwares e sistemas s\u00e3o baseados na computa\u00e7\u00e3o cl\u00e1ssica. Para que a computa\u00e7\u00e3o qu\u00e2ntica seja \u00fatil, \u00e9 preciso descobrir como integrar ambas as tecnologias.<\/span><\/li>\n<\/ul>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">Qual \u00e9 o futuro da computa\u00e7\u00e3o qu\u00e2ntica?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A computa\u00e7\u00e3o qu\u00e2ntica ainda est\u00e1 em seus est\u00e1gios iniciais, mas o impacto no desenvolvimento de software tende a ser grande. Desenvolvedores que come\u00e7arem a estudar e experimentar agora ter\u00e3o uma vantagem competitiva no futuro. Mas, o que podemos esperar dessa tecnologia?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Apesar de hoje ela estar em uma fase experimental, a tend\u00eancia \u00e9 de que nos pr\u00f3ximos anos seja descoberto o segredo para desenvolver computadores qu\u00e2nticos com milhares de <\/span><i><span style=\"font-weight: 400;\">qubits <\/span><\/i><span style=\"font-weight: 400;\">est\u00e1veis. O <\/span><a href=\"https:\/\/www.ibm.com\/roadmaps\/quantum\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">roadmap da IBM<\/span><\/a><span style=\"font-weight: 400;\"> prev\u00ea que at\u00e9 2030 teremos esses equipamentos escal\u00e1veis para aplica\u00e7\u00f5es comerciais.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Al\u00e9m disso, essa tecnologia tamb\u00e9m pode acelerar o treinamento de modelos de IA, permitindo que algoritmos de aprendizado processem informa\u00e7\u00f5es muito mais r\u00e1pido. Isso pode levar a avan\u00e7os no processamento da <a href=\"https:\/\/nextage.com.br\/blog\/ai-text-understanding\/\" target=\"_blank\" rel=\"noopener\">linguagem natural<\/a> e no reconhecimento de padr\u00f5es. Segundo o <\/span><a href=\"https:\/\/mittechreview.com.br\/google-avanco-computacao-quantica\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">MIT Technology Review<\/span><\/a><span style=\"font-weight: 400;\"> (2024), a Google j\u00e1 utiliza computa\u00e7\u00e3o qu\u00e2ntica para otimizar redes neurais em suas pesquisas de IA.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Em suma, a computa\u00e7\u00e3o qu\u00e2ntica \u00e9 um exemplo de como a tecnologia evolui rapidamente. Isso resulta em mais produtividade e efici\u00eancia em diversas \u00e1reas, seja ao conseguir resolver problemas mais complexos, como na computa\u00e7\u00e3o qu\u00e2ntica, ou ao automatizar tarefas repetitivas. N\u00f3s da <a href=\"https:\/\/nextage.com.br\/?utm_source=organico&amp;utm_medium=site&amp;utm_campaign=web?utm_source=blog&amp;utm_medium=social&amp;utm_campaign=\" target=\"_blank\" rel=\"noopener\">NextAge<\/a> temos essa cultura de inova\u00e7\u00e3o no nosso dia a dia, aplicando em todos os nossos projetos. <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Foi somente em 1960 que o Sil\u00edcio foi consagrado como um dos maiores componentes dos semicondutores, a pe\u00e7a mais b\u00e1sica dos computadores digitais. Sem esse marco, n\u00e3o ter\u00edamos a tecnologia avan\u00e7ada e a conectividade encontrada atualmente. Segundo o jornal Folha de S\u00e3o Paulo (2025), a computa\u00e7\u00e3o qu\u00e2ntica ainda est\u00e1 longe \u201cdo seu momento de sil\u00edcio\u201d.<\/p>\n","protected":false},"author":5,"featured_media":2859,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[281],"tags":[],"class_list":["post-2855","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Close Are We to Quantum Computing? - NextAge<\/title>\n<meta name=\"description\" content=\"How close are we to the quantum computing revolution? 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