{"id":10963,"date":"2026-01-27T08:08:03","date_gmt":"2026-01-27T11:08:03","guid":{"rendered":"https:\/\/devompublishing.bluehitzzz.com\/?p=10963"},"modified":"2026-08-27T13:02:52","modified_gmt":"2026-08-27T16:02:52","slug":"shadow-ai-governanca-riscos-forbes","status":"publish","type":"post","link":"https:\/\/devompublishing.bluehitzzz.com\/pt-br\/2026\/01\/27\/shadow-ai-governanca-riscos-forbes\/","title":{"rendered":"Shadow AI:  Dados, Riscos e Solu\u00e7\u00f5es de Governan\u00e7a (Guia 2026)"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">A intelig\u00eancia artificial deixou de ser uma aposta futurista para se tornar o motor central da produtividade moderna.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">No entanto, enquanto as empresas planejam aumentar seus investimentos em IA em <\/span><b>36% nos pr\u00f3ximos dois anos<\/b><span style=\"font-weight: 400;\">, um fen\u00f4meno silencioso e arriscado cresce nos bastidores: a <\/span><b>Shadow AI<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Segundo um estudo recente da SAP com a Oxford Economics, <a href=\"https:\/\/forbes.com.br\/carreira\/2025\/12\/shadow-ai-8-em-cada-10-lideres-no-brasil-temem-o-uso-de-ia-nao-autorizada\/?utm_source=chatgpt.com\">divulgado pela Forbes<\/a>, <\/span><b>8 em cada 10 l\u00edderes no Brasil<\/b><span style=\"font-weight: 400;\"> est\u00e3o alarmados com o uso de ferramentas de IA sem a aprova\u00e7\u00e3o da TI.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Este artigo mergulha nas causas desse fen\u00f4meno, nos riscos ocultos e em como <a href=\"https:\/\/devompublishing.bluehitzzz.com\/pt-br\/2026\/07\/09\/ferramentas-governanca-de-ia\/\">ferramentas de governan\u00e7a de IA<\/a>, como o Sentinel, s\u00e3o a \u00fanica resposta vi\u00e1vel.<\/span><\/p>\n<h2><b>O Que \u00e9 Shadow AI?<\/b><\/h2>\n<p><b>Shadow AI<\/b><span style=\"font-weight: 400;\"> (ou IA Paralela) ocorre quando colaboradores utilizam ferramentas de intelig\u00eancia artificial sem o conhecimento ou supervis\u00e3o da empresa.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Isso \u00e9 impulsionado pelo comportamento chamado <\/span><b>BYOAI<\/b><span style=\"font-weight: 400;\"> (<\/span><i><span style=\"font-weight: 400;\">Bring Your Own AI<\/span><\/i><span style=\"font-weight: 400;\"> \u2014 Traga sua Pr\u00f3pria IA).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">De acordo com a an\u00e1lise:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>75% dos profissionais<\/b><span style=\"font-weight: 400;\"> j\u00e1 usam IA no trabalho.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A maioria prefere suas pr\u00f3prias ferramentas gratuitas \u00e0s solu\u00e7\u00f5es corporativas (muitas vezes inexistentes ou lentas).<\/span><\/li>\n<\/ul>\n<p>De acordo com a an\u00e1lise de<span style=\"font-weight: 400;\"> Daniel L\u00e1zaro, da Accenture, &#8220;<\/span><i><span style=\"font-weight: 400;\">o funcion\u00e1rio n\u00e3o usa Shadow AI por mal\u00edcia, mas por busca de efici\u00eancia.&#8221;<\/span><\/i><span style=\"font-weight: 400;\"> Ou seja, ele quer resolver problemas agora, n\u00e3o esperar processos burocr\u00e1ticos.<\/span><\/p>\n<h2><b>O Cen\u00e1rio Brasileiro<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">O Brasil est\u00e1 em um est\u00e1gio de maturidade digital acelerada, o que paradoxalmente aumenta a vulnerabilidade. Os dados da Forbes\/SAP revelam um cen\u00e1rio de alta press\u00e3o:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Preval\u00eancia:<\/b><span style=\"font-weight: 400;\"> 66% das companhias brasileiras admitem que o uso de Shadow AI ocorre com frequ\u00eancia.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Integra\u00e7\u00e3o:<\/b><span style=\"font-weight: 400;\"> A IA j\u00e1 suporta 23% das tarefas corporativas no pa\u00eds, com previs\u00e3o de saltar para 40% at\u00e9 2027.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Confian\u00e7a:<\/b><span style=\"font-weight: 400;\"> Embora 68% das empresas se digam &#8220;preparadas&#8221;, <\/span><b>70% desconfiam<\/b><span style=\"font-weight: 400;\"> da pr\u00f3pria capacidade de integrar dados de forma segura.<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/botcity.dev\/br\/para-escalar-ai-voce-precisa-escalar-python\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-11827 size-large\" src=\"https:\/\/devompublishing.bluehitzzz.com\/wp-content\/uploads\/2026\/01\/Banners-Blog-1024x341.png\" alt=\"Para escalar AI, voc\u00ea precisa estar Python.\" width=\"770\" height=\"256\" srcset=\"https:\/\/devompublishing.bluehitzzz.com\/wp-content\/uploads\/2026\/01\/Banners-Blog-1024x341.png 1024w, https:\/\/devompublishing.bluehitzzz.com\/wp-content\/uploads\/2026\/01\/Banners-Blog-300x100.png 300w, https:\/\/devompublishing.bluehitzzz.com\/wp-content\/uploads\/2026\/01\/Banners-Blog.png 1200w\" sizes=\"(max-width: 770px) 100vw, 770px\" \/><\/a><\/p>\n<h2><b>Os Riscos Reais da &#8220;AI Invis\u00edvel&#8221;<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">O perigo da Shadow AI n\u00e3o \u00e9 a tecnologia em si, mas onde os dados da sua empresa v\u00e3o parar.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dessa forma, ao utilizar ferramentas p\u00fablicas sem contrato de confidencialidade empresarial, os riscos s\u00e3o cr\u00edticos:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vazamento de Propriedade Intelectual:<\/b><span style=\"font-weight: 400;\"> Colar uma estrat\u00e9gia de vendas ou c\u00f3digo-fonte num chatbot p\u00fablico pode significar treinar o modelo do seu concorrente.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Viola\u00e7\u00e3o da LGPD:<\/b><span style=\"font-weight: 400;\"> Dados sens\u00edveis de clientes saem do per\u00edmetro seguro da empresa sem rastro.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Silos de Dados:<\/b><span style=\"font-weight: 400;\"> Cada \u00e1rea usa uma IA diferente, gerando informa\u00e7\u00f5es conflitantes e descentralizadas.<\/span><\/li>\n<\/ol>\n<h3><b>O Ponto Cego Tecnol\u00f3gico: Por que a AI &#8220;fala&#8221; Python?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Para governar a Shadow AI, \u00e9 preciso entender como ela funciona na pr\u00e1tica. A Intelig\u00eancia Artificial moderna n\u00e3o vive apenas em sites como o ChatGPT, Claude e Copilop; ela \u00e9 constru\u00edda e executada sobre a linguagem <\/span><b>Python<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na pr\u00e1tica, scripts de automa\u00e7\u00e3o, integra\u00e7\u00f5es com LLMs e agentes aut\u00f4nomos s\u00e3o, em sua grande maioria, <strong>c\u00f3digo Python rodando silenciosamente nos computadores dos colaboradores<\/strong>.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por isso, o risco mora no monitoramento tradicional. Se a sua equipe de seguran\u00e7a foca apenas no tr\u00e1fego de rede (URLs), ela ignora o que acontece dentro da execu\u00e7\u00e3o desses scripts.<\/span><\/p>\n<p>\u00c9 esse <strong>&#8220;ponto cego&#8221; do Python<\/strong> que permite que dados sens\u00edveis sejam processados e enviados para IAs externas sem deixar rastros nos logs comuns. Para entender os <a href=\"https:\/\/devompublishing.bluehitzzz.com\/pt-br\/2025\/11\/11\/riscos-do-shadow-python\/\">riscos espec\u00edficos do Shadow Python nos endpoints corporativos<\/a>, temos um guia detalhado.<\/p>\n<h2><b>Por Que a Proibi\u00e7\u00e3o N\u00e3o Funciona<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">A rea\u00e7\u00e3o instintiva de muitos CISOs \u00e9 bloquear o acesso. Contudo, especialistas concordam que <\/span><b>firewalls perder\u00e3o essa guerra<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Onipresen\u00e7a:<\/b><span style=\"font-weight: 400;\"> A IA j\u00e1 est\u00e1 embutida em navegadores e editores de texto.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cultura:<\/b><span style=\"font-weight: 400;\"> Se a empresa bloqueia, o funcion\u00e1rio usa o 4G ou o celular pessoal para continuar produzindo.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Inova\u00e7\u00e3o:<\/b><span style=\"font-weight: 400;\"> O bloqueio total mata a descoberta de novos casos de uso que trazem lucro.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">A solu\u00e7\u00e3o n\u00e3o \u00e9 o bloqueio cego, mas a <\/span><b>inova\u00e7\u00e3o gerenciada<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><b>A Solu\u00e7\u00e3o: BotCity Sentinel, governan\u00e7a de Python para a era da AI<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Como a intelig\u00eancia artificial se manifesta por meio de c\u00f3digo, a <a href=\"https:\/\/devompublishing.bluehitzzz.com\/pt-br\/2026\/07\/02\/o-que-e-governanca-de-ia\/\">governan\u00e7a de IA<\/a> eficiente deve atuar na camada de execu\u00e7\u00e3o. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Em outras palavras, \u00e0 medida que o uso de AI cresce dentro das empresas, a governan\u00e7a precisa acompanhar o c\u00f3digo que essas ferramentas colocam em execu\u00e7\u00e3o. O BotCity Sentinel atua diretamente nos endpoints para trazer visibilidade sobre a execu\u00e7\u00e3o de Python e transformar esse uso em uma camada govern\u00e1vel da opera\u00e7\u00e3o, atuando em pilares fundamentais:<\/span><\/p>\n<h3><b>\u00a01. Visibilidade Total (Discovery)<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Voc\u00ea n\u00e3o pode proteger o que n\u00e3o v\u00ea. Por isso, o Sentinel mapeia o ambiente digital para identificar quais ferramentas de IA est\u00e3o sendo usadas, por quem e com que frequ\u00eancia.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Isso tira a IA das sombras e traz para a luz da auditoria.<\/span><\/p>\n<h3><b>2. Monitoramento e Preven\u00e7\u00e3o de Perda de Dados (DLP)<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">O Sentinel n\u00e3o tenta \u201cadivinhar inten\u00e7\u00e3o\u201d. Ele traz<\/span><b> o uso de Python + AI para dentro da governan\u00e7a<\/b><span style=\"font-weight: 400;\">, com <\/span><b>sinais de risco<\/b><span style=\"font-weight: 400;\">, <\/span><b>controles por pol\u00edtica<\/b><span style=\"font-weight: 400;\"> e <\/span><b>evid\u00eancia rastre\u00e1vel<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na pr\u00e1tica, ele permite que TI e Seguran\u00e7a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>identifiquem padr\u00f5es de execu\u00e7\u00e3o associados a risco<\/b><span style=\"font-weight: 400;\"> (ex.: uso de bibliotecas de rede, integra\u00e7\u00f5es externas, acesso a dados sens\u00edveis, chamadas a servi\u00e7os de AI, conex\u00f5es com bancos, depend\u00eancias vulner\u00e1veis);<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>classifiquem e priorizem ocorr\u00eancias<\/b><span style=\"font-weight: 400;\"> com base em severidade e contexto (o que est\u00e1 rodando, onde, e por que isso importa);<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>apliquem pol\u00edticas e controles<\/b><span style=\"font-weight: 400;\"> para orientar e restringir execu\u00e7\u00f5es fora de diretriz (ex.: alertar, registrar, bloquear execu\u00e7\u00f5es n\u00e3o autorizadas, exigir ambientes sancionados);<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>gerem evid\u00eancias audit\u00e1veis<\/b><span style=\"font-weight: 400;\"> (invent\u00e1rio + trilha de conformidade + relat\u00f3rios executivos) para suportar auditoria e tomada de decis\u00e3o.<\/span><\/li>\n<\/ul>\n<h3><b>3. Pol\u00edticas e grupos customizados<\/b><\/h3>\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"1207\" data-end=\"1494\">O Sentinel permite definir pol\u00edticas de execu\u00e7\u00e3o de Python de acordo com o contexto de cada grupo, seja uma equipe, unidade de neg\u00f3cio ou projeto. Isso permite que a governan\u00e7a acompanhe a realidade operacional da empresa, sem aplicar as mesmas regras para todos os usu\u00e1rios e processos.<\/p>\n<p data-start=\"1496\" data-end=\"1530\">Na pr\u00e1tica, TI e Governan\u00e7a podem:<\/p>\n<ul data-start=\"1532\" data-end=\"1799\">\n<li data-section-id=\"uawyky\" data-start=\"1532\" data-end=\"1587\">definir pol\u00edticas espec\u00edficas para diferentes grupos;<\/li>\n<li data-section-id=\"19zab36\" data-start=\"1588\" data-end=\"1654\">estabelecer quais scripts podem ser executados em cada contexto;<\/li>\n<li data-section-id=\"1icdtmc\" data-start=\"1655\" data-end=\"1731\">aplicar regras de governan\u00e7a de acordo com o n\u00edvel de controle necess\u00e1rio;<\/li>\n<li data-section-id=\"c49of6\" data-start=\"1732\" data-end=\"1799\">acompanhar a aplica\u00e7\u00e3o dessas pol\u00edticas sobre as execu\u00e7\u00f5es reais.<\/li>\n<\/ul>\n<h3><b>4. Cat\u00e1logo de Reposit\u00f3rio<\/b><\/h3>\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"1833\" data-end=\"2023\">O Sentinel centraliza os scripts Python aprovados em um cat\u00e1logo com informa\u00e7\u00f5es sobre vers\u00e3o, respons\u00e1vel e hist\u00f3rico, criando uma refer\u00eancia \u00fanica para o c\u00f3digo utilizado pela organiza\u00e7\u00e3o.<\/p>\n<p data-start=\"2025\" data-end=\"2255\">Isso permite que a empresa tenha uma vis\u00e3o estruturada dos scripts que fazem parte da opera\u00e7\u00e3o, reduzindo a depend\u00eancia de c\u00f3digos armazenados individualmente e facilitando processos de auditoria, manuten\u00e7\u00e3o e gest\u00e3o de ownership.<\/p>\n<h3><b>5. Cat\u00e1logo de Reposit\u00f3rio<\/b><\/h3>\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"2307\" data-end=\"2568\">A visibilidade n\u00e3o termina quando a empresa identifica que um script est\u00e1 rodando. O Sentinel aprofunda essa observa\u00e7\u00e3o para mostrar o que acontece durante a execu\u00e7\u00e3o, incluindo bibliotecas utilizadas, chamadas externas, acesso a dados e intera\u00e7\u00e3o com servi\u00e7os.<\/p>\n<p data-start=\"2570\" data-end=\"2610\">Na pr\u00e1tica, essa instrumenta\u00e7\u00e3o permite:<\/p>\n<ul data-start=\"2612\" data-end=\"2880\">\n<li data-section-id=\"1cpbhrl\" data-start=\"2612\" data-end=\"2682\">identificar quais bibliotecas e depend\u00eancias est\u00e3o sendo utilizadas;<\/li>\n<li data-section-id=\"1x4o2dr\" data-start=\"2683\" data-end=\"2733\">observar chamadas para APIs e servi\u00e7os externos;<\/li>\n<li data-section-id=\"1h2l3nt\" data-start=\"2734\" data-end=\"2790\">acompanhar acesso a bancos de dados e outros recursos;<\/li>\n<li data-section-id=\"97qdnw\" data-start=\"2791\" data-end=\"2880\">identificar comportamentos associados a scripts gerados ou modificados com apoio de AI.<\/li>\n<\/ul>\n<h2><b>Recomenda\u00e7\u00f5es Pr\u00e1ticas para L\u00edderes<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Com base no estudo da Forbes e nas capacidades do Sentinel, este \u00e9 o caminho para a maturidade em IA:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>N\u00e3o ignore, gerencie:<\/b><span style=\"font-weight: 400;\"> Assuma que a Shadow AI j\u00e1 existe na sua empresa. Use ferramentas de <\/span><i><span style=\"font-weight: 400;\">Discovery<\/span><\/i><span style=\"font-weight: 400;\"> para medir o tamanho real do uso.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ofere\u00e7a alternativas seguras:<\/b><span style=\"font-weight: 400;\"> Disponibilize ambientes corporativos (Sandbox) onde os dados n\u00e3o vazem para treinamento p\u00fablico.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Implemente Governan\u00e7a:<\/b><span style=\"font-weight: 400;\"> Utilize ferramentas que automatizem a vigil\u00e2ncia, como o Sentinel, o primeiro agente de monitoramento de Python+AI j\u00e1 em execu\u00e7\u00e3o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Treine sobre \u00e9tica e dados:<\/b><span style=\"font-weight: 400;\"> Ensine que colar um segredo industrial no ChatGPT \u00e9 t\u00e3o grave quanto public\u00e1-lo em uma rede social.<\/span><\/li>\n<\/ol>\n<h3><b>Como o Sentinel resolve o que o Firewall n\u00e3o consegue?<\/b><\/h3>\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"3870\" data-end=\"4290\">Com essas capacidades, o Sentinel transforma a execu\u00e7\u00e3o de Python em uma <strong>camada observ\u00e1vel, audit\u00e1vel e control\u00e1vel da opera\u00e7\u00e3o<\/strong>. A BotCity aplica mais de sete anos de experi\u00eancia em governan\u00e7a de Python para acompanhar um cen\u00e1rio em que AI generativa, citizen developers e desenvolvimento descentralizado est\u00e3o ampliando continuamente a quantidade de c\u00f3digo que chega aos endpoints.<\/p>\n<p data-start=\"4292\" data-end=\"4484\">Para empresas que j\u00e1 incorporaram AI \u00e0 opera\u00e7\u00e3o, essa visibilidade permite acompanhar como o c\u00f3digo \u00e9 utilizado na pr\u00e1tica e estabelecer uma governan\u00e7a que acompanha a velocidade dessa ado\u00e7\u00e3o.<\/p>\n<h3>Garanta governan\u00e7a cont\u00ednua para o Python que a AI coloca em execu\u00e7\u00e3o<\/h3>\n<p>Shadow AI \u00e9 um sintoma de uma for\u00e7a de trabalho que quer ser produtiva. As empresas que tentarem sufocar essa demanda ficar\u00e3o para tr\u00e1s. Por outro lado, as que constru\u00edrem governan\u00e7a sobre ela ganham vantagem real: visibilidade sobre o que est\u00e1 rodando, controle sobre o que pode rodar e evid\u00eancia para reguladores.<\/p>\n<p>Veja como o\u00a0<a href=\"https:\/\/www.botcity.dev\/sentinel-4\">BotCity Sentinel<\/a>\u00a0governa scripts Python e automa\u00e7\u00f5es de IA nos endpoints<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A intelig\u00eancia artificial deixou de ser uma aposta futurista para se tornar o motor central da produtividade moderna.\u00a0 No entanto, [&hellip;]<\/p>\n","protected":false},"author":214060744,"featured_media":10970,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[773274,773019,773273,773285],"tags":[],"class_list":["post-10963","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-governanca-de-ia","category-nao-categorizado","category-seguranca-de-python","category-shadow-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - 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