{"id":32148,"date":"2026-08-24T20:12:00","date_gmt":"2026-08-24T20:12:00","guid":{"rendered":"https:\/\/thecloud.group\/?p=32148"},"modified":"2026-08-17T20:13:23","modified_gmt":"2026-08-17T20:13:23","slug":"permite-agentes-em-risco","status":"publish","type":"post","link":"https:\/\/thecloud.group\/pt\/permisos-agentes-ia-riesgo\/","title":{"rendered":"Conceder permiss\u00f5es a um agente \u00e9 uma decis\u00e3o de risco, n\u00e3o uma decis\u00e3o de configura\u00e7\u00e3o."},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"32148\" class=\"elementor elementor-32148\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cfd484e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfd484e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\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-64f4c56\" data-id=\"64f4c56\" data-element_type=\"column\" data-e-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-72fca4b elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"72fca4b\" data-element_type=\"widget\" data-e-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\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/elementor\/thumbs\/logo-pd8scx7e21qrxkwrdlcuh7c8eeq4vmzqsjri81k6ps.png\" title=\"logotipo\" alt=\"logotipo\" loading=\"lazy\" \/>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a76af51 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a76af51\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-cf15d65\" data-id=\"cf15d65\" data-element_type=\"column\" data-e-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-e993978 elementor-widget elementor-widget-heading\" data-id=\"e993978\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Conceder permiss\u00f5es a um agente \u00e9 uma decis\u00e3o de risco, n\u00e3o uma decis\u00e3o de configura\u00e7\u00e3o.<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c047b73 elementor-widget elementor-widget-heading\" data-id=\"c047b73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">24 de agosto de 2026<\/h1>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-43acffb e-flex e-con-boxed e-con e-parent\" data-id=\"43acffb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a5b2d83 elementor-widget elementor-widget-text-editor\" data-id=\"a5b2d83\" data-element_type=\"widget\" data-e-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>Conceder permiss\u00f5es a um agente de intelig\u00eancia artificial n\u00e3o \u00e9 uma tarefa de configura\u00e7\u00e3o: \u00e9 uma decis\u00e3o arriscada que deve ser tomada com o mesmo rigor com que se decide quem tem autoridade para assinar em uma conta banc\u00e1ria. Cada permiss\u00e3o adicional aumenta o potencial de dano, e esse aumento n\u00e3o \u00e9 compensado pela qualidade do modelo, porque o risco n\u00e3o decorre de o modelo ser falho: decorre do fato de ele poder ser manipulado ou cometer erros dentro do escopo que voc\u00ea lhe concedeu.<\/p><p>A f\u00f3rmula que usamos internamente \u00e9 simples: <strong>Um agente n\u00e3o pode causar danos em um local onde n\u00e3o est\u00e1 autorizado.<\/strong>. Todo o projeto de seguran\u00e7a de um sistema agente deriva dessa frase.<\/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-ae9189b elementor-widget elementor-widget-heading\" data-id=\"ae9189b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Por que as permiss\u00f5es s\u00e3o o ponto cr\u00edtico e n\u00e3o o modelo?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ec25a0 e-flex e-con-boxed e-con e-parent\" data-id=\"4ec25a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca71b17 elementor-widget elementor-widget-text-editor\" data-id=\"ca71b17\" data-element_type=\"widget\" data-e-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>A OWASP, em sua lista dos 10 principais riscos para aplica\u00e7\u00f5es de modelos de linguagem em 2025, classifica a inje\u00e7\u00e3o de c\u00f3digo em primeiro lugar pelo segundo ano consecutivo e dedica uma categoria inteira \u2014 LLM06, *Ag\u00eancia Excessiva* \u2014 exatamente a esse problema. A OWASP o divide em tr\u00eas formas:<\/p><ul><li><strong>Funcionalidade excessiva<\/strong>O agente tem acesso a ferramentas que n\u00e3o s\u00e3o necess\u00e1rias para a sua tarefa.<\/li><li><strong>Permiss\u00f5es excessivas<\/strong>: Faz login com uma identidade que pode ser mais do que o necess\u00e1rio, geralmente porque uma conta de servi\u00e7o existente foi reutilizada.<\/li><li><strong>Autonomia excessiva<\/strong>: consegue executar a\u00e7\u00f5es de alto impacto sem valida\u00e7\u00e3o humana.<\/li><\/ul><p>Todas as tr\u00eas s\u00e3o decis\u00f5es de projeto, n\u00e3o falhas do modelo. E todas as tr\u00eas s\u00e3o quase sempre tomadas durante a fase de integra\u00e7\u00e3o, por raz\u00f5es t\u00e9cnicas e sem que ningu\u00e9m na empresa saiba.<\/p><p>A liga\u00e7\u00e3o entre essas duas abordagens \u00e9 a inje\u00e7\u00e3o indireta de instru\u00e7\u00f5es: conte\u00fado externo \u2014 um e-mail, um PDF de um fornecedor, uma p\u00e1gina da web, um ticket de cliente \u2014 contendo instru\u00e7\u00f5es direcionadas ao modelo. O agente l\u00ea isso como parte de seu contexto e age de acordo. Se suas permiss\u00f5es forem amplas, um texto escrito por terceiros pode acabar executando a\u00e7\u00f5es em seus sistemas.<\/p><p>\u00c9 por isso que a seguran\u00e7a de um agente n\u00e3o \u00e9 resolvida escolhendo um modelo melhor. Ela \u00e9 resolvida limitando o que o agente pode fazer quando algu\u00e9m consegue influenci\u00e1-lo.<\/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-682fefc elementor-widget elementor-widget-heading\" data-id=\"682fefc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">As identidades n\u00e3o humanas j\u00e1 superam em n\u00famero as humanas.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d294403 elementor-widget elementor-widget-text-editor\" data-id=\"d294403\" data-element_type=\"widget\" data-e-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>Eis uma mudan\u00e7a estrutural que muitas organiza\u00e7\u00f5es ainda n\u00e3o incorporaram \u00e0 sua gest\u00e3o de acessos. Durante vinte anos, o controle de identidade foi concebido para pessoas: integra\u00e7\u00e3o, desligamento, fun\u00e7\u00f5es, revis\u00f5es peri\u00f3dicas. Os agentes introduzem identidades que n\u00e3o representam pessoas; s\u00e3o criadas em minutos, n\u00e3o constam do organograma e raramente s\u00e3o revisadas.<\/p><p>O relat\u00f3rio da IBM sobre o custo de uma viola\u00e7\u00e3o de dados em 2025 fornece os dados que comprovam a conclus\u00e3o do argumento: <strong>Das 971 organiza\u00e7\u00f5es que sofreram incidentes relacionados \u00e0 IA, 3T n\u00e3o possu\u00edam controles de acesso adequados.<\/strong>. N\u00e3o \u00e9 uma quest\u00e3o de sofistica\u00e7\u00e3o do atacante. \u00c9 uma quest\u00e3o de higiene das permiss\u00f5es.<\/p><p>J\u00e1 abordamos esse assunto detalhadamente em <u><a href=\"https:\/\/thecloud.group\/pt\/identidades-nao-humanas-agentes-de-ia-seguranca-cibernetica\/\">identidades n\u00e3o humanas, agentes de IA e ciberseguran\u00e7a<\/a><\/u>, Mas, em resumo, o processo \u00e9 o seguinte: se o seu processo de gest\u00e3o de acessos n\u00e3o inclui identidades n\u00e3o humanas, o seu invent\u00e1rio de acessos est\u00e1 incompleto, provavelmente na parte que tem maior potencial.<\/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-6089f4e elementor-widget elementor-widget-heading\" data-id=\"6089f4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">O quadro de decis\u00e3o: quatro n\u00edveis de escopo.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29b879a elementor-widget elementor-widget-text-editor\" data-id=\"29b879a\" data-element_type=\"widget\" data-e-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>Nem todas as licen\u00e7as apresentam o mesmo perfil de risco. Essa classifica\u00e7\u00e3o permite que uma decis\u00e3o seja tomada em uma reuni\u00e3o de trinta minutos.<\/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-ba56743 elementor-widget elementor-widget-text-editor\" data-id=\"ba56743\" data-element_type=\"widget\" data-e-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<table width=\"600\"><thead><tr><td width=\"200\"><p><strong>N\u00edvel<\/strong><\/p><\/td><td width=\"200\"><p><strong>O que o agente pode fazer?<\/strong><\/p><\/td><td width=\"200\"><p><strong>Controle necess\u00e1rio<\/strong><\/p><\/td><\/tr><\/thead><tbody><tr><td width=\"200\"><p><strong>1. Leitura limitada<\/strong><\/p><\/td><td width=\"200\"><p>Consultar dados para um dom\u00ednio espec\u00edfico<\/p><\/td><td width=\"200\"><p>Registro de acesso e limite de volume<\/p><\/td><\/tr><tr><td width=\"200\"><p><strong>2. Leitura extensiva<\/strong><\/p><\/td><td width=\"200\"><p>Consultar m\u00faltiplos sistemas e dados sens\u00edveis<\/p><\/td><td width=\"200\"><p>Permiss\u00f5es baseadas em fun\u00e7\u00f5es, mascaramento de dados, auditoria<\/p><\/td><\/tr><tr><td width=\"200\"><p><strong>3. Escrita revers\u00edvel<\/strong><\/p><\/td><td width=\"200\"><p>Criar rascunhos, propostas e registros pendentes.<\/p><\/td><td width=\"200\"><p>Valida\u00e7\u00e3o humana antes da confirma\u00e7\u00e3o<\/p><\/td><\/tr><tr><td width=\"200\"><p><strong>4. Escrita irrevers\u00edvel<\/strong><\/p><\/td><td width=\"200\"><p>Pagamentos, comunica\u00e7\u00e3o com o cliente, altera\u00e7\u00f5es na produ\u00e7\u00e3o<\/p><\/td><td width=\"200\"><p>Plano de aprova\u00e7\u00e3o expl\u00edcita, controle duplo e revers\u00e3o<\/p><\/td><\/tr><\/tbody><\/table>\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-d683c52 elementor-widget elementor-widget-text-editor\" data-id=\"d683c52\" data-element_type=\"widget\" data-e-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>A regra geral \u00e9 que <strong>A maior parte do valor comercial est\u00e1 nos n\u00edveis 1 e 3.<\/strong>, E a maior parte do risco est\u00e1 na etapa 4. Um agente que prepara o reembolso e o deixa pendente de aprova\u00e7\u00e3o aproveita quase toda a economia de tempo com uma fra\u00e7\u00e3o do risco de quem executa o reembolso.<\/p><p>Quando algu\u00e9m insiste no n\u00edvel 4, a pergunta certa \u00e9 quanto valor adicional ele oferece em compara\u00e7\u00e3o com o n\u00edvel 3. Geralmente, \u00e9 o tempo que a pessoa leva para apertar um bot\u00e3o. Raramente compensa.<\/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-544ed85 elementor-widget elementor-widget-heading\" data-id=\"544ed85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sete controles que n\u00e3o devem ser negoci\u00e1veis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da91096 elementor-widget elementor-widget-text-editor\" data-id=\"da91096\" data-element_type=\"widget\" data-e-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><strong>Identidade de si mesmo por meio de um agente.<\/strong> Nunca utilize uma conta compartilhada ou reutilize uma conta de servi\u00e7o existente. Sem uma identidade \u00fanica, n\u00e3o h\u00e1 como comprovar o ocorrido.<\/p><p><strong>Valor m\u00ednimo por tarefa, n\u00e3o por agente.<\/strong> Se o agente executar tr\u00eas tarefas diferentes, cada uma dever\u00e1 ter seu pr\u00f3prio escopo. Uma permiss\u00e3o concedida para uma tarefa torna-se dispon\u00edvel para todas as outras.<\/p><p><strong>Credenciais de curto prazo.<\/strong> Tokens que expiram, n\u00e3o chaves permanentes em um arquivo de configura\u00e7\u00e3o.<\/p><p><strong>Lista de a\u00e7\u00f5es permitidas.<\/strong> Defina explicitamente quais opera\u00e7\u00f5es podem ser executadas, em vez de definir quais n\u00e3o podem. Esta \u00faltima defini\u00e7\u00e3o \u00e9 sempre incompleta.<\/p><p><strong>Limites de volume e quantidade.<\/strong> Um agente que pode emitir reembolsos deve ter um limite por transa\u00e7\u00e3o e por dia. \u00c9 o mesmo princ\u00edpio que se aplica a qualquer indiv\u00edduo com poder aquisitivo.<\/p><p><strong>Registro completo e imut\u00e1vel.<\/strong> O que foi inserido, o que foi decidido, o que foi executado, com qual vers\u00e3o do modelo e quem o validou. Sem isso, n\u00e3o h\u00e1 auditoria nem possibilidade de defesa.<\/p><p><strong>Interruptor de parada.<\/strong> Um mecanismo para interromper o agente sem implantar c\u00f3digo e sem depender do fornecedor.<\/p><p>Nenhuma das sete \u00e9 incomum. Todas s\u00e3o pr\u00e1ticas de seguran\u00e7a padr\u00e3o aplicadas a um novo agente malicioso. O que chama a aten\u00e7\u00e3o \u00e9 a frequ\u00eancia com que s\u00e3o omitidas justamente porque o agente \u00e9 novo e n\u00e3o se encaixa nos procedimentos existentes.<\/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-56af6f7 elementor-widget elementor-widget-heading\" data-id=\"56af6f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Como abordar isso sem bloquear o projeto?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd66765 elementor-widget elementor-widget-text-editor\" data-id=\"fd66765\" data-element_type=\"widget\" data-e-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>O risco deste artigo \u00e9 que ele possa ser interpretado como um argumento a favor da ina\u00e7\u00e3o. N\u00e3o \u00e9. A abordagem que funciona \u00e9 a escala progressiva:<\/p><ol><li><strong>Comece no n\u00edvel 1 ou 3.<\/strong> Leitura limitada ou escrita revers\u00edvel com valida\u00e7\u00e3o.<\/li><li><strong>Medir durante um per\u00edodo definido.<\/strong> Quantas das propostas do agente s\u00e3o aprovadas sem altera\u00e7\u00f5es, quantas s\u00e3o corrigidas e quantas s\u00e3o rejeitadas? Essa taxa representa seus verdadeiros dados de qualidade, e voc\u00ea s\u00f3 os ter\u00e1 quando estiver efetivamente negociando.<\/li><li><strong>Amplie seu alcance utilizando apenas dados.<\/strong> Se a taxa de aprova\u00e7\u00e3o permanecer alta e inalterada em um volume suficiente, faz sentido reduzir a fric\u00e7\u00e3o da valida\u00e7\u00e3o em casos de menor impacto.<\/li><li><strong>Nunca expanda devido \u00e0 press\u00e3o do cronograma.<\/strong> A causa mais comum de um incidente \u00e9 a remo\u00e7\u00e3o da valida\u00e7\u00e3o humana para cumprir um prazo.<\/li><\/ol><p>Este \u00e9 o mesmo princ\u00edpio de supervis\u00e3o em camadas que aplicamos ao integrar componentes de IA em sistemas empresariais, e a raz\u00e3o pela qual a governan\u00e7a n\u00e3o \u00e9 uma fase final do projeto, mas sim uma propriedade de sua arquitetura, como explicamos em <u><a href=\"https:\/\/thecloud.group\/pt\/riscos-alucinacoes-e-governanca-da-ia\/\">Riscos da IA, alucina\u00e7\u00f5es e governan\u00e7a<\/a><\/u><\/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-c79eaf3 elementor-widget elementor-widget-heading\" data-id=\"c79eaf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A pergunta de uma linha<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-532d5f3 elementor-widget elementor-widget-text-editor\" data-id=\"532d5f3\" data-element_type=\"widget\" data-e-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>Antes de aprovar qualquer implanta\u00e7\u00e3o de agente, \u00e9 recomend\u00e1vel responder a esta pergunta: <strong>Se um estranho pudesse escrever o texto que este agente est\u00e1 prestes a ler, qual seria a pior coisa que ele poderia fazer com que o fizesse?<\/strong><\/p><p>Se a resposta for &quot;consultar informa\u00e7\u00f5es p\u00fablicas&quot;, o risco \u00e9 aceit\u00e1vel. Se a resposta for &quot;efetuar um pagamento&quot; ou &quot;enviar uma carta a todos os nossos clientes&quot;, o projeto n\u00e3o est\u00e1 completo.<\/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-acd5249 elementor-widget elementor-widget-heading\" data-id=\"acd5249\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Perguntas frequentes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0bafad2 e-flex e-con-boxed e-con e-parent\" data-id=\"0bafad2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-255e77a elementor-widget elementor-widget-n-accordion\" data-id=\"255e77a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Acorde\u00e3o. Abra os links com Enter ou Espa\u00e7o, feche com Esc e navegue com as setas do teclado.\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3910\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-3910\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Por que as permiss\u00f5es representam o maior risco para um agente de IA? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3910\" class=\"elementor-element elementor-element-5b9195b e-con-full e-flex e-con e-child\" data-id=\"5b9195b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-128178a elementor-widget elementor-widget-text-editor\" data-id=\"128178a\" data-element_type=\"widget\" data-e-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>Porque determinam a superf\u00edcie de dano potencial. Um agente n\u00e3o pode causar danos onde n\u00e3o est\u00e1 autorizado, independentemente da qualidade do modelo ou se este foi manipulado. A OWASP dedica uma categoria separada a este problema na sua lista das 10 principais aplica\u00e7\u00f5es de LLM para 2025: Ag\u00eancia Excessiva.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3911\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3911\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que \u00e9 &quot;ag\u00eancia excessiva&quot; em agentes de IA? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3911\" class=\"elementor-element elementor-element-0fc0d7e e-con-full e-flex e-con e-child\" data-id=\"0fc0d7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fff5b06 elementor-widget elementor-widget-text-editor\" data-id=\"fff5b06\" data-element_type=\"widget\" data-e-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>Trata-se da concess\u00e3o de capacidade excessiva a um agente, em tr\u00eas formas: funcionalidade excessiva (acesso a ferramentas que sua tarefa n\u00e3o exige), permiss\u00f5es excessivas (identidade com mais privil\u00e9gios do que o necess\u00e1rio) e autonomia excessiva (execu\u00e7\u00e3o de a\u00e7\u00f5es de alto impacto sem valida\u00e7\u00e3o humana).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3912\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3912\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que \u00e9 inje\u00e7\u00e3o indireta de est\u00edmulo e por que ela \u00e9 importante? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3912\" class=\"elementor-element elementor-element-1872c91 e-con-full e-flex e-con e-child\" data-id=\"1872c91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64a1d1a elementor-widget elementor-widget-text-editor\" data-id=\"64a1d1a\" data-element_type=\"widget\" data-e-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>Trata-se da concess\u00e3o de capacidade excessiva a um agente, em tr\u00eas formas: funcionalidade excessiva (acesso a ferramentas que sua tarefa n\u00e3o exige), permiss\u00f5es excessivas (identidade com mais privil\u00e9gios do que o necess\u00e1rio) e autonomia excessiva (execu\u00e7\u00e3o de a\u00e7\u00f5es de alto impacto sem valida\u00e7\u00e3o humana).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3913\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3913\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Quais s\u00e3o os controles m\u00ednimos que um agente deve ter em produ\u00e7\u00e3o? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3913\" class=\"elementor-element elementor-element-69dc4e1 e-con-full e-flex e-con e-child\" data-id=\"69dc4e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-770ee8f elementor-widget elementor-widget-text-editor\" data-id=\"770ee8f\" data-element_type=\"widget\" data-e-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>Sete: identidade \u00fanica e n\u00e3o compartilhada, permiss\u00e3o m\u00ednima por tarefa, credenciais de curta dura\u00e7\u00e3o, lista branca de a\u00e7\u00f5es permitidas, limites de volume e quantidade, registro completo e imut\u00e1vel de cada execu\u00e7\u00e3o e um mecanismo de parada que n\u00e3o exige a implanta\u00e7\u00e3o de c\u00f3digo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3914\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3914\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u00c9 poss\u00edvel implantar um agente sem valida\u00e7\u00e3o humana? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3914\" class=\"elementor-element elementor-element-394892d e-con-full e-flex e-con e-child\" data-id=\"394892d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b896dc elementor-widget elementor-widget-text-editor\" data-id=\"6b896dc\" data-element_type=\"widget\" data-e-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>Apenas para a\u00e7\u00f5es revers\u00edveis e de baixo impacto, e somente ap\u00f3s medir, durante um per\u00edodo suficiente, qual a porcentagem de propostas aprovadas sem altera\u00e7\u00f5es. A remo\u00e7\u00e3o da valida\u00e7\u00e3o humana devido \u00e0 press\u00e3o do cronograma \u00e9 a causa mais comum de incidentes em sistemas agentivos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3915\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3915\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Como s\u00e3o gerenciadas as identidades n\u00e3o humanas dos agentes? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3915\" class=\"elementor-element elementor-element-b0eb544 e-con-full e-flex e-con e-child\" data-id=\"b0eb544\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa43162 elementor-widget elementor-widget-text-editor\" data-id=\"aa43162\" data-element_type=\"widget\" data-e-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>Semelhante aos controles de acesso humanos, mas com mais rigor: registro documentado, propriet\u00e1rio atribu\u00eddo, permiss\u00f5es pass\u00edveis de revis\u00e3o, expira\u00e7\u00e3o de credenciais e revis\u00e3o peri\u00f3dica. A IBM documentou em 2025 que o protocolo 97% para organiza\u00e7\u00f5es que vivenciam incidentes relacionados \u00e0 IA carecia de controles de acesso adequados.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62494f1 elementor-widget elementor-widget-text-editor\" data-id=\"62494f1\" data-element_type=\"widget\" data-e-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<table width=\"600\"><tbody><tr><td width=\"600\"><p><strong>Voc\u00ea sabe exatamente o que cada agente que voc\u00ea implantou pode fazer?<\/strong> Auditamos o escopo, as identidades, as permiss\u00f5es e a rastreabilidade de seus sistemas de IA e entregamos o diagn\u00f3stico por escrito. <u><a href=\"https:\/\/thecloud.group\/pt\/consultoria-em-tecnologia\/\">Solicitar auditoria \u2192<\/a><\/u><\/p><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2776e2f e-con-full e-flex e-con e-child\" data-id=\"2776e2f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-313fb2f elementor-widget elementor-widget-image\" data-id=\"313fb2f\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robot_hand_hovering_button_202608171511.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-32155\" alt=\"Gerenciamento de permiss\u00f5es e acesso para agentes de Intelig\u00eancia Artificial em sistemas corporativos\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robot_hand_hovering_button_202608171511.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robot_hand_hovering_button_202608171511-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robot_hand_hovering_button_202608171511-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robot_hand_hovering_button_202608171511-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robot_hand_hovering_button_202608171511-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-5d096db elementor-widget elementor-widget-image\" data-id=\"5d096db\" data-element_type=\"widget\" data-e-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=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robotic_key_unlocking_vault_door_202608171511.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-32154\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robotic_key_unlocking_vault_door_202608171511.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robotic_key_unlocking_vault_door_202608171511-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robotic_key_unlocking_vault_door_202608171511-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robotic_key_unlocking_vault_door_202608171511-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Robotic_key_unlocking_vault_door_202608171511-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-f22134d elementor-widget elementor-widget-image\" data-id=\"f22134d\" data-element_type=\"widget\" data-e-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=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Professional_monitoring_decentra\u2026_202608051310.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-32046\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Professional_monitoring_decentra\u2026_202608051310.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Professional_monitoring_decentra\u2026_202608051310-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Professional_monitoring_decentra\u2026_202608051310-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Professional_monitoring_decentra\u2026_202608051310-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Professional_monitoring_decentra\u2026_202608051310-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>No vasto cen\u00e1rio digital do s\u00e9culo XXI, a seguran\u00e7a \u00e9 a pedra angular de qualquer neg\u00f3cio. As vulnerabilidades de ciberseguran\u00e7a n\u00e3o fazem distin\u00e7\u00e3o entre gigantes corporativos e startups promissoras.<\/p>","protected":false},"author":20,"featured_media":32155,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[859],"tags":[896,883],"class_list":["post-32148","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ia","tag-producto-digital","tag-sistemas-empresariales"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Dar permisos a un agente es una decisi\u00f3n de riesgo, no de configuraci\u00f3n The Cloud Group<\/title>\n<meta name=\"description\" content=\"C\u00f3mo digitalizamos el archivo del Parlamentode Guinea Ecuatorial: alcance, retost\u00e9cnicos, soluci\u00f3n y resultado. 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