{"id":10044,"date":"2026-09-10T10:18:44","date_gmt":"2026-09-10T07:18:44","guid":{"rendered":"https:\/\/wawiwa-tech.com\/?p=10044"},"modified":"2026-09-10T10:30:09","modified_gmt":"2026-09-10T07:30:09","slug":"3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering","status":"publish","type":"post","link":"https:\/\/wawiwa-tech.com\/pt\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/","title":{"rendered":"3 perguntas que poderiam salvar as faculdades de lan\u00e7arem a oferta acad\u00eamica errada na era da IA"},"content":{"rendered":"
\n\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Lan\u00e7ar uma nova oferta acad\u00eamica costumava ser uma aposta de longo prazo. Na era da IA, ela pode se tornar obsoleta antes mesmo de a primeira turma se formar.<\/span><\/p>

Quase 70% de empregadores dos EUA relatam dificuldade em preencher vagas<\/span><\/a>, com as habilidades de IA superando todas as outras categorias de habilidades pela primeira vez.<\/span><\/p>

Para as faculdades, lan\u00e7ar o programa errado pode colocar em risco as matr\u00edculas, os resultados dos formandos, a relev\u00e2ncia para os empregadores e a reputa\u00e7\u00e3o institucional.<\/span><\/p>

Portanto, antes de investir meses, ou anos, em uma nova oferta, as institui\u00e7\u00f5es precisam fazer melhores perguntas.<\/span><\/p>

Este blog discute tr\u00eas perguntas que as faculdades devem fazer antes de lan\u00e7ar uma nova oferta acad\u00eamica na era da IA.<\/span><\/p>

A IA est\u00e1 mudando os empregos para os quais as faculdades est\u00e3o preparando os estudantes<\/b><\/h2>

A IA agora faz parte de como as pessoas trabalham, de como as empresas operam e de como os empregos s\u00e3o redesignados em todos os setores.<\/span><\/p>

De acordo com o F\u00f3rum Econ\u00f4mico Mundial, <\/span>Espera-se que a IA desloque 92 milh\u00f5es de empregos, enquanto criar\u00e1 170 milh\u00f5es de novos postos de trabalho at\u00e9 2030<\/span><\/a>. Isso significa que a combina\u00e7\u00e3o de pap\u00e9is, tarefas e habilidades est\u00e1 mudando rapidamente.<\/span><\/p>

Para as faculdades, isso torna as decis\u00f5es sobre novas ofertas acad\u00eamicas mais complexas. Ningu\u00e9m pode saber exatamente como os empregos evoluir\u00e3o, mas as institui\u00e7\u00f5es podem fazer previs\u00f5es fundamentadas com base nos padr\u00f5es que j\u00e1 est\u00e3o surgindo \u2013 e no que os l\u00edderes de neg\u00f3cios e tecnologia est\u00e3o sinalizando sobre o que vem a seguir.\u00a0<\/span><\/p>

Bill Gates alertou que <\/span>h\u00e1 uma \u201cprobabilidade muito alta\u201d de que a IA possa ter um impacto l\u00edquido negativo<\/span><\/a>, argumentando que a tecnologia est\u00e1 avan\u00e7ando mais r\u00e1pido do que os governos e a sociedade est\u00e3o se preparando para suas consequ\u00eancias.<\/span><\/p>

No entanto, essa incerteza definitivamente n\u00e3o \u00e9 um motivo para esperar. \u00c9 um motivo para agir com mais cautela. As faculdades precisam desenhar programas em torno do que os empregadores precisam, e tamb\u00e9m precisam considerar como a fun\u00e7\u00e3o-alvo pode evoluir, quais habilidades provavelmente continuar\u00e3o valiosas e se a oferta pode se adaptar \u00e0 medida que a tecnologia continua a mudar.<\/span><\/p>

3 Perguntas que as Faculdades Devem Fazer Antes de Lan\u00e7ar uma Nova Oferta Acad\u00eamica<\/b><\/h2>

O lan\u00e7amento de uma nova oferta acad\u00eamica \u00e9 um investimento significativo para qualquer faculdade. Antes de prosseguir, as institui\u00e7\u00f5es devem garantir que o diploma esteja alinhado com a demanda dos estudantes, as necessidades dos empregadores e a dire\u00e7\u00e3o do mercado de trabalho.<\/p>

1. A IA poderia reduzir significativamente a demanda por esta fun\u00e7\u00e3o antes que nossa primeira turma se forme?<\/b><\/h2>

Se um curso leva dois ou tr\u00eas anos para ser conclu\u00eddo, o mercado de trabalho no qual os estudantes v\u00e3o ingressar pode ser muito diferente daquele que justificou a cria\u00e7\u00e3o do curso em primeiro lugar.<\/span><\/p>

Por exemplo, se um programa prepara estudantes para fun\u00e7\u00f5es como programadores de computadores, designers gr\u00e1ficos, redatores de conte\u00fado ou determinadas fun\u00e7\u00f5es de contabilidade, as faculdades devem examinar como a demanda por essas fun\u00e7\u00f5es est\u00e1 mudando \u00e0 medida que a IA assume cada vez mais partes do trabalho \u2013 e se os empregadores continuar\u00e3o precisando do mesmo n\u00famero de pessoas executando esses trabalhos da mesma forma.<\/span><\/p>

Isso n\u00e3o significa automaticamente que o curso n\u00e3o deva ser lan\u00e7ado. Pode significar que ele precisa preparar os estudantes para uma vers\u00e3o mais avan\u00e7ada da fun\u00e7\u00e3o.<\/span><\/p>

Antes de avan\u00e7ar, as faculdades devem analisar as tend\u00eancias de ofertas de emprego, conversas com empregadores, previs\u00f5es da ind\u00fastria e a rapidez com que a IA j\u00e1 est\u00e1 sendo adotada na profiss\u00e3o.<\/span><\/p>

2. Que parte desta profiss\u00e3o est\u00e1 se tornando mais valiosa por causa da IA?<\/b><\/h2>

A IA elimina tarefas, mas tamb\u00e9m torna certas capacidades humanas mais importantes.<\/span><\/p>

Se a IA assumir mais trabalhos rotineiros, o que os empregadores valorizar\u00e3o mais?<\/span><\/p>

Para <\/span>Analista de dados<\/span><\/a>, a produ\u00e7\u00e3o manual de relat\u00f3rios b\u00e1sicos \u00e9 menos importante, enquanto a interpreta\u00e7\u00e3o de resultados, a formula\u00e7\u00e3o das perguntas certas, a valida\u00e7\u00e3o de an\u00e1lises geradas por IA e a comunica\u00e7\u00e3o de implica\u00e7\u00f5es de neg\u00f3cios s\u00e3o mais valiosas.<\/span><\/p>

Para <\/span>Desenvolvedor Full-Stack<\/span><\/a>, escrever cada linha de c\u00f3digo manualmente importa menos, enquanto arquitetura, depura\u00e7\u00e3o, design de sistemas, seguran\u00e7a e avalia\u00e7\u00e3o de c\u00f3digo gerado por IA importam mais.<\/span><\/p>

As faculdades devem identificar essas capacidades cada vez mais valiosas e garantir que elas ocupem o centro do curr\u00edculo, em vez de trat\u00e1-las como habilidades secund\u00e1rias.<\/span><\/p>

3. Com que rapidez podemos atualizar o programa quando a tecnologia muda?<\/b><\/h2>

Um programa forte no lan\u00e7amento pode se tornar obsoleto rapidamente se for dif\u00edcil de mudar.<\/span><\/p>

As faculdades devem pensar na flexibilidade curricular antes que o programa seja aprovado.<\/span><\/p>

Os m\u00f3dulos individuais podem ser substitu\u00eddos sem redesenhar ou reacreditar todo o programa? Com que frequ\u00eancia o curr\u00edculo ser\u00e1 revisado? Quem monitorar\u00e1 as mudan\u00e7as na tecnologia e nas necessidades dos empregadores? Os professores podem aprender novas ferramentas rapidamente o suficiente para ensin\u00e1-las de forma eficaz?<\/span><\/p>

Por exemplo, um programa criado em torno de uma plataforma de IA espec\u00edfica pode exigir grandes mudan\u00e7as se os empregadores mudarem para outra ferramenta. Um programa mais flex\u00edvel pode ensinar fluxos de trabalho e compet\u00eancias mais amplos, permitindo ao mesmo tempo que as ferramentas individuais sejam atualizadas regularmente.<\/span><\/p>

Na era da IA, a capacidade de atualizar uma oferta acad\u00eamica \u00e9 quase t\u00e3o importante quanto o pr\u00f3prio curr\u00edculo original.<\/span><\/p>

Fazer essas tr\u00eas perguntas pode ajudar as faculdades a tomarem decis\u00f5es mais inteligentes antes de comprometer tempo e recursos significativos com uma nova oferta acad\u00eamica. Elas tamb\u00e9m podem ter um impacto direto nas matr\u00edculas. Os estudantes est\u00e3o cientes de qu\u00e3o rapidamente a IA est\u00e1 mudando o mercado de trabalho, e muitos pensar\u00e3o duas vezes antes de investir em um programa que pare\u00e7a desconectado para onde a profiss\u00e3o est\u00e1 caminhando. Quem escolher\u00e1 um curr\u00edculo que ensina ferramentas desatualizadas ou prepara os alunos para tarefas que a IA j\u00e1 consegue realizar? Uma oferta s\u00f3lida precisa dar aos futuros alunos a confian\u00e7a de que as habilidades que aprendem permanecer\u00e3o relevantes, de que o curr\u00edculo evoluir\u00e1 com o mercado e de que o programa leva a oportunidades de emprego. Nesse sentido, preparar um programa para o futuro trata-se de tornar a oferta mais cred\u00edvel, competitiva e atraente para os estudantes.<\/span><\/p>

Como a Wawiwa Ajuda Institui\u00e7\u00f5es de Ensino a Oferecer Programas para a Era da IA<\/b><\/h2>

A Wawiwa \u00e9 uma provedora global de educa\u00e7\u00e3o que apoia faculdades, universidades e centros de treinamento nos EUA e em todo o mundo com solu\u00e7\u00f5es educacionais criadas para a era da IA.<\/span><\/p>

A Wawiwa atualiza continuamente seus programas e cursos para refletir as mudan\u00e7as na tecnologia, nas pr\u00e1ticas da ind\u00fastria e nas necessidades dos empregadores, ajudando as institui\u00e7\u00f5es a manterem suas ofertas acad\u00eamicas atualizadas e relevantes.<\/span><\/p>

Uma parte central da nossa abordagem \u00e9 a aprendizagem ao longo da vida. Os graduados n\u00e3o devem sair de um programa acreditando que seu aprendizado terminou. Eles precisam entender que tecnologias, ferramentas e expectativas dos empregadores continuar\u00e3o a mudar, e que manter-se relevante significa continuar aprendendo, aprimorando habilidades e se adaptando ao longo de suas carreiras. <\/span>As empresas n\u00e3o podem proteger funcion\u00e1rios e empregos da IA<\/span><\/a>.<\/span><\/p>

Em algum momento, essa responsabilidade tamb\u00e9m recai fortemente sobre o indiv\u00edduo. As institui\u00e7\u00f5es podem fornecer a base, a orienta\u00e7\u00e3o e as oportunidades para continuar aprendendo, mas os formandos precisam assumir a responsabilidade pelo seu pr\u00f3prio desenvolvimento. Na era da intelig\u00eancia artificial, manter-se empreg\u00e1vel depender\u00e1 cada vez mais da disposi\u00e7\u00e3o de continuar aprendendo muito depois da formatura. \u00c9 por isso que os dirigentes universit\u00e1rios devem sempre enfatizar a import\u00e2ncia da aprendizagem ao longo da vida.<\/span><\/p>

A metodologia JET Design\u2122 da Wawiwa ajuda as institui\u00e7\u00f5es a criarem programas estruturados com base nos requisitos de trabalho e nas necessidades dos empregadores. Os curr\u00edculos s\u00e3o desenhados com foco em habilidades pr\u00e1ticas, aprendizado pr\u00e1tico e nas compet\u00eancias que as pessoas precisam para atuar no ambiente de trabalho, mantendo-se flex\u00edveis o suficiente para evoluir conforme os cargos e as tecnologias mudam.<\/span><\/p>

Exemplos incluem o <\/span>Programa Especialista em Implementa\u00e7\u00e3o de IA Empresarial<\/span><\/a>, o que prepara profissionais para identificar, avaliar e implementar solu\u00e7\u00f5es de IA em todas as fun\u00e7\u00f5es de neg\u00f3cios, e o <\/span>Programa de desenvolvedor de pilha completa de IA<\/span><\/a>, o que prepara as pessoas para criar aplicativos enquanto trabalham de forma eficaz com IA ao longo do processo de desenvolvimento.<\/span><\/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\t\t<\/div>\n\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Na era da IA, um novo curso acad\u00eamico pode ficar ultrapassado antes mesmo que a primeira turma se forme. Quase 70% dos empregadores dos EUA enfrentam dificuldades para preencher vagas, sendo que as habilidades em IA s\u00e3o atualmente as mais dif\u00edceis de encontrar. Para as institui\u00e7\u00f5es de ensino superior, um lan\u00e7amento mal planejado pode prejudicar o n\u00famero de matr\u00edculas, os resultados dos graduados, a relev\u00e2ncia para os empregadores e a reputa\u00e7\u00e3o. Antes de investir meses ou anos, fa\u00e7a primeiro estas tr\u00eas perguntas.<\/p>","protected":false},"author":1,"featured_media":10045,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[221],"tags":[735,302,711,715,734,26,85],"class_list":["post-10044","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learning","tag-academic-offering","tag-ai","tag-ai-era","tag-ai-training","tag-colleges","tag-reskilling","tag-upskilling"],"acf":[],"yoast_head":"\n3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era<\/title>\n<meta name=\"description\" content=\"In the AI era, a new academic offering can become outdated before the first cohort graduates. Almost 70% of U.S. employers struggle to fill roles, with AI skills now the hardest to find. For colleges, the wrong launch can hurt enrollment, graduate outcomes, employer relevance, and reputation. Before investing months or years, ask these three questions first.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wawiwa-tech.com\/pt\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era\" \/>\n<meta property=\"og:description\" content=\"In the AI era, a new academic offering can become outdated before the first cohort graduates. Almost 70% of U.S. employers struggle to fill roles, with AI skills now the hardest to find. For colleges, the wrong launch can hurt enrollment, graduate outcomes, employer relevance, and reputation. Before investing months or years, ask these three questions first.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wawiwa-tech.com\/pt\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/\" \/>\n<meta property=\"og:site_name\" content=\"Wawiwa\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/wawiwatech\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-10T07:18:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-10T07:30:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1672\" \/>\n\t<meta property=\"og:image:height\" content=\"941\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Wawiwa Tech\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@WawiwaTech\" \/>\n<meta name=\"twitter:site\" content=\"@WawiwaTech\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Wawiwa Tech\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/\"},\"author\":{\"name\":\"Wawiwa Tech\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#\\\/schema\\\/person\\\/384dab6915fb8375d8a22c9423d98972\"},\"headline\":\"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era\",\"datePublished\":\"2026-09-10T07:18:44+00:00\",\"dateModified\":\"2026-09-10T07:30:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/\"},\"wordCount\":1163,\"publisher\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/wawiwa-tech.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png\",\"keywords\":[\"academic offering\",\"ai\",\"AI Era\",\"ai training\",\"colleges\",\"reskilling\",\"upskilling\"],\"articleSection\":[\"Learning\"],\"inLanguage\":\"pt-BR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/\",\"url\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/\",\"name\":\"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/wawiwa-tech.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png\",\"datePublished\":\"2026-09-10T07:18:44+00:00\",\"dateModified\":\"2026-09-10T07:30:09+00:00\",\"description\":\"In the AI era, a new academic offering can become outdated before the first cohort graduates. Almost 70% of U.S. employers struggle to fill roles, with AI skills now the hardest to find. For colleges, the wrong launch can hurt enrollment, graduate outcomes, employer relevance, and reputation. Before investing months or years, ask these three questions first.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#primaryimage\",\"url\":\"https:\\\/\\\/wawiwa-tech.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png\",\"contentUrl\":\"https:\\\/\\\/wawiwa-tech.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png\",\"width\":1672,\"height\":941,\"caption\":\"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/blog\\\/learning\\\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/wawiwa-tech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#website\",\"url\":\"https:\\\/\\\/wawiwa-tech.com\\\/\",\"name\":\"Wawiwa\",\"description\":\"Skilling the World for AI\",\"publisher\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/wawiwa-tech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#organization\",\"name\":\"Wawiwa Tech\",\"url\":\"https:\\\/\\\/wawiwa-tech.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/wawiwa-tech.com\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/Wawiwa-Logo-trans.png\",\"contentUrl\":\"https:\\\/\\\/wawiwa-tech.com\\\/wp-content\\\/uploads\\\/2020\\\/05\\\/Wawiwa-Logo-trans.png\",\"width\":1000,\"height\":425,\"caption\":\"Wawiwa Tech\"},\"image\":{\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/wawiwatech\\\/\",\"https:\\\/\\\/x.com\\\/WawiwaTech\",\"https:\\\/\\\/instagram.com\\\/wawiwatech\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/wawiwa\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCN_ejCsLDqznGifvkX86gzA\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/wawiwa-tech.com\\\/#\\\/schema\\\/person\\\/384dab6915fb8375d8a22c9423d98972\",\"name\":\"Wawiwa Tech\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7789e725010ff0f8ff85fb161e1d9b6faade852accd0b81931ec33e5c1316b7a?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7789e725010ff0f8ff85fb161e1d9b6faade852accd0b81931ec33e5c1316b7a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7789e725010ff0f8ff85fb161e1d9b6faade852accd0b81931ec33e5c1316b7a?s=96&d=mm&r=g\",\"caption\":\"Wawiwa Tech\"},\"sameAs\":[\"http:\\\/\\\/wawiwa-tech.com\"],\"url\":\"https:\\\/\\\/wawiwa-tech.com\\\/pt\\\/author\\\/wawiwa\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"3 perguntas que poderiam salvar as faculdades de lan\u00e7arem a oferta acad\u00eamica errada na era da IA","description":"Na era da IA, um novo curso acad\u00eamico pode ficar ultrapassado antes mesmo que a primeira turma se forme. Quase 70% dos empregadores dos EUA enfrentam dificuldades para preencher vagas, sendo que as habilidades em IA s\u00e3o atualmente as mais dif\u00edceis de encontrar. Para as institui\u00e7\u00f5es de ensino superior, um lan\u00e7amento mal planejado pode prejudicar o n\u00famero de matr\u00edculas, os resultados dos graduados, a relev\u00e2ncia para os empregadores e a reputa\u00e7\u00e3o. Antes de investir meses ou anos, fa\u00e7a primeiro estas tr\u00eas perguntas.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/wawiwa-tech.com\/pt\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/","og_locale":"pt_BR","og_type":"article","og_title":"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era","og_description":"In the AI era, a new academic offering can become outdated before the first cohort graduates. Almost 70% of U.S. employers struggle to fill roles, with AI skills now the hardest to find. For colleges, the wrong launch can hurt enrollment, graduate outcomes, employer relevance, and reputation. Before investing months or years, ask these three questions first.","og_url":"https:\/\/wawiwa-tech.com\/pt\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/","og_site_name":"Wawiwa","article_publisher":"https:\/\/www.facebook.com\/wawiwatech\/","article_published_time":"2026-09-10T07:18:44+00:00","article_modified_time":"2026-09-10T07:30:09+00:00","og_image":[{"width":1672,"height":941,"url":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png","type":"image\/png"}],"author":"Wawiwa Tech","twitter_card":"summary_large_image","twitter_creator":"@WawiwaTech","twitter_site":"@WawiwaTech","twitter_misc":{"Escrito por":"Wawiwa Tech","Est. tempo de leitura":"6 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#article","isPartOf":{"@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/"},"author":{"name":"Wawiwa Tech","@id":"https:\/\/wawiwa-tech.com\/#\/schema\/person\/384dab6915fb8375d8a22c9423d98972"},"headline":"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era","datePublished":"2026-09-10T07:18:44+00:00","dateModified":"2026-09-10T07:30:09+00:00","mainEntityOfPage":{"@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/"},"wordCount":1163,"publisher":{"@id":"https:\/\/wawiwa-tech.com\/#organization"},"image":{"@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#primaryimage"},"thumbnailUrl":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png","keywords":["academic offering","ai","AI Era","ai training","colleges","reskilling","upskilling"],"articleSection":["Learning"],"inLanguage":"pt-BR"},{"@type":"WebPage","@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/","url":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/","name":"3 perguntas que poderiam salvar as faculdades de lan\u00e7arem a oferta acad\u00eamica errada na era da IA","isPartOf":{"@id":"https:\/\/wawiwa-tech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#primaryimage"},"image":{"@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#primaryimage"},"thumbnailUrl":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png","datePublished":"2026-09-10T07:18:44+00:00","dateModified":"2026-09-10T07:30:09+00:00","description":"Na era da IA, um novo curso acad\u00eamico pode ficar ultrapassado antes mesmo que a primeira turma se forme. Quase 70% dos empregadores dos EUA enfrentam dificuldades para preencher vagas, sendo que as habilidades em IA s\u00e3o atualmente as mais dif\u00edceis de encontrar. Para as institui\u00e7\u00f5es de ensino superior, um lan\u00e7amento mal planejado pode prejudicar o n\u00famero de matr\u00edculas, os resultados dos graduados, a relev\u00e2ncia para os empregadores e a reputa\u00e7\u00e3o. Antes de investir meses ou anos, fa\u00e7a primeiro estas tr\u00eas perguntas.","breadcrumb":{"@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#primaryimage","url":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png","contentUrl":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2026\/09\/ChatGPT-Image-Sep-1-2026-10_04_26-PM.png","width":1672,"height":941,"caption":"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era"},{"@type":"BreadcrumbList","@id":"https:\/\/wawiwa-tech.com\/blog\/learning\/3-questions-that-could-save-colleges-from-launching-the-wrong-academic-offering\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/wawiwa-tech.com\/"},{"@type":"ListItem","position":2,"name":"3 Questions that Could Save Colleges from Launching the Wrong Academic Offering in the AI Era"}]},{"@type":"WebSite","@id":"https:\/\/wawiwa-tech.com\/#website","url":"https:\/\/wawiwa-tech.com\/","name":"Wawiwa","description":"Capacitando o Mundo para a IA","publisher":{"@id":"https:\/\/wawiwa-tech.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/wawiwa-tech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/wawiwa-tech.com\/#organization","name":"Tecnologia Wawiwa","url":"https:\/\/wawiwa-tech.com\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/wawiwa-tech.com\/#\/schema\/logo\/image\/","url":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2020\/05\/Wawiwa-Logo-trans.png","contentUrl":"https:\/\/wawiwa-tech.com\/wp-content\/uploads\/2020\/05\/Wawiwa-Logo-trans.png","width":1000,"height":425,"caption":"Wawiwa Tech"},"image":{"@id":"https:\/\/wawiwa-tech.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/wawiwatech\/","https:\/\/x.com\/WawiwaTech","https:\/\/instagram.com\/wawiwatech","https:\/\/www.linkedin.com\/company\/wawiwa\/","https:\/\/www.youtube.com\/channel\/UCN_ejCsLDqznGifvkX86gzA"]},{"@type":"Person","@id":"https:\/\/wawiwa-tech.com\/#\/schema\/person\/384dab6915fb8375d8a22c9423d98972","name":"Tecnologia Wawiwa","image":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/secure.gravatar.com\/avatar\/7789e725010ff0f8ff85fb161e1d9b6faade852accd0b81931ec33e5c1316b7a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7789e725010ff0f8ff85fb161e1d9b6faade852accd0b81931ec33e5c1316b7a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7789e725010ff0f8ff85fb161e1d9b6faade852accd0b81931ec33e5c1316b7a?s=96&d=mm&r=g","caption":"Wawiwa Tech"},"sameAs":["http:\/\/wawiwa-tech.com"],"url":"https:\/\/wawiwa-tech.com\/pt\/author\/wawiwa\/"}]}},"_links":{"self":[{"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/posts\/10044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/comments?post=10044"}],"version-history":[{"count":7,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/posts\/10044\/revisions"}],"predecessor-version":[{"id":10052,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/posts\/10044\/revisions\/10052"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/media\/10045"}],"wp:attachment":[{"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/media?parent=10044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/categories?post=10044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wawiwa-tech.com\/pt\/wp-json\/wp\/v2\/tags?post=10044"}],"curies":[{"name":"bem-jogado","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}