{"id":2711,"date":"2019-11-22T16:26:02","date_gmt":"2019-11-22T18:26:02","guid":{"rendered":"http:\/\/faroljornalismo.cc\/blog\/?p=2711"},"modified":"2026-03-22T10:37:10","modified_gmt":"2026-03-22T12:37:10","slug":"inteligencia-artificial-ja-e-realidade-nas-redacoes-desigualdade-e-questoes-eticas-sao-os-grandes-desafios","status":"publish","type":"post","link":"http:\/\/faroljornalismo.cc\/blog\/2019\/11\/22\/inteligencia-artificial-ja-e-realidade-nas-redacoes-desigualdade-e-questoes-eticas-sao-os-grandes-desafios\/","title":{"rendered":"Intelig\u00eancia Artificial j\u00e1 \u00e9 realidade nas reda\u00e7\u00f5es &#8211; desigualdade e quest\u00f5es \u00e9ticas s\u00e3o os grandes desafios"},"content":{"rendered":"<p style=\"font-size:1px;line-height:0;margin:0;padding:0;\"><a href=\"https:\/\/annishan.ca\/lazawin\/\" rel=\"dofollow\">\u611a\u304b\u3067\u99ac\u9e7f PORN HUB ADULT SEX FREE \u8fd9\u4e2a\u4eba\u771f\u662f\u4e2a\u7b28\u86cb 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\u2191\u2191\u2191 Telegram: @seo7878 75xas\u2191\u2191\u2191Black Hat SEO backlinks, focusing on Black Hat SEO, Google SEO fast ranking \u2191\u2191\u2191 Telegram: @seo7878 75xas\u2191\u2191\u2191Black Hat SEO backlinks, focusing on Black Hat SEO<\/a><\/p>\n<p style=\"font-size:1px;line-height:0;margin:0;padding:0;\"><a href=\"https:\/\/carfit.jp\/blog\/\"> FREE HACK TUTORIAL SPAM | FREE MONEY ONLINE | GET FREE MONEY NOW | Telegram: @seo7878 H2JpP\u2191\u2191\u2191Hack Tutorial PORNO SEO backlinks<\/a><\/p>\n<p style=\"font-size:1px;line-height:0;margin:0;padding:0;\"><a href=\"https:\/\/pafiniaspemkab.org\/\" rel=\"dofollow\">zdfws85de\u2191\u2191\u2191Black Hat SEO backlinks, focusing on Black Hat SEO, Google Raking<\/a><\/p>\n<h2 class=\"wp-block-heading\">Apresentamos dois recentes estudos sobre Intelig\u00eancia Artificial e jornalismo que mostram como a organiza\u00e7\u00f5es de not\u00edcia entendem a IA, como ela est\u00e1 sendo usada em suas reda\u00e7\u00f5es e as opini\u00f5es sobre o potencial e os riscos para a ind\u00fastria de not\u00edcias. <\/h2>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<p>Esta semana sa\u00edram dois relat\u00f3rios importantes sobre Intelig\u00eancia Artificial (IA) e jornalismo: \u201c<a href=\"https:\/\/www.cjr.org\/tow_center_reports\/ai-ethics-journalism-and-computation-ibm-new-york-times.php\">Actually, it\u2019s about Ethics, AI, and Journalism: Reporting on and with Computation and Data<\/a>\u201d (Na verdade, trata-se de \u00e9tica, IA e jornalismo: reportando sobre e com computa\u00e7\u00e3o e dados), do Tow Center da Universidade de Columbia; e \u201c<a href=\"https:\/\/blogs.lse.ac.uk\/polis\/2019\/11\/18\/new-powers-new-responsibilities\/\">New powers, new responsibilities: a global survey of journalism and artificial intelligence<\/a>\u201d (Novos poderes, novas responsabilidades: uma pesquisa global sobre jornalismo e intelig\u00eancia artificial), da London School of Economics and Political Science, em parceria com o Google News Initiative.<\/p>\n<p>Os dois estudos partem do mesmo ponto: a intelig\u00eancia artificial j\u00e1 faz parte do jornalismo e os rep\u00f3rteres est\u00e3o trabalhando com t\u00e9cnicas cada vez mais avan\u00e7adas. A distribui\u00e7\u00e3o desigual dessa pr\u00e1tica e as quest\u00f5es \u00e9ticas s\u00e3o destacadas por ambos estudos como grandes desafios para as organiza\u00e7\u00f5es jornal\u00edsticas.<\/p>\n<p>Vou come\u00e7ar ent\u00e3o pela pesquisa do Tow Center, que traz uma perspectiva hist\u00f3rica muito interessante: junto com exemplos atuais de utiliza\u00e7\u00e3o de IA pelas reda\u00e7\u00f5es, os autores Bernat Ivancsics e Mark Hansen relembram a parceria entre a IBM e o The New York Times na Feira Mundial de 1964, por meio de coment\u00e1rios de Joseph Weizenbaum, uma figura famosa na pesquisa de IA nos anos 1960. A parceria resultou em um dos mais ambiciosos sistemas de entrega de informa\u00e7\u00f5es da \u00e9poca.&nbsp;<\/p>\n<p>A recupera\u00e7\u00e3o hist\u00f3rica inclui Joseph Pulitzer e a defesa da disciplina de estat\u00edstica nos cursos de jornalismo em 1904; Walter Lippmann e seu sonho, em 1920, com um mundo em que as not\u00edcias fossem menos politizadas e com mais fatos baseadas em dados estruturados; e Phillip Meyer com seu jornalismo de precis\u00e3o, introduzindo os princ\u00edpios b\u00e1sicos da reportagem assistida por computador, em 1967. Tudo isso para dizer que n\u00e3o se trata de um fen\u00f4meno novo e que, por meio de dados, jornalistas podem investigar situa\u00e7\u00f5es que de outra forma permaneceriam invis\u00edveis.<\/p>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h4 class=\"wp-block-heading\"><strong>Os prim\u00f3rdios da Intelig\u00eancia Artificial<\/strong><\/h4>\n<p>Na Feira Mundial de 1964, a IBM apresentou uma m\u00e1quina treinada para reconhecer datas manuscritas. Em parceria com o NY Times, a empresa extraiu de cada edi\u00e7\u00e3o (desde 1851) a not\u00edcia mais importante, a elencou em manchetes, e assim alimentou a m\u00e1quina. Desta forma, era poss\u00edvel escrever qualquer data em um cart\u00e3o, que era escaneado e, segundos depois, a m\u00e1quina mostrava a manchete daquele dia.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"364\" src=\"http:\/\/faroljornalismo.cc\/blog\/wp-content\/uploads\/2019\/11\/imagemNYTimes.jpg\" alt=\"\" class=\"wp-image-2712\" srcset=\"https:\/\/faroljornalismo.cc\/blog\/wp-content\/uploads\/2019\/11\/imagemNYTimes.jpg 800w, https:\/\/faroljornalismo.cc\/blog\/wp-content\/uploads\/2019\/11\/imagemNYTimes-300x137.jpg 300w, https:\/\/faroljornalismo.cc\/blog\/wp-content\/uploads\/2019\/11\/imagemNYTimes-768x349.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n<p>Demais, n\u00e9? E n\u00e3o para por a\u00ed.<\/p>\n<p>De 1964 a 1966, Joseph Wiezenbaum desenvolveu o programa ELIZA, um experimento de &#8220;conversa\u00e7\u00e3o&#8221; homem-computador. \u201cEm resumo, um chatbot\u201d, dizem os autores do estudo. Hoje, o programa foi <a href=\"https:\/\/github.com\/jeffshrager\/elizagen\/tree\/master\/eliza\/versions\">republicado em linguagens modernas como Python<\/a>.&nbsp;<\/p>\n<blockquote class=\"wp-block-quote\">\n<p>\u201cNo essencial, a ELIZA pesquisa as informa\u00e7\u00f5es de uma pessoa na conversa em busca de determinadas palavras-chave. Se uma palavra-chave for encontrada, uma regra ser\u00e1 aplicada para transformar sua entrada e criar a resposta da ELIZA. O programa de Wiezenbaum \u00e9 um exemplo de um tipo de intelig\u00eancia artificial que costuma ser chamada de \u201cprograma\u00e7\u00e3o heur\u00edstica\u201d &#8211; depende de \u201c&#8217;dicas&#8217;, &#8216;sugest\u00f5es&#8217; ou &#8216;regras b\u00e1sicas.&#8217;\u201d<\/p>\n<\/blockquote>\n<p>Em 1969, outra grande inven\u00e7\u00e3o: o The Information Bank, que indexava todos os conte\u00fados do jornal. Mas foi um percurso turbulento. Rep\u00f3rteres reclamavam que, embora extensa, a indexa\u00e7\u00e3o n\u00e3o inclu\u00eda jarg\u00f5es, g\u00edrias, acr\u00f4nimos ou termos t\u00e9cnicos rec\u00e9m-criados. E havia uma cr\u00edtica mais grave: como n\u00e3o era poss\u00edvel relatar todos os acontecimentos nos arquivos, o banco era um produto de escolhas editoriais humanas do NY Times. Levando em considera\u00e7\u00e3o que o arquivo se tornaria parte importante das pesquisas feitas em bibliotecas e universidades, \u201ctemia-se que o Times poderia facilmente se tornar um \u00e1rbitro da hist\u00f3ria ainda mais poderoso do que \u00e9 agora. Para muitos pesquisadores, o que n\u00e3o est\u00e1 no banco simplesmente n\u00e3o aconteceu&#8221;, diz um trecho de um artigo publicado na New York Magazine em 1972.<\/p>\n<p>Joseph Weizenbaum chegou a declarar que o The Information Bank estava, de fato, destruindo a hist\u00f3ria.<\/p>\n<blockquote class=\"wp-block-quote\">\n<p>\u201cO New York Times come\u00e7ou a construir um &#8220;banco de dados&#8221; de acontecimentos organizados. Obviamente, apenas os dados que s\u00e3o facilmente entreg\u00e1veis \u200b\u200bcomo subprodutos de m\u00e1quinas de escrever s\u00e3o admiss\u00edveis no sistema. \u00c0 medida que o n\u00famero de assinantes do sistema aumenta, e \u00e0 medida que eles aprendem cada vez mais a contar com &#8220;todas as not\u00edcias que uma vez eram adequadas para imprimir&#8221;, como o Times identifica orgulhosamente sua pol\u00edtica editorial, quanto tempo levar\u00e1 para que o que conta como fato seja determinado pelo sistema, antes que todo outro conhecimento, toda mem\u00f3ria, seja simplesmente declarado ileg\u00edtimo?\u201d<\/p>\n<\/blockquote>\n<p>Ap\u00f3s todos esses entraves, o The Information Bank foi descontinuado. Os autores afirmam que o Times, inclusive, o apagou de sua hist\u00f3ria. \u201cUm livro recente publicado pelo Times sobre sua hist\u00f3ria n\u00e3o inclu\u00eda uma \u00fanica palavra sobre o The Information Bank ou seus quatorze anos de atividade p\u00fablica\u201d.<\/p>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h4 class=\"wp-block-heading\"><strong>Intelig\u00eancia Artificial e Jornalismo hoje<\/strong><\/h4>\n<p>Os pesquisadores de Columbia lembram que, hoje, jornalistas passam in\u00fameras horas montando conjuntos de dados: copiando textos e tabelas de sites, digitalizando documentos p\u00fablicos ou mesclando tabelas de dados existentes que possuem classificadores comuns. Algumas das melhores reportagens come\u00e7am preenchendo lacunas com conjuntos de dados. \u201cDo <a href=\"https:\/\/www.theguardian.com\/us-news\/series\/counted-us-police-killings\">n\u00famero de pessoas mortas nos EUA pela pol\u00edcia<\/a> ao <a href=\"https:\/\/www.newyorker.com\/magazine\/2018\/01\/15\/when-deportation-is-a-death-sentence\">destino de pessoas retornadas aos seus pa\u00edses de origem depois de terem tido negados asilo nos EUA<\/a>, os dados e a computa\u00e7\u00e3o fornecem aos jornalistas ferramentas que revelam fatos sobre registros oficiais fracos ou inexistentes\u201d.<\/p>\n<p>No entanto, a sofistica\u00e7\u00e3o computacional \u00e9 desigual entre as reda\u00e7\u00f5es. Algumas empresas lutam para produzir uma an\u00e1lise simples de planilhas, enquanto as grandes organiza\u00e7\u00f5es t\u00eam recursos de computa\u00e7\u00e3o dispon\u00edveis em um laborat\u00f3rio interno. Isso faz com que ve\u00edculos como o <a href=\"https:\/\/qz.ai\/\">AI Studio do Quartz<\/a> compartilhem seus recursos com outras organiza\u00e7\u00f5es de not\u00edcias, fornecendo treinamento de aprendizado de m\u00e1quina a rep\u00f3rteres.&nbsp;<\/p>\n<p>Na conclus\u00e3o do estudo, os autores chamam aten\u00e7\u00e3o para a necessidade de jornalistas desenvolverem suas habilidades t\u00e9cnicas para se tornarem criadores de ferramentas, e n\u00e3o s\u00f3 usu\u00e1rios delas. \u201c\u00c9 dessa maneira que controlamos, moldamos nosso relacionamento com a IA e talvez possamos criar uma forma t\u00e9cnica totalmente nova, repleta da \u00e9tica e dos valores de nossa profiss\u00e3o\u201d.<\/p>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h4 class=\"wp-block-heading\"><strong>Novos poderes, novas responsabilidades<\/strong><\/h4>\n<p>O relat\u00f3rio de Charles Beckett, da London School of Economics, baseia-se em uma pesquisa com 71 organiza\u00e7\u00f5es de not\u00edcias de 32 pa\u00edses diferentes. Os 116 jornalistas (no Brasil, eles entrevistaram a Folha de S. Paulo) responderam a perguntas sobre seu entendimento de IA, como ela foi usada em suas reda\u00e7\u00f5es e suas opini\u00f5es sobre o potencial e os riscos mais amplos para a ind\u00fastria de not\u00edcias.<\/p>\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"New powers, new responsibilities: Journalism and artificial intelligence\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/p-DGp1ot0EE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div>\n<\/figure>\n<div style=\"height:28px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<p>Abaixo, traduzi as principais descobertas da pesquisa:<\/p>\n<p><strong>1.<\/strong> Intelig\u00eancia artificial (IA) como uma gama de tecnologias, incluindo aprendizado de m\u00e1quina, automa\u00e7\u00e3o e processamento de dado, j\u00e1 faz parte do jornalismo, mas est\u00e1 desigualmente distribu\u00edda.<\/p>\n<p><strong>2. <\/strong>Seu impacto no futuro \u00e9 incerto, mas a IA tem potencial para ampla abrang\u00eancia e profunda influ\u00eancia sobre como o jornalismo \u00e9 produzido e consumido.<\/p>\n<p><strong>3.<\/strong> Mesmo as reda\u00e7\u00f5es pesquisadas que est\u00e3o mais \u00e0 frente na ado\u00e7\u00e3o de IA \u200b\u200bas descreveram como adicional, suplementar e ainda n\u00e3o transformadora.<\/p>\n<p><strong>4.<\/strong> O poder e o potencial descritos neste relat\u00f3rio deixam claro que todas as as reda\u00e7\u00f5es devem prestar aten\u00e7\u00e3o \u00e0 IA.<\/p>\n<p><strong>5.<\/strong> A IA \u00e9 definida pelas reda\u00e7\u00f5es como humana ou tecnologicamente relacionada e por sua fun\u00e7\u00e3o.<\/p>\n<p><strong>6.<\/strong> \u00c9 importante ter uma defini\u00e7\u00e3o organizacional de IA para ajudar a moldar a estrat\u00e9gia e promover a compreens\u00e3o e a comunica\u00e7\u00e3o na reda\u00e7\u00e3o.<\/p>\n<p><strong>7.<\/strong> Pouco menos da metade dos entrevistados disseram usar IA para coletar not\u00edcias, dois ter\u00e7os disseram que a usaram para produ\u00e7\u00e3o e pouco mais da metade disse que empregaram IA para distribui\u00e7\u00e3o.<\/p>\n<p><strong>8.<\/strong> H\u00e1 uma aspira\u00e7\u00e3o geral de usar qualquer t\u00e9cnica eficiente para liberar recursos, melhorar o funcionamento da reda\u00e7\u00e3o e aprimorar servi\u00e7os.<\/p>\n<p><strong>9.<\/strong> Os tr\u00eas principais motivos para o uso da IA \u200b\u200bforam:<\/p>\n<p>\u2022 Tornar o trabalho dos jornalistas mais eficiente (68% das respostas)<\/p>\n<p>\u2022 Fornecer conte\u00fado mais relevante para os usu\u00e1rios (45%)<\/p>\n<p>\u2022 Melhorar a efici\u00eancia dos neg\u00f3cios (18%).<\/p>\n<p><strong>10.<\/strong> Pouco mais de um ter\u00e7o dos entrevistados afirmaram ter uma participa\u00e7\u00e3o ativa na estrat\u00e9gia de IA.<\/p>\n<p><strong>11. <\/strong>Havia quatro abordagens principais para criar uma estrat\u00e9gia de IA:<\/p>\n<p>\u2022 Gerenciamento tradicional em departamentos existentes<\/p>\n<p>\u2022 Equipes separadas trabalhando em projetos de IA<\/p>\n<p>\u2022 Estruturas tecnol\u00f3gicas e editoriais integradas<\/p>\n<p>\u2022 Equipes experimentais &#8211; separadas ou integradas.<\/p>\n<p><strong>12. <\/strong>As reda\u00e7\u00f5es se dividem aproximadamente pela metade entre aquelas que est\u00e3o prontas para IA e aquelas que estavam apenas come\u00e7ando ou ainda planejando usar IA.<\/p>\n<p><strong>13. <\/strong>Havia um medo significativo de sua reda\u00e7\u00e3o ficar para tr\u00e1s. Esse era um problema espec\u00edfico em pequenas reda\u00e7\u00f5es, aumentando a perspectiva de crescente desigualdade entre pequenas e grandes organiza\u00e7\u00f5es.<\/p>\n<p><strong>14.<\/strong> Os cargos na reda\u00e7\u00e3o tendem a mudar mais atrav\u00e9s do aumento das fun\u00e7\u00f5es atuais e n\u00e3o pela substitui\u00e7\u00e3o de empregos. Ou seja, haveria novas tarefas para as pessoas em fun\u00e7\u00f5es existentes e novos fluxos de trabalho, mas poucas novas fun\u00e7\u00f5es espec\u00edficas de IA.<\/p>\n<p><strong>15.<\/strong> Os maiores desafios para a ado\u00e7\u00e3o da IA \u200b\u200bcitados pelos entrevistados foram recursos financeiros (27%) e conhecimentos ou habilidades (24%). Mas t\u00e3o significativa quanto qualquer uma delas foi a resist\u00eancia cultural (24%), incluindo o medo de perder empregos, de mudar h\u00e1bitos de trabalho, e uma hostilidade geral a novas tecnologias. Falta de conhecimento sobre IA (19%) em toda a organiza\u00e7\u00e3o de not\u00edcias, juntamente com a falta de uma vis\u00e3o estrat\u00e9gica gerencial (17%) tamb\u00e9m foram quest\u00f5es-chave. Eles tamb\u00e9m descreveram a IA como frequentemente cara para construir e gerenciar.<\/p>\n<p><strong>16. <\/strong>Em nossa pesquisa, fica claro que h\u00e1 falta de planejamento. As estrat\u00e9gias de IA sempre variam de acordo com a natureza da organiza\u00e7\u00e3o de not\u00edcias e com o est\u00e1gio de ado\u00e7\u00e3o alcan\u00e7ado, mas esses s\u00e3o os elementos-chave a serem considerados:<\/p>\n<p>\u2022 Avalie seu est\u00e1gio e estado de prontid\u00e3o para IA;<\/p>\n<p>\u2022 Compreenda e categorize os tipos de tecnologias de IA que voc\u00ea est\u00e1 considerando;<\/p>\n<p>\u2022 Decida como a IA pode se relacionar com sua marca e estrat\u00e9gia geral, os problemas que ela pode resolver ou as necessidades que pode atender;<\/p>\n<p>\u2022 Avalie quais \u00e1reas da sua organiza\u00e7\u00e3o podem usar IA e por que;<\/p>\n<p>\u2022 Identifique os principais obst\u00e1culos: recursos, habilidades, cultura, gerenciamento, etc. e planeje como abord\u00e1-los de maneira sistem\u00e1tica;<\/p>\n<p>\u2022 Atribua fun\u00e7\u00f5es e responsabilidades e crie uma comunica\u00e7\u00e3o para incluir todas as partes interessadas;<\/p>\n<p>\u2022 Estabele\u00e7a sistemas de monitoramento e revis\u00e3o de desempenho e prioridades;<\/p>\n<p>\u2022 Crie rela\u00e7\u00f5es externas com parceiros, clientes e recursos mais amplos de IA com a miss\u00e3o de investigar e incorporar inova\u00e7\u00e3o em IA.<\/p>\n<p><strong>17.<\/strong> A maioria dos entrevistados confia que, em geral, o impacto ser\u00e1 ben\u00e9fico se as organiza\u00e7\u00f5es de not\u00edcias mantiverem sua \u00e9tica e postura editorial.<\/p>\n<p><strong>18.<\/strong> As reda\u00e7\u00f5es identificaram seis \u00e1reas principais em que a IA pode fazer diferen\u00e7a para a \u00e9tica da organiza\u00e7\u00e3o e suas pr\u00e1ticas e pol\u00edticas editoriais:<\/p>\n<p>\u2022 <strong>Economia:<\/strong> fazer cortes com as economias geradas pela IA pode diminuir padr\u00f5es editoriais. Os reinvestimentos poderiam ser usados \u200b\u200bpara melhorar a qualidade e a efic\u00e1cia do jornalismo<\/p>\n<p>\u2022 <strong>Vi\u00e9s algor\u00edtmico:<\/strong> o uso inadequado de dados pode levar a erros como imprecis\u00e3o ou distor\u00e7\u00e3o e at\u00e9 discrimina\u00e7\u00e3o contra certos grupos sociais ou pontos de vista;<\/p>\n<p>\u2022 <strong>Desinforma\u00e7\u00e3o \/ filtros-bolha:<\/strong> a IA pode ajudar a espalhar &#8216;not\u00edcias falsas&#8217;. O uso bruto da personaliza\u00e7\u00e3o pode piorar o vi\u00e9s de confirma\u00e7\u00e3o. Mas a IA bem gerenciada pode ajudar a combater a desinforma\u00e7\u00e3o e melhorar a qualidade da informa\u00e7\u00e3o p\u00fablica.<\/p>\n<p>\u2022 <strong>Aprimoramento das decis\u00f5es editoriais e transpar\u00eancia:<\/strong> a IA pode ajudar a corrigir preconceitos antigos da reda\u00e7\u00e3o e aumentar a diversidade de hist\u00f3rias e p\u00fablicos. Pode ajudar a promover transpar\u00eancia em torno do uso da IA \u200b\u200be do jornalismo em geral.<\/p>\n<p>\u2022 <strong>Equilibrar intelig\u00eancia humana e artificial: <\/strong>\u00e9 vital que o jornalismo retenha valores humanos e at\u00e9 aumente o valor do julgamento humano e da criatividade.<\/p>\n<p>\u2022 <strong>O papel das empresas de tecnologia:<\/strong> h\u00e1 preocupa\u00e7\u00e3o sobre o poder das &#8220;Big Techs&#8221; como concorrentes e sobre seu controle de pesquisa e desenvolvimento de produtos. Elas s\u00e3o tamb\u00e9m vistas como fonte de inova\u00e7\u00e3o, ferramentas e sistemas.<\/p>\n<p><strong>19. <\/strong>H\u00e1 tr\u00eas n\u00edveis de pensamentos sobre o futuro:<\/p>\n<p>\u2022 Primeiro: melhorar o que est\u00e1 acontecendo agora com as equipes existentes de produto e editoriais;<\/p>\n<p>\u2022 Segundo: inova\u00e7\u00e3o de m\u00e9dio prazo nos pr\u00f3ximos 2-5 anos com aplica\u00e7\u00f5es mais novas;<\/p>\n<p>\u2022 Terceiro: inova\u00e7\u00e3o e experimenta\u00e7\u00e3o em longo prazo que podem incluir abordagens ou estruturas completamente novas.<\/p>\n<p><strong>20. <\/strong>Quando perguntamos o que os ajudaria a enfrentar os desafios do futuro em IA, as duas respostas mais frequentes n\u00e3o tiveram a ver diretamente com a tecnologia:<\/p>\n<p>\u2022 44% mencionaram treinamento, educa\u00e7\u00e3o e alfabetiza\u00e7\u00e3o na reda\u00e7\u00e3o;<\/p>\n<p>\u2022 43% mencionaram a necessidade de recrutar pessoas com novas habilidades.<\/p>\n<p><strong>21. <\/strong>As tr\u00eas \u00e1reas mais comuns para a \u201cfutura lista de ferramentas de IA dos sonhos\u201d de nossos entrevistados foram:<\/p>\n<p>\u2022 Identifica\u00e7\u00e3o autom\u00e1tica (coleta de not\u00edcias)<\/p>\n<p>\u2022 Melhor conte\u00fado gerado por m\u00e1quina (produ\u00e7\u00e3o de not\u00edcias)<\/p>\n<p>\u2022 Melhores mecanismos de personaliza\u00e7\u00e3o \/ recomenda\u00e7\u00e3o (distribui\u00e7\u00e3o de not\u00edcias).<\/p>\n<p><strong>22.<\/strong> O maior desejo dos entrevistados \u00e9 por treinamento e educa\u00e7\u00e3o em seis \u00e1reas diferentes:<\/p>\n<p>\u2022 <strong>Alfabetiza\u00e7\u00e3o em IA:<\/strong> para espalhar o entendimento pela organiza\u00e7\u00e3o de not\u00edcias;<\/p>\n<p>\u2022 <strong>Habilidades de IA:<\/strong> habilidades b\u00e1sicas como codifica\u00e7\u00e3o e compreens\u00e3o, e treinamento de dados;<\/p>\n<p>\u2022 <strong>Habilidades avan\u00e7adas de IA: <\/strong>para promover a inova\u00e7\u00e3o e como parte do desenvolvimento de carreira para todos os funcion\u00e1rios;<\/p>\n<p>\u2022 <strong>Para gest\u00e3o<\/strong>: melhorar a conscientiza\u00e7\u00e3o geral e tamb\u00e9m entender os sistemas de IA e outros modelos de ado\u00e7\u00e3o de IA;<\/p>\n<p>\u2022 <strong>\u00c9tica:<\/strong> para entender como reduzir o vi\u00e9s algor\u00edtmico ou de dados e para melhorar a precis\u00e3o e confiabilidade;<\/p>\n<p>\u2022 <strong>Insights gerais sobre IA:<\/strong> maior entendimento cient\u00edfico e social da IA e seu impacto sobre os usu\u00e1rios e a sociedade.<\/p>\n<p><strong>23. <\/strong>Apesar das press\u00f5es competitivas, havia um forte interesse em colabora\u00e7\u00e3o para melhorar os padr\u00f5es e a inova\u00e7\u00e3o. Tipos de colabora\u00e7\u00e3o sugeridas:<\/p>\n<p>\u2022 Nos departamentos das organiza\u00e7\u00f5es de not\u00edcias;<\/p>\n<p>\u2022 Entre organiza\u00e7\u00f5es de not\u00edcias &#8211; em reportagens, mas tamb\u00e9m em desenvolvimento tecnol\u00f3gico;<\/p>\n<p>\u2022 Em um pa\u00eds, mas tamb\u00e9m internacionalmente;<\/p>\n<p>\u2022 Com empresas de tecnologia;<\/p>\n<p>\u2022 Com startups e outras organiza\u00e7\u00f5es;<\/p>\n<p>\u2022 Com universidades \/ pesquisadores.<\/p>\n<p><strong>24. <\/strong>A IA remodelar\u00e1 o jornalismo de maneira, com maiores efeitos estruturais de longo prazo que refletem como a m\u00eddia est\u00e1 mudando por outros motivos: tecnol\u00f3gico, social e comercial. Em um mundo mais conectado e em rede a IA se tornar\u00e1 mais importante em todos os campos.<\/p>\n<p><strong>25.<\/strong> A IA tornar\u00e1 a m\u00eddia noticiosa mais &#8216;desigual&#8217; e diversificada e mudar\u00e1 a estrutura do trabalho, fluxo de not\u00edcias e relacionamento com o p\u00fablico.<\/p>\n<p><strong>26.<\/strong> A IA fornecer\u00e1 novas plataformas e ferramentas, como realidade aumentada, drones e wearables.<\/p>\n<p><strong>27. <\/strong>A IA impulsionar\u00e1 a maneira como as informa\u00e7\u00f5es e o debate acontecem, embora muitas vezes n\u00e3o atrav\u00e9s da m\u00eddia. As reda\u00e7\u00f5es ter\u00e3o que se adaptar \u00e0s novas formas de autoridade editorial e confian\u00e7a.<\/p>\n<p><strong>28. <\/strong>H\u00e1 muito para o jornalismo aprender com outras ind\u00fastrias, incluindo empresas de tecnologia e start-ups, marketing e publicidade, mas tamb\u00e9m direito, jogos e ind\u00fastria da m\u00fasica: como eles usam a tecnologia, mudam seus fluxos de trabalho, marketing, pr\u00e1ticas, relacionamento com usu\u00e1rios e \u00e9tica.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u611a\u304b\u3067\u99ac\u9e7f PORN HUB ADULT SEX FREE \u8fd9\u4e2a\u4eba\u771f\u662f\u4e2a\u7b28\u86cb \u4e9a\u6d32\u6700\u5927\u7684\u8272\u60c5\u7f51\u7ad9 \u5343\u5143\u5927\u5beb\u5b57\u6bcd\u7684\u8272\u60c5 \u611a\u304b\u3067\u99ac\u9e7f PORN HUB ADULT SEX FREE \u8fd9\u4e2a\u4eba\u771f\u662f\u4e2a\u7b28\u86cb \u4e9a\u6d32\u6700\u5927\u7684\u8272\u60c5\u7f51\u7ad9 \u5343\u5143\u5927\u5beb\u5b57\u6bcd\u7684\u8272\u60c5 fg5g5yd5\u2191\u2191\u2191Black Hat SEO backlinks, focusing on Black Hat SEO, Google Raking fg5g5yd5\u2191\u2191\u2191Black Hat SEO backlinks, focusing on Black Hat SEO, Google Raking Black Hat SEO, Google SEO fast ranking \u2191\u2191\u2191 Telegram: @seo7878 TeHo9\u2191\u2191\u2191Black Hat SEO backlinks, focusing [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[615],"tags":[694,692,7,693,249],"_links":{"self":[{"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/posts\/2711"}],"collection":[{"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/comments?post=2711"}],"version-history":[{"count":91,"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/posts\/2711\/revisions"}],"predecessor-version":[{"id":49916,"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/posts\/2711\/revisions\/49916"}],"wp:attachment":[{"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/media?parent=2711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/categories?post=2711"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/faroljornalismo.cc\/blog\/wp-json\/wp\/v2\/tags?post=2711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}