{"id":99042,"date":"2025-12-23T08:00:08","date_gmt":"2025-12-23T11:00:08","guid":{"rendered":"https:\/\/abes.org.br\/?p=99042"},"modified":"2025-12-15T19:33:39","modified_gmt":"2025-12-15T22:33:39","slug":"o-estado-atual-da-inteligencia-artificial-agentica","status":"publish","type":"post","link":"https:\/\/abes.org.br\/en\/o-estado-atual-da-inteligencia-artificial-agentica\/","title":{"rendered":"The current state of agentic artificial intelligence"},"content":{"rendered":"

\"\"*By Anderson Rohe<\/em><\/p>\n

Nowadays there is much speculation that\u00a0O\u00a0hype<\/em>\u00a0gave way to the AI bubble.<\/a>, ...and that the vibrant phase of large language models (LLMs) has stagnated. Since the\u00a0The technological leap truly came with the transition from GPT-2 to GPT-3, as well as from GPT-3 to GPT-4.<\/a>. This does not appear to be the case with GPT-5, where there has been an incremental gain in relation to certain capabilities of previous AI models, such as...\u00a0to be more precise and handle multiple tasks more easily<\/a>, however\u00a0not exactly a revolution in the sector<\/a>.<\/p>\n

Especially because there are those who\u00a0I disagree that Artificial General Intelligence (AGI) should be the next step in AI.<\/a>, much less with the frantic drive towards intelligent autonomous systems and to\u00a0Full automation \/ end-to-end<\/a>\u00a0coming from them (in order to\u00a0to get closer and closer to human skills<\/a>, and thus fulfill\u00a0the goal set from the beginning by Silicon Valley<\/a>, (almost in a prophetic tone).<\/p>\n

Therefore, the race is on to achieve an AGI and then a Superintelligence.\u00a0That would be an exaggeration.<\/a>, as well as having them as an ultimate goal a\u00a0A major strategic error stemming from an illusion.<\/a>\u00a0The utopian tendency of human beings to overestimate their true capabilities: for example, the optimistic view that only\u00a0We are going through a transitional phase of disillusionment, moving towards greater maturity of the systems and consolidation of expectations.<\/a>. As can be seen from its shockwaves:<\/p>\n

\n
\"\"<\/figure>\n<\/div>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Source: https:\/\/emt.gartnerweb.com\/ngw\/globalassets\/intl-br\/artigos\/ondas-de-impacto-da-ia.png<\/p>\n

When, in practice, it would be necessary\u00a0A course correction to address the current limitations of technology.<\/a>Because we could even reach a Superintelligence level, at best,\u00a0only in 2030; however, it will be far less intelligent and advanced than expected.<\/a><\/p>\n

Ultimately, part of this distortion of perceptions regarding the future of AI stems from the industry's insistence on...\u00a0LLMs<\/em>\u00a0(large language models) and in architecture\u00a0Transformer\u00a0<\/em>which it bases its starting points on, since there would be other possible paths to get there.<\/p>\n

Furthermore, a great deal of money is being invested in "an AI that will surpass human intellect," but fueled by unrealistic expectations of a quick return. Just as there is no consensus or sufficient guarantees that this will actually happen, given that "there are clear limits to current probabilistic systems." This situation, therefore,\u00a0recalls classic periods of crisis<\/a>\u00a0which support the thesis that\u00a0The AI bubble is bound to burst at some point.<\/a>, inflated by\u00a0surge in the value of technology companies<\/a>. It is therefore a question not of "if," but of "when," according to various sources.\u00a0From the Bank of England; from Jamie Dimon, head of JP Morgan; and even from forecasts by the IMF \u2013 International Monetary Fund.<\/a>.<\/p>\n

Not by chance, this feeling that the future is uncertain and that we live in a relationship of ambivalence and contrasts with the direction of AI is reflected in recent data published in reports from\u00a0Pew Research Center<\/em><\/a>\u00a0It's from\u00a0Global Government Technology Center Berlin<\/em>\u00a0in partnership with the World Bank<\/a>. That is, we are still grappling with ambiguous feelings of hope and uncertainty, trust and disbelief in the face of advances in AI autonomy and\u00a0to the risk of losing control over it.<\/a><\/p>\n

What do the reports say?<\/strong>
\nBased on analyses conducted globally, including public perception in Brazil, that is, 'how people view AI', for the\u00a0Pew Research Center<\/em><\/a>\u00a0<\/strong>\u201c"More people are concerned than enthusiastic about its use." Therefore, there is a\u00a0mix<\/em>\u00a0There is a mix of enthusiasm and caution involved: many see it as an inevitable step, although they fear its immediate impacts on work, employability, and ethical issues. Interestingly, countries with clearer and more transparent regulatory frameworks tend to show less fear and, consequently, greater social acceptance of AI. Thus, they trust national models for regulating it more than foreign ones.<\/p>\n

The trust factor depends more on the level of transparency than on technical knowledge itself. Thus, in general, the majority, that is, 611% of adults, say they use technology in their daily lives, but only 43% believe that it is used responsibly by government agents and companies. In developed countries with more advanced economies than in developing countries, however, trust is lower, demonstrating that proximity to technology alone does not reduce fear. The research associates this reversal with...\u00a0Tech fatigue and saturation in use<\/a>.\u00a0<\/strong><\/p>\n

Brazil stands out as one of the most concerned countries, with an index of around 34%, above the global average. Slightly more than half (52%) are more apprehensive than excited about AI. And only 22% of Brazilians expressed enthusiasm, although 61% have already used AI in some way. The country, therefore, combines low levels of confidence with high exposure, reflecting a diffuse sentiment regarding the ethical and social impacts of the technology. This demonstrates that familiarity with the technology is not the same as collective acceptance.<\/p>\n

The study also reveals different perceptions depending on the generation and level of education assessed. Thus, young people and those with higher levels of education tend to view AI more positively, while older adults with lower incomes are more concerned about loss of control and security.<\/p>\n

Overall, the research points to a collective optimism, albeit a restrained one: most people recognize the potential of AI to improve their lives, but still have doubts about the ability of companies and governments to control it ethically and transparently.<\/p>\n

In turn, the report\u00a0The Agentic State<\/em>, the result of joint work between the\u00a0Global Government Technology Center Berlin<\/em>\u00a0and the World Bank<\/a>, The book, co-authored by Brazilian Tiago C. Peixoto, a specialist in technology and government, discusses the advancement of Artificial Intelligence agents in public service, anticipating a revolution yet to come, with greater intensity in the year 2026. It promises systems that, unlike current models, will be able to solve problems and perform tasks, acting and making decisions on their own, independently and with less dependence on humans, "reasoning" even within pre-established rules.<\/p>\n

The aim here is to investigate what AI agents are and how they will contribute to the development of large language models \u2013\u00a0LLMs<\/em>\u00a0let them now be\u201cthe brain provided with the hands of automation<\/a>\u201dThe goal is to make the public machine not only more useful, faster, and more efficient, but also smarter, cheaper, and more reliable, in order to promote structural changes and thus reduce bureaucracy in the services provided. This involves the government interacting as if it were a digital assistant that automatically finds and resolves issues.<\/p>\n

Through five levels of agency<\/a>, The report compares this new model of "Agentic State" to a public administration that not only does what it has already been doing, but also "redefines" the role of public power in a world of "\u201cco-pilot\u201d<\/em>\u00a0with the citizen. As the document's subtitle itself states,\u00a0\u201c"It rethinks" the role of government in the face of this new era of transformation from generative AI to AI agents, proposing a paradigm shift.<\/a>\u00a0through the implementation of these agent systems.<\/p>\n

The change will not be automatic. The "turnaround" is therefore in the sense of restructuring the business through which a\u00a0A fully matured AI agent will also begin to "learn and decide" from the environment and the user's daily experience.<\/a>, ...but in conjunction with human intervention, in a gradual, supervised, and more transparent way than before, going beyond the mere digitization of public services. This scenario is supported by market projections: according to...\u00a0Gartner<\/em><\/a>\u00a0and the\u00a0Forrester<\/em><\/a>\u00a0\u2013 consulting firms that offer\u00a0insights\u00a0<\/em>about\u00a0marketing<\/em>, Business, customer experience, and technology so that executives and their companies can make better strategic decisions.<\/p>\n

The reason for the change of direction.<\/strong><\/p>\n

However, the question arises as to the urgency of this task force, stemming from the current need for governments and artificial intelligence to work side-by-side in order to minimize bureaucracy and serve the citizen, placing them at the center of attention. Interestingly (or not), this is a consequence of movements running parallel to that of total automation: that of...\u00a0backlash<\/em>\u00a0and\u00a0The bursting of the personalization bubble<\/a>. Thus, in the face of\u00a0legal proceedings<\/a>\u00a0arising from\u00a0Given the many shortcomings of AI, there are calls for a return to human customer service.<\/a>, ...at least until there is significant and efficient progress in the sector. This is precisely because of the fear that, with the accelerated adoption of AI agents, the public machine will lose its way and tend to become even more obsolete and inefficient, generating frustration for the already dissatisfied citizen. Because as things stand, agentic AI tends to further amplify this...\u00a0gap<\/em>\u00a0or obsolescence gap, \u201cunless governments improve their performance<\/a>\u201d.<\/p>\n

\n
\"\"<\/figure>\n<\/div>\n

Source: https:\/\/emt.gartnerweb.com\/ngw\/globalassets\/intl-br\/artigos\/agente-inteligente-em-ia.png<\/p>\n

The central contribution of these studies, therefore, is that the adoption of AI, especially in the public sector, should not be merely technical but also institutional, geared primarily towards the reality of developing countries, such as Brazil, where the aim is to reduce inequalities through the acceleration of digital transformation. Those who fail to do so in time will not only risk falling behind but also becoming dependent on those who already possess technological expertise.<\/p>\n

Conversely, blindly following typically neoliberal prescriptions in the name of increased productivity and reduced costs can mask an even more asymmetrical situation: when humans increasingly delegate critical tasks and activities to supposedly intelligent systems due to their end-to-end, real-time automation,\u00a0From data analysis to decision making.<\/a>, Even when supervised, these practices can, conversely, lead to the much-feared gradual loss of human autonomy and control.<\/p>\n

The diagnosis<\/strong>
\nToday, there are indeed differing voices arguing that the Artificial Intelligence industry is not on the right track because it insists on advancing a model limited by its own probabilistic nature, the\u00a0LLMs.\u00a0<\/em>Then,\u00a0Unlike the AI agents that are to come and will operate more autonomously and independently, they only respond to...\u00a0prompts<\/em>\u00a0that the users did<\/a>. This is a strategic error on the path to a Superintelligence that may become greater than our own. But, nevertheless, we would still be far from achieving it.,\u00a0in a previous and earlier phase of transition<\/a>First with Generative AI, and now with Agentive AI, until we actually manage to achieve it.<\/p>\n

On the other hand, there are those who say, like Professor Anat Admati, from\u00a0Stanford Graduate School of Business<\/em>, what\u00a0It's difficult to engage in this exercise of futurology and predict a bubble until it bursts.<\/a>. Empirical data, however, points to the contrary. Reading the reports, one gets the impression that the future of AI will depend not only on technical advances in the technology, but also on trust in who uses and develops it, how it is used, and how.<\/p>\n

Because when we no longer understand what the machine does, or we blindly trust its results, even if they appear to be more functional than our own, the entire integrity of the decision-making process can be seriously compromised by opacity.<\/p>\n

The question then remains: what will become of the human element in the history of AI, as we are about to delegate much of our autonomy and individual freedom in exchange for supposedly greater efficiency, productivity, and reduced costs in the provision of digital services and products? Would the cost of this really be worthwhile?\u00a0trade-off<\/em>Or is there not necessarily a trade-off between the two, and could a balance be achieved in practice? Only the next steps towards a truly more advanced and independent artificial intelligence will tell.<\/p>\n

*By Anderson R\u00f6he, Senior Fellow Researcher at the ABES Think Tank (GT-IA)<\/em><\/p>\n

Notice:<\/strong>\u00a0The opinion presented in this article is the responsibility of its author and not of ABES - Brazilian Association of Software Companies<\/em><\/p>\n

Article originally published on the TI Expertise website:\u00a0 <\/em><\/strong>https:\/\/tiexpertise.com.br\/o-estado-atual-da-inteligencia-artificial-agentica\/<\/a><\/em><\/p>\n

 <\/p>","protected":false},"excerpt":{"rendered":"

Anderson R\u00f6he, Senior Fellow Researcher at the ABES Think Tank (GT-IA)<\/p>","protected":false},"author":12,"featured_media":99044,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[3768],"tags":[8728],"class_list":["post-99042","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artigos-abes","tag-inteligencia-artificial-agentica"],"acf":[],"yoast_head":"\nO estado atual da intelig\u00eancia artificial ag\u00eantica - ABES<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/abes.org.br\/en\/o-estado-atual-da-inteligencia-artificial-agentica\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"O estado atual da intelig\u00eancia artificial ag\u00eantica - ABES\" \/>\n<meta property=\"og:description\" content=\"Anderson R\u00f6he, Pesquisador Fellow S\u00eanior no Think Tank ABES (GT-IA)\" \/>\n<meta property=\"og:url\" content=\"https:\/\/abes.org.br\/en\/o-estado-atual-da-inteligencia-artificial-agentica\/\" \/>\n<meta property=\"og:site_name\" content=\"ABES\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ABES.software\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-23T11:00:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/abes.org.br\/wp-content\/uploads\/2025\/12\/Anderson-Rohe-imagem-destacada.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editor ABES\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ABES_SOFTWARE\" \/>\n<meta name=\"twitter:site\" content=\"@ABES_SOFTWARE\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editor ABES\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"12 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/\"},\"author\":{\"name\":\"Editor ABES\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/person\\\/dcf8e65fad7e59750ce485162b9368e1\"},\"headline\":\"O estado atual da intelig\u00eancia artificial ag\u00eantica\",\"datePublished\":\"2025-12-23T11:00:08+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/\"},\"wordCount\":2230,\"publisher\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/Anderson-Rohe-imagem-destacada.jpg\",\"keywords\":[\"intelig\u00eancia artificial ag\u00eantica\"],\"articleSection\":[\"Artigos ABES\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/\",\"url\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/\",\"name\":\"O estado atual da intelig\u00eancia artificial ag\u00eantica - ABES\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/Anderson-Rohe-imagem-destacada.jpg\",\"datePublished\":\"2025-12-23T11:00:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#primaryimage\",\"url\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/Anderson-Rohe-imagem-destacada.jpg\",\"contentUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/Anderson-Rohe-imagem-destacada.jpg\",\"width\":1200,\"height\":675},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/o-estado-atual-da-inteligencia-artificial-agentica\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\\\/\\\/abes.org.br\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"O estado atual da intelig\u00eancia artificial ag\u00eantica\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#website\",\"url\":\"https:\\\/\\\/abes.org.br\\\/\",\"name\":\"ABES\",\"description\":\"Associa\u00e7\u00e3o Brasileira das Empresas de Software\",\"publisher\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/abes.org.br\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#organization\",\"name\":\"Associa\u00e7\u00e3o Brasileira das Empresas de Software\",\"url\":\"https:\\\/\\\/abes.org.br\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2020\\\/09\\\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png\",\"contentUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2020\\\/09\\\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png\",\"width\":324,\"height\":70,\"caption\":\"Associa\u00e7\u00e3o Brasileira das Empresas de Software\"},\"image\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/ABES.software\",\"https:\\\/\\\/x.com\\\/ABES_SOFTWARE\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/abes-software\\\/\",\"https:\\\/\\\/www.instagram.com\\\/abes_software\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/person\\\/dcf8e65fad7e59750ce485162b9368e1\",\"name\":\"Editor ABES\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/046957867b6753ed9bdaf5dce80daad5de53aef5d91ee911b8b85c9bc9d9e79c?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/046957867b6753ed9bdaf5dce80daad5de53aef5d91ee911b8b85c9bc9d9e79c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/046957867b6753ed9bdaf5dce80daad5de53aef5d91ee911b8b85c9bc9d9e79c?s=96&d=mm&r=g\",\"caption\":\"Editor ABES\"},\"url\":\"https:\\\/\\\/abes.org.br\\\/en\\\/author\\\/editor-abes2\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"O estado atual da intelig\u00eancia artificial ag\u00eantica - ABES","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:\/\/abes.org.br\/en\/o-estado-atual-da-inteligencia-artificial-agentica\/","og_locale":"en_US","og_type":"article","og_title":"O estado atual da intelig\u00eancia artificial ag\u00eantica - ABES","og_description":"Anderson R\u00f6he, Pesquisador Fellow S\u00eanior no Think Tank ABES (GT-IA)","og_url":"https:\/\/abes.org.br\/en\/o-estado-atual-da-inteligencia-artificial-agentica\/","og_site_name":"ABES","article_publisher":"https:\/\/www.facebook.com\/ABES.software","article_published_time":"2025-12-23T11:00:08+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/abes.org.br\/wp-content\/uploads\/2025\/12\/Anderson-Rohe-imagem-destacada.jpg","type":"image\/jpeg"}],"author":"Editor ABES","twitter_card":"summary_large_image","twitter_creator":"@ABES_SOFTWARE","twitter_site":"@ABES_SOFTWARE","twitter_misc":{"Written by":"Editor ABES","Est. reading time":"12 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#article","isPartOf":{"@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/"},"author":{"name":"Editor ABES","@id":"https:\/\/abes.org.br\/#\/schema\/person\/dcf8e65fad7e59750ce485162b9368e1"},"headline":"O estado atual da intelig\u00eancia artificial ag\u00eantica","datePublished":"2025-12-23T11:00:08+00:00","mainEntityOfPage":{"@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/"},"wordCount":2230,"publisher":{"@id":"https:\/\/abes.org.br\/#organization"},"image":{"@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#primaryimage"},"thumbnailUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2025\/12\/Anderson-Rohe-imagem-destacada.jpg","keywords":["intelig\u00eancia artificial ag\u00eantica"],"articleSection":["Artigos ABES"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/","url":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/","name":"O estado atual da intelig\u00eancia artificial ag\u00eantica - ABES","isPartOf":{"@id":"https:\/\/abes.org.br\/#website"},"primaryImageOfPage":{"@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#primaryimage"},"image":{"@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#primaryimage"},"thumbnailUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2025\/12\/Anderson-Rohe-imagem-destacada.jpg","datePublished":"2025-12-23T11:00:08+00:00","breadcrumb":{"@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#primaryimage","url":"https:\/\/abes.org.br\/wp-content\/uploads\/2025\/12\/Anderson-Rohe-imagem-destacada.jpg","contentUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2025\/12\/Anderson-Rohe-imagem-destacada.jpg","width":1200,"height":675},{"@type":"BreadcrumbList","@id":"https:\/\/abes.org.br\/o-estado-atual-da-inteligencia-artificial-agentica\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/abes.org.br\/"},{"@type":"ListItem","position":2,"name":"O estado atual da intelig\u00eancia artificial ag\u00eantica"}]},{"@type":"WebSite","@id":"https:\/\/abes.org.br\/#website","url":"https:\/\/abes.org.br\/","name":"ABES","description":"Brazilian Association of Software Companies","publisher":{"@id":"https:\/\/abes.org.br\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/abes.org.br\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/abes.org.br\/#organization","name":"Brazilian Association of Software Companies","url":"https:\/\/abes.org.br\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/abes.org.br\/#\/schema\/logo\/image\/","url":"https:\/\/abes.org.br\/wp-content\/uploads\/2020\/09\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png","contentUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2020\/09\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png","width":324,"height":70,"caption":"Associa\u00e7\u00e3o Brasileira das Empresas de Software"},"image":{"@id":"https:\/\/abes.org.br\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ABES.software","https:\/\/x.com\/ABES_SOFTWARE","https:\/\/www.linkedin.com\/company\/abes-software\/","https:\/\/www.instagram.com\/abes_software\/"]},{"@type":"Person","@id":"https:\/\/abes.org.br\/#\/schema\/person\/dcf8e65fad7e59750ce485162b9368e1","name":"ABES Editor","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/046957867b6753ed9bdaf5dce80daad5de53aef5d91ee911b8b85c9bc9d9e79c?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/046957867b6753ed9bdaf5dce80daad5de53aef5d91ee911b8b85c9bc9d9e79c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/046957867b6753ed9bdaf5dce80daad5de53aef5d91ee911b8b85c9bc9d9e79c?s=96&d=mm&r=g","caption":"Editor ABES"},"url":"https:\/\/abes.org.br\/en\/author\/editor-abes2\/"}]}},"publishpress_future_action":{"enabled":false,"date":"2026-04-26 16:51:05","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts\/99042","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/comments?post=99042"}],"version-history":[{"count":1,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts\/99042\/revisions"}],"predecessor-version":[{"id":99045,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts\/99042\/revisions\/99045"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/media\/99044"}],"wp:attachment":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/media?parent=99042"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/categories?post=99042"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/tags?post=99042"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}