{"id":4653,"date":"2025-10-24T08:00:00","date_gmt":"2025-10-24T11:00:00","guid":{"rendered":"https:\/\/matrixgo.ai\/?p=4653"},"modified":"2025-10-15T06:51:15","modified_gmt":"2025-10-15T09:51:15","slug":"paradoxo-ia-corporativa-ceos-nao-entendem-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/matrixgo.ai\/en\/paradoxo-ia-corporativa-ceos-nao-entendem-inteligencia-artificial\/","title":{"rendered":"The Corporate AI Paradox: CEOs Say They Use Artificial Intelligence, But Have No Idea What They're Operating"},"content":{"rendered":"

Read this article at: https:\/\/www.linkedin.com\/pulse\/o-paradoxo-da-ia-corporativa-ceos-dizem-que-usam-mas-n%C3%A3o-sanchez-8yxpf\/?trackingId=cIFapZsoGNRuR%2BCW8cmomw%3D%3D<\/a><\/a><\/p>\n\n\n\n

<\/a>At Futurecom 2025, what we heard most was \u201cwe\u2019re already using AI\u201d \u2014 but what we saw least was real technical understanding of what that means.<\/p>\n\n\n\n

Introduction<\/h3>\n\n\n\n

THE Futurecom 2025<\/strong> left a clear \u2014 and somewhat worrying \u2014 portrait of the current stage of Artificial Intelligence in Brazilian companies.<\/p>\n\n\n\n

On the panels, corridors and stands, the speech was unanimous<\/strong>:<\/p>\n\n\n\n

\n

\u201cOur company is already using AI.\u201d<\/p>\n<\/blockquote>\n\n\n\n

But when we dive beyond the catchphrases, we realize that the real technical understanding<\/strong> about what enterprise AI is\u2014and what it requires to function reliably\u2014is still minimal.<\/p>\n\n\n\n

Companies are investing in servers with powerful GPUs<\/strong>, in projects that sound sophisticated<\/strong>, but without cognitive curation, governance or semantic orchestration<\/strong>. In practice, they are covering traditional automation with modern language<\/strong>, calling everything \u201cAI\u201d.<\/p>\n\n\n\n

\n\n\n\n

The episode that sums up the moment<\/h3>\n\n\n\n

In the midst of one of these conversations, a CEO of an important national company<\/strong> stated enthusiastically:<\/p>\n\n\n\n

\n

\u201cNicola, we\u2019ve been using AI in our operation for months now!\u201d<\/p>\n<\/blockquote>\n\n\n\n

Curious, I asked:<\/p>\n\n\n\n

\n

\u201cExcellent! Can you show me what you\u2019re doing?\u201d<\/p>\n<\/blockquote>\n\n\n\n

He opened his notebook, found a file and proudly showed it to me\u2026 an AI-produced video<\/strong>.<\/p>\n\n\n\n

The scene was fun\u2014and symbolic. The content was visually interesting, generated by a text-to-video tool, but there was no cognitive integration, no intelligent automation<\/strong>. It was just a media production<\/strong>, no operational intelligence<\/strong>.<\/p>\n\n\n\n

We smiled. And there it was clear:<\/p>\n\n\n\n

\n

The market is confusing Content AI<\/em> with Decision AI<\/em>.<\/p>\n<\/blockquote>\n\n\n\n

\n\n\n\n

The underlying problem: confusion between infrastructure, aesthetics and intelligence<\/h3>\n\n\n\n

This confusion is widespread. Today, many companies believe that have GPUs, sign tools and generate videos<\/strong> is equivalent to \u201chaving artificial intelligence.\u201d But true AI is not born from hardware, but from cognitive orchestration<\/strong> \u2014 the ability to connect data, processes and models in a coherent, secure and auditable way.<\/p>\n\n\n\n

What we see is the phenomenon we call \u201cSmart Infrastructure Illusion\u201d<\/strong>: Companies that accumulate computing power<\/strong>, but do not accumulate cognitive maturity<\/strong>.<\/p>\n\n\n\n

\n\n\n\n

The technological fetish<\/h3>\n\n\n\n

The race for hardware has become a status symbol. At the show, I heard proud executives say:<\/p>\n\n\n\n

\n

\u201cWe bought servers with state-of-the-art GPUs.\u201d<\/p>\n<\/blockquote>\n\n\n\n

But when asking how these resources are being used<\/strong>, the answer was almost always vague. In many cases, the machines are idle<\/strong>, or running generic models<\/strong> disconnected from the company context.<\/p>\n\n\n\n

It's the equivalent of having a supercomputer playing music on Windows Media Player<\/strong>. (I exaggerated a little, but anyone who knows me knows I'm a bit cheeky...lol)<\/p>\n\n\n\n

\n

The hardware is cutting-edge, but the mentality is still from the last century.<\/p>\n<\/blockquote>\n\n\n\n

\n\n\n\n

AI is not a product, it is a process<\/h3>\n\n\n\n

Another common misconception is to treat AI as a software purchase<\/strong> \u2014 something you buy, install, and that's it. In fact, AI is a continuous curation cycle<\/strong>, which involves:<\/p>\n\n\n\n