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AI isn’t just automating jobs. It’s creating new layers of human work

As leaders, we need to make that effort visible, measurable, and safe.

As I said in previous articles, executives like to say they’re “integrating AI.” But most still treat artificial intelligence as a feature, not a foundation. They bolt it onto existing systems without realizing that each automation hides a layer of invisible human work, and a growing set of unseen risks. 

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I'm Augusto de Paula Júlio, creator of Tech Next Portal, Tenis Portal and Curiosidades Online, a hobby tennis player, amateur writer, and digital entrepreneur. Learn more at: https://www.augustojulio.com.