Why AI Governance Is No Longer About Controlling Outputs, But Entire Systems For a while, the problem of artificial intelligence seemed relatively contained. Models generated answers, some brilliant, some flawed, and the risk could be summarized in a single, almost harmless phrase: “saying the wrong thing.” It was a problem of language, of content, of accuracy. Today, that framing feels outdated. With the rise of … Continue reading Orchestrating Intelligence
… It Stops Being Magic and Starts Being Power It reads like a minor corporate update, the kind of post that floats through LinkedIn and disappears by lunch. ElevenLabs announces that its AI voice agents can now be insured. A certification, AIUC-1, validates safety, reliability, and security. Five thousand adversarial simulations. Enterprise readiness. Faster deployment. The language is procedural, almost dull. And yet, this is … Continue reading When AI Becomes Insurable…
Why AI Will Need a Ledger Before It Thinks Again Far from being about a James Bond movie, this is pertaining to a very hot topic for those who are following the AI industry development and especially about business models. To get started, let us go back to about 18 months ago, when I first got introduced to Thomas Malone in a virtual classroom at … Continue reading Licensed to Learn
Back in 2017, I wrote about Sophia, the humanoid robot who became a Saudi citizen. Yes, for those who don’t remember or didn’t know, it happened. It felt absurd, but important. Sophia showed us what happens when machines cross into spaces once reserved for humans. She was theater, yes—but theater that changed the debate. Now, in 2025, the theater has become reality. Albania has appointed … Continue reading From Sophia to Diella
The Quiet Emergency Behind the AI BoomEveryone is excited about AI breaking records, writing code, designing new medicines, and maybe even thinking like us. But there is one big problem growing behind all of this: electricity. For example, training GPT-3 used 1,287 megawatt-hours of energy—enough to power 100,000 homes. Every time someone asks ChatGPT a question, it uses about five times more electricity than a … Continue reading AI Wants to Eat the Grid: Will Humanity Feed It or Fry First?
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