The Strange Thing Companies Are Learning From Thousands of AI Agents

The hardest part of deploying AI at scale is turning out not to be intelligence. It is getting organizations to stop working against themselves. Thirty thousand AI agents sounds like the kind of sentence Silicon Valley likes to throw around before reality catches up. Except reality may already be catching up. Prosus, the global technology and ecommerce group, recently said it has deployed more than … Continue reading The Strange Thing Companies Are Learning From Thousands of AI Agents

The Singularity Needs a Legal Address?

… Apparently so. For those who remember, in 2017, Sophia walked into the future wearing a humanoid face and carrying a Saudi passport. Was that the absurdity or was it also the point? When I wrote about Sophia becoming a Saudi citizen, the obvious question was not whether the robot was truly intelligent. It was whether we understood what we had just symbolically done. If … Continue reading The Singularity Needs a Legal Address?

Orchestrating Intelligence

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 Today, that framing feels outdated.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

When AI Becomes Insurable…

… 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…

Reid, You’re Right:…

… AI Won’t Need Bank Accounts—Because It’s Rewriting the Economy Itself There is a quiet assumption embedded in the architecture of the internet: that somewhere behind every transaction, there is a human deciding. That assumption is starting to break. In your recent piece, “Should we give AI a bank account?”, Reid Hoffman you don’t just suggest a shift—you outline a rupture, not software getting better … Continue reading Reid, You’re Right:…