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?

The Only Job AI Can’t Take…

…Is the One You Haven’t Defined Yet There is a quiet misunderstanding shaping how most people think about artificial intelligence. It sounds reasonable, almost comforting. The idea that the future of work will be divided between manual labor and intellectual labor, and that one of those will somehow remain safer than the other. It is a clean narrative. It is also already obsolete. “The real … Continue reading The Only Job AI Can’t Take…

Lost In Translation?

Long before algorithms ruled markets or models predicted our next move, we had something else just as powerful: language. It shaped civilizations. It built religions, resolved wars, and launched scientific revolutions. And now, in 2025, it has taken on a new role. It’s not just communication. It’s command. We’ve crossed a threshold where words are not only expressive; they’re operational. You can literally talk to … Continue reading Lost In Translation?