Where do we, humans, stand? The first AI courtroom controversy was about transparency. The real disruption begins later, when machines are trusted enough to argue, decide, and appeal, and humans must redefine what professional value and justice actually mean. The artificial lawyer had barely started speaking when the judge interrupted. “Hold on. Is that counsel for the case?” It was not. The man appearing before … Continue reading Agent Lawyer, Agent Judge
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
… 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?
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 Today, that framing feels outdated.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
…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…
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