Rowan Stewart

For most of the AI era, we’ve treated human approval as the safest way to give AI access to the real world. An agent wants to use a tool? Allow. It wants to run a command? Allow. Send an email? Allow. Access another system? Allow. That made sense when agents were copilots sitting beside us, helping with one task at a time. It makes a lot less sense for the new generation of personal agents being designed to work continuously in the background. OpenClaw gave us an early glimpse of this model.

Why are people gathering for the weirdest things? There is something sort of comforting about knowing that, in the right circumstances, hundredsof people will abandon whatever they’re doing to join others for the most random reasons. Due to our online world, people have never been more connected, yet we find ourselves gathering in crowds for simple, basic events that have a viral impact online.

Every AI initiative you ship, every personalization campaign you launch, and every new data use case depends on one question: can I use this data, right now, for this purpose? AI and rich consumer data are handing businesses more growth opportunities than ever, but capturing that value takes new tools built for speed and certainty. Today, nothing answers that reliably, quickly, or at scale.