Every Technology Wave Builds A Trust Layer. AI Is Building Its Now.

Forbes contributors publish independent expert analyses and insights.

'Lloyd's of London is over 300 years old. It was built to insure ships in oceans no one trusted. The Lloyd's of AI hasn't been built yet, but it's coming.

Trust institutions rarely show up first. They arrive late, after the technology has already broken something.

For example, the Big Four accounting firms were all founded around 1850. That timing is not an accident: the industrial revolution had produced firms too large and too complex for owners to verify directly, and a new profession emerged to do the verifying. Independent auditors became the trust layer that made modern capital markets possible.

Underwriters Laboratories emerged because electrification was powerful, useful, and occasionally catastrophic. The certificate authorities that quietly run SSL only existed because e-commerce demanded a way to know the site asking for your credit card was real. And of course, Lloyd's of London began as a coffeehouse where shipowners tried to price risks they could not see.

AI is presently in this gap. Yes, the technology is being adopted. But it is creating a new surface area of risk. To remedy it, a new verification layer is emerging, and I think it's the most important venture category nobody is talking about yet.