I'm really looking forward to talking about your journey, the future of AI authentication, and how you turned that vision into a company helping people around the world know what is real.

I mean, the motorbike story is actually true, but it a- it goes back well beyond it, um, well before it, 'cause I grew up in India.

Uh, and, um, you know, my, my dad worked for the government.

He's only ever had one job, which was in the s- in the '70s up to the '90s.

It was the most stable thing to do, get a government job, and, you know, b- bide your time and keep putting the effort, and then you keep rising up the ranks.

But that was, in I- by Indian standards, that was a total middle class upbringing.

Um, so we were just regular people.

But what was the hardest part of convincing people that AI could authenticate physical goods better than a human eye but back in the early days?

Like, then it had a name.

That's exactly right, yeah.

I think it was, it fundamentally or thematically, it went from looking at differences between things to commonality between things, right? And then building two classes of, of this is different from this, but in this, there's a, in one class, there's a lot more similarity than differences.

And what, is it actually true? Is that, is this...

Again, this was another theoretical concept, right? So we had to validate it, so we actually built a product, a very basic technology.

And we did it with, uh, LV, uh, with Louis Vuitton handbags.And wallets and a bunch of things.

We're like, "Hey, they all have a certain standard.

But how can people find you, follow you, learn more about Entrupy, the whole thing?