Roman Chernin
speaker
1,558 appearances
3 recordings
3 series
first heard May 2026
last heard 7 Jun
Roman Chernin’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 3 in all, peaking in Jun 2026 with 2.
Appearances
And honestly, we have maybe one use case that works out of so many of use cases.
The one use case that works like coding, everybody's talking about coding, started working like maybe a few months ago just.
Like let's put it in the perspective.
We just few months from the moment when we've got maybe first use case that's works in the scale and we start seeing it's applying here and there.
I think we'll see obviously many, many, many more.
use cases, we will see much more adoption.
I think that what we see yet is if you take every single company in the world, maybe outside of the fastest moving startups, before the show we were speaking with like who is moving fast enough or not fast enough, right?
So maybe there are some exceptions, but
I think if you take any company in the world today and you will look at the AI adoption there, you will actually see that they start using AI in a first percent of the volume, in the first percent of the use cases.
So if you take any large company, even pretty advanced technologically, you will see that they're just starting.
And I'm taking from that that we're only beginning.
Even if you don't believe in what Musk says about everything in the future space and so on, just practically from enterprise adoption, it's just the first steps.
Yeah, so first of all, I think that it's not in the future, it's already in the present.
Again, what we see in a lot of examples at the moment when our customer or the product builder gets to the scale, they start looking to the ways to improve the economics or accelerate the growth and so on.
And this is the way when a lot of them start to look to alternative models.
So the best way to build today is obviously to build on the frontier models from great providers like OpenAI and Tropic Google, because they actually provide, and that's true, they provide you the best, best capabilities in the world.
But then when you figure it out, the use case, when you start seeing adoption, when you see the customer data loop,
You maybe can find the cheaper or even not cheaper, but more quality, high quality way to serve the same use case.
Maybe you don't need the best in the world universal model, but you can create.
create the specialized model that in your particular case will work even better.
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