Roman Cherning is Co-Founder and CBO of Nebius ($57BN market cap AI infrastructure provider). He discusses the future evolution of AI infrastructure beyond raw tokens into agentic task execution platforms.
“So this is the next layer when developer would maybe not even think in terms of particular, you know, types of the tokens, but things in terms of end-to-end execution of their task.”
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More from Roman Chernin
PredictionNot checkable as stated
Chernin: AI infrastructure is not a bubble, capacity will scale 10-100x
“No, I don't believe it's a bubble. I mean, Define the bubble. Do I believe that we will need tens or hundreds times more to build? I fairly believe.”
Roman CherninJun 8, 2026▶ 1:47Nebius Co-Founder on AI Infrastructure Bubbles | How Price Elastic is Demand for Compute · 20VC with Harry Stebbings
Insight
Chernin: Bare metal AI compute has only a dozen global customers
“On bare metal level, you have maybe a dozen of the customers in the world that you can work with. On managed infrastructure, there are hundreds. On inference, there are thousands. On agentic, there will be tens of thousands of new developers that build it, rig…”
Roman CherninJun 8, 2026▶ 20:08Nebius Co-Founder on AI Infrastructure Bubbles | How Price Elastic is Demand for Compute · 20VC with Harry Stebbings
PredictionOpen · timeframe Jun 2031
Chernin: Future AI compute demand will be driven by traditional enterprises
“We believe long-term better positioning for going to enterprises where we believe eventually a lot of demand will come from. Again, now most of our segment is working. It's AI natives working with AI natives, but we have a huge economics, a huge market of ente…”
Roman CherninJun 8, 2026▶ 33:34Nebius Co-Founder on AI Infrastructure Bubbles | How Price Elastic is Demand for Compute · 20VC with Harry Stebbings
PredictionNot checkable as stated
Chernin: AI model progress is far from hitting a scaling wall
“I'm a believer that we're quite far from the wall and we will see a lot of like models improvement happening. I think that what we also see is much more new, like modalities and specialized models coming in game.”
Roman CherninJun 8, 2026▶ 40:00Nebius Co-Founder on AI Infrastructure Bubbles | How Price Elastic is Demand for Compute · 20VC with Harry Stebbings
Disclosure
Chernin: Nebius had its best sales week during DeepSeek market selloff
“So I remember that Nebel stock went down 40% in one week or so in February, I think it was February or March, 20, 24, or 2025. And anecdotal story, the same exact week, we probably had the best week in sales.”
Roman CherninJun 8, 2026▶ 9:23Nebius Co-Founder on AI Infrastructure Bubbles | How Price Elastic is Demand for Compute · 20VC with Harry Stebbings
Insight
Chernin: Cheaper AI intelligence drives higher compute consumption via Jevons paradox
“Every time we got intelligence cheaper. This, the same unit of intelligence cheaper. We are not reducing the consumption, but we increasing the consumption because we can just Solve more complex tasks with the same budget, or we can finally economically viably…”
Roman CherninJun 8, 2026▶ 10:31Nebius Co-Founder on AI Infrastructure Bubbles | How Price Elastic is Demand for Compute · 20VC with Harry Stebbings
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