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Nvidia keeps writing $2B checks across the AI ecosystem

K
Mar 12, 2026 · 07:17

Saw this breakdown of Nvidia’s latest $2B investment into Nebius, which sent the stock up about 16%. What stood out to me is that this isn’t a one-off, Nvidia has been making multiple $2B investments recently (CoreWeave, Lumentum, Coherent, Synopsys, and now Nebius).

From what I understand, these deals usually involve:

* Early access to Nvidia’s next-gen hardware
* Collaboration on AI infrastructure / “AI factories”
* Huge deployment targets (Nebius reportedly aiming for 5 GW of Nvidia systems by 2030, same as CoreWeave)

So Nvidia is basically helping finance companies that will end up buying massive amounts of its GPUs.

There seem to be two ways to look at this:

Bull case: Nvidia is accelerating the build-out of the entire AI infrastructure ecosystem while it’s still far ahead. Funding these players helps scale demand faster.

Skeptical view: Nvidia is partially financing its own future demand, infrastructure companies raise money, build clusters using Nvidia chips, and those commitments get cited as evidence of long-term demand.

Is Nvidia just strengthening the AI ecosystem, or is this a clever way of locking in future customers while the demand narrative is hot?

Source: Blossom