Nvidia, the Santa Clara chipmaker at the center of the AI boom, is in talks to either acquire Reflection AI or expand its investment in the startup, the Financial Times reported Saturday, citing people with direct knowledge of the discussions. Neither company has announced a deal.

What is on the table

According to the FT report, as summarized by Benzinga and Reuters via CNA, the talks are at an early stage and could take several shapes. Nvidia could buy the company outright. It could do an "acqui-hire," hiring Reflection's staff and licensing its technology, a structure that tends to draw less regulatory scrutiny than a full takeover. Or it could simply take a larger stake and supply the startup with more chips and computing power. Benzinga reported that the FT said a deal could come together within weeks.

Why Reflection matters

Reflection AI builds open-weight models, meaning the trained model files are released so companies and governments can run and customize them on their own hardware. The FT described it as a lab the Trump administration hopes will rival cheap Chinese open models. Earlier this week, Reflection previewed Beam, its first model for writing code and working with software tools, and said it plans to publish the model's weights under an Apache 2.0 license later in October.

The startup was valued at $25 billion in its most recent funding round, according to Benzinga, with backers including Sequoia Capital, DST Global, Lightspeed and 1789 Capital alongside Nvidia, which is already an investor.

The Bay Area angle

For Nvidia, the logic is straightforward: organizations that run open models themselves need their own computing power, and much of that runs on Nvidia GPUs. Owning a leading Western open-model lab would give the company more control over that pipeline. It would also raise an awkward question for the chipmaker, since owning a model developer could put it in competition with some of the AI labs that are its biggest customers, many of them headquartered a short drive from its Santa Clara campus.

Any full acquisition at that valuation would be one of the largest AI startup deals to date. For now, the talks remain unconfirmed by either company, and they could end with nothing more than a bigger check.