The Financial Times reports that Nvidia is in early-stage talks to acquire Reflection AI or deepen its investment in the open-weight model developer. The discussions have not produced an announced agreement, and both companies declined to comment.
Several structures are reportedly under consideration. Nvidia could pursue a full acquisition, hire some of Reflection’s staff and license its technology in an acqui-hire, make another equity investment, or provide more chips and computing power. People familiar with the talks told the FT that a deal could be reached within weeks, but warned that the discussions could still fall apart. Terms have not been established.
What Nvidia could gain
Reflection develops open-weight AI models, whose parameters can be customized and run on a customer’s own hardware. That approach can give companies more control over deployment and cost than closed, hosted systems.
The startup’s founders, Misha Laskin and Ioannis Antonoglou, previously worked on Google’s Gemini models. Reflection recently released its first public customizable model, which runs on Nvidia chips. The company claims that model performs on par with Z.ai’s GLM-5.2, but the report does not provide an independent evaluation of that comparison.
Nvidia already has its own Nemotron family of open-weight models and has pushed for a stronger domestic ecosystem around the technology. A deal with Reflection could give Nvidia a direct stake in a frontier-scale model effort, an area where the FT says Nvidia lacks a model of its own. That strategic logic is context, not confirmation of why the companies entered talks.
Why Reflection matters
Reflection was valued at $25 billion in a March funding round, according to the FT. Nvidia has already invested $800 million, making it one of the startup’s largest shareholders.
The company is also positioned as a US competitor to Chinese open-weight developers such as DeepSeek. It has worked with the Pentagon and the Department of Energy and has agreements to develop AI models for US allies, including South Korea. Those relationships help explain Reflection’s strategic profile, but the only reported development is that talks are under way and remain uncertain.
