Nvidia is discussing a deeper deal with Reflection AI, from more investment or computing support to a possible acquisition, according to reports published on October 10. The talks are preliminary. No terms have been agreed, and they could still fall apart.

The choice matters beyond one startup. Nvidia sells the chips and computing power AI developers need. A closer relationship with Reflection could also give the chipmaker a stronger foothold in the open-model business.

Three possible paths, no deal assured

Bloomberg reported that discussions could include a larger Nvidia investment or computing power for Reflection. Reuters, citing the Financial Times, reported that the options could also include:

  • A full acquisition of Reflection.
  • An “acqui-hire,” in which Nvidia hires staff and licenses technology rather than buying the whole company.

These options would create different levels of commitment. More funding or computing support would deepen the existing relationship. An acquisition would give Nvidia ownership of the company and its technology. An acqui-hire would focus on the team and licensed technology without a full purchase.

Reuters, citing the Financial Times, reported that Nvidia had previously invested $800 million in Reflection. Neither company had announced a deal when the reports appeared. Nvidia did not immediately respond to Reuters’ request for comment, and Reflection declined to comment to Bloomberg.

Reflection’s model already runs on Nvidia hardware

Reflection introduced its Beam open-weight model on October 5. The company says its training used:

  • A cluster of 6,144 Nvidia GB300 GPUs for pretraining.
  • 10,500 Nvidia GPUs for a separate reinforcement-learning stage that lasted four weeks.

Those figures come from Reflection and have not been independently audited.

Nvidia is already a hardware supplier to a model developer it may now fund more heavily, support with computing, or seek to own. The reports do not establish which option Nvidia prefers, or whether an agreement will happen.

The central question is how close Nvidia will get to Reflection: more investment or computing support, a deal focused on the team, or full ownership.

For US AI businesses, the distinction matters. A purchase would bring Nvidia closer to developing a model company’s technology. More investment or computing support would tie the firms together without transferring full ownership. For now, no deal has been announced.

Bloomberg reported on the investment and computing discussions. Reuters relayed the Financial Times report on acquisition and acqui-hire possibilities. Reflection’s Beam announcement describes the model’s reported training setup.