Nvidia in talks to buy or expand investment in Reflection AI, FT reports

O que a FT apurou

Nvidia is in talks to deepen its investment in Reflection AI or to buy the startup outright, according to a Financial Times report published on Saturday, October 10, 2026, based on sources with direct knowledge of the matter. The information was carried by Reuters on October 11 and was not independently confirmed by the agency; Nvidia and Reflection AI did not respond to requests for comment outside business hours.

The talks are at an early stage and a final deal may not materialize. According to the FT, the shape of the deal is still open: it could range from a bigger stake to a full acquisition, with a possible agreement in the coming weeks if the parties move forward.

One of the formats under discussion is the so-called acqui-hire, in which Nvidia would hire Reflection AI's team and license its technology without formalizing a full acquisition. This structure tends to avoid a longer regulatory review, which explains why this kind of arrangement has become common in AI deals between large infrastructure providers and model startups.

Quem é a Reflection AI e por que ela importa

Reflection AI was founded in 2024 by Misha Laskin and Ioannis Antonoglou, former researchers at DeepMind (Google's AI lab). The company builds tools that automate software development, one of the fastest-growing uses of AI in the market: coding assistants and agents capable of carrying out complex programming tasks without constant supervision.

Nvidia is already a strategic investor in the company: according to the FT, it put in $800 million in Reflection AI even before the current negotiations. In April 2026, CEO Laskin told CNBC that the startup was raising a new round at a pre-money valuation of $25 billion, which shows the market's appetite for code-focused AI companies even before any signal of a sale.

On Monday, October 5, 2026, Reflection AI launched Beam, its first open-weight model, aiming to compete in coding and agent tasks directly with the low-cost Chinese models DeepSeek and Kimi. It is this asset, a competitive open model for programming, that makes the company a relevant target for Nvidia.

Por que a Nvidia quer essa peça do tabuleiro

Nvidia dominates the hardware that trains and runs AI models, but has historically depended on third parties for the software that makes up the model and tooling layer. Controlling (or at least closely influencing) a startup that produces open code models is a vertical integration move: the company stops just selling the GPU and gains a direct stake in the model that runs on top of it.

This kind of consolidation is not isolated. The race for low-cost open models, driven by DeepSeek and Kimi, has pushed Western companies to respond with competitive open products, and investing in or buying someone who already has a ready model is faster than building one from scratch. For Nvidia, this also means reducing dependence on outside partners to validate the use of its own GPUs in code model inference scenarios.

O que muda para quem desenvolve no Brasil

Open-weight models like Beam are the most viable path for Brazilian teams to run AI locally, whether due to API cost, compliance requirements that prevent sending code to third-party services, or bandwidth limitations in corporate environments. When a hardware giant like Nvidia comes to control (through a significant stake or acquisition) the company behind one of these models, the future path of licensing and pricing for that model stops being a decision made by the startup alone.

Em resumo: the practical risk for developers here is twofold. First, the possibility that a model that is open today becomes less open, more expensive for commercial use, or tied to optimizations that only work well on Nvidia hardware. Second, the reinforcement of a pattern in which access to cutting-edge AI for code increasingly depends on a handful of companies with the capital to buy whoever gets there first, which narrows the options for anyone building an AI stack without depending on a single supplier.

On the other hand, if the deal goes the acqui-hire route instead of a full acquisition, the Beam model could continue to exist independently while Nvidia absorbs only part of the team and the technology, a less disruptive scenario for anyone already using or planning to adopt the model in production.

O que ainda está em aberto

Neither side has publicly confirmed the negotiations, and the FT itself, according to Reuters, cautions that the talks may not result in any deal at all. There are no details about the deal's value, the stake Nvidia would seek if it opts to increase its investment, or what would happen to Beam's open license under any of the scenarios discussed.

For those following the open code-model market in Brazil, the concrete development to watch in the coming weeks is whether Reflection AI keeps Beam under an open license regardless of how the negotiations end, and whether Nvidia signals any usage condition tied to its own hardware ecosystem.