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Mikhail Polyakov

Nvidia is in talks to buy Reflection AI or increase its stake: what is known and what to check if you build your work on open models

Level: BeginnerReading time: 6 min

Topics: AI, Small business

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Short answer: according to a Financial Times report of October 10, 2026, as retold by Yahoo Finance, Nvidia is in early talks either to increase its investment in Reflection AI or to buy the startup outright. Nvidia has already put $800 million into it. A deal, as the report says, could happen within weeks, but the talks could also fall apart. The price has not been named, Reflection declined to comment, and Reuters said it could not confirm the information. I could not open the full text of the Financial Times: it is closed to reading, so below is only what other outlets have retold. For a small company, the main question is what will happen to the open model you build your work on if its creator changes owner. Below are the facts, an explanation and three checks.

What is known

This is a retelling of materials from Yahoo Finance (author Gian Estrada, October 11, 2026) and a Reuters headline. I do not have access to the text of the Financial Times itself.

  • What the FT reported. Nvidia is in early talks either to deepen its investment in Reflection AI or to buy the company outright. The outlet's source: people familiar with the matter.
  • How much has been invested. Nvidia has already put $800 million into Reflection.
  • Timing. A deal could happen within weeks, but, as the retelling says, the talks could fall apart.
  • What is missing. The purchase price has not been named. Reflection declined to comment, and Reuters said it could not verify the report. There is neither confirmation from Nvidia nor an announcement of a deal in these materials.
  • What the options are. The retelling describes three possible paths. First: a full purchase, which, in the author's assessment, is more likely to trigger a lengthy regulatory review. Second: hiring Reflection's staff with a license to its technology without buying the company (an "acqui-hire"). Third: a new investment of money or the supply of more chips and computing capacity. This is the retelling author's breakdown of the options, not the words of the parties.
  • What the company is. On Monday Reflection launched its first open-weight model, Beam, for programming and agent tasks. According to the retelling, it is aimed at competing with cheaper Chinese models such as DeepSeek and Kimi. On the company's valuation: its head Misha Laskin told CNBC in April that the startup was raising money at a $25 billion pre-money valuation. The retelling calls this the last named valuation, and the closing of that round is not confirmed in it.
  • What Nvidia has. According to the same retelling, it already has its own family of open models, Nemotron, and a purchase would expand its model business.

What an "open model" means

An "open-weight model" means that the file with the parameters of a trained neural network can be downloaded and run on your own hardware, rather than only used through the company's service. This is not the same as fully open code: the terms of use differ for each model and depend on the license the author chooses. So a change of owner matters for the license, support and future versions, but by itself it does not take away files you have already downloaded.

What happens if the deal goes through

There are no sources on this. None of the materials says how a new owner would treat the license and future versions of Beam, whether Reflection's team would remain the same under any of the three options, or whether a deal will happen at all.

So it is sensible not to conclude "the open model is now closed" or "now it is better", but to prepare the company for both cases.

Three checks for a company that uses an open model

These are my suggestions, not data from the materials.

  1. Which license, and who holds a copy. The license terms for the version you use are saved together with the model files.
    • Who does it: the person responsible for IT, together with a lawyer.
    • How to check: the project folder holds the model file, the text of the license as of the download date and a record of where they were downloaded from. Ask a colleague to find them within 10 minutes. Separately, a lawyer reads the license and confirms in writing that it permits your way of working: commercial use, running on your hardware or in your cloud, and fine-tuning if you need it.
  2. Whether the model can be replaced. If the supplier changes the terms or stops releasing updates, the work must continue.
    • Who does it: the person who configures the system.
    • How to check: on a test copy that is not accessible from the internet, replace the model with another suitable one and run 20 typical requests. Compare the results and the running time. If the system broke, you have found a hard dependency.
  3. What the contract says, if you pay for cloud access. If you use the model through a paid service rather than on your own side, the terms depend on the contract with the service.
    • Who does it: the manager who signs the contract.
    • How to check: the contract has a notice period for changes of terms and a right to terminate without a penalty. If there is no notice period, record it as a risk.

What it costs

A calculation with hypothetical numbers, substitute your own. Suppose that saving the files and the license takes an employee an hour, a trial replacement of the model with a run of 20 requests takes four hours, reading the contract takes another two, and a lawyer spends three hours at 4,000 rubles on the license and the written opinion. An employee costs 1,500 rubles an hour: 7 × 1,500 = 10,500 rubles, plus 3 × 4,000 = 12,000 rubles for the lawyer, 22,500 rubles in total, once. Compare this with the price of a forced urgent rework if the model disappears from the service tomorrow. If you cannot name that price, estimate it before choosing a supplier.

When this does not concern you

If you use a ready-made chatbot by subscription and do not build your own process on a model, the points above are hardly needed by you, but it is worth finding out from the supplier which model the service is built on: the materials do not say whether any ready-made product uses Reflection's models. The points above are needed by those who have tied a working process to a specific model.

Summary

On October 10, 2026, the Financial Times reported that Nvidia is in early talks to buy Reflection AI or increase its investment. Nvidia has already invested $800 million, the price has not been named, the talks could fall apart, and there is no confirmation from the parties. I did not open the full FT text. Until a deal is announced, companies with open models should save the files and the license, check that the model can be replaced and read their contracts.

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