Nvidia in early talks to acquire or invest further in Reflection AI
Financial Times reports Nvidia is discussing a potential acquisition, increased investment, or acqui-hire of open-weight model developer Reflection AI.
Key points
- Nvidia is in early-stage discussions to buy, invest more in, or acqui-hire Reflection AI.
- The chipmaker previously acquired Hugging Face and licensed technology from Groq.
- Reflection AI recently launched Beam, a 501-billion-parameter open-weight model.
Nvidia Corp. is currently engaged in early talks regarding a potential acquisition of open-weight model developer Reflection AI Inc., according to the Financial Times. Sources familiar with the matter indicated that an agreement could be reached within weeks, though negotiations could still collapse entirely.
The Financial Times outlined several potential structures for the deal, including an outright purchase, an increased equity stake, or an acqui-hire arrangement. An acqui-hire would involve Nvidia hiring Reflection’s staff and licensing its technology without taking full control of the company, a structure that would likely avoid lengthy regulatory reviews. Nvidia could also bundle the deal with a larger supply of chips and computing power.
Recent M&A Activity
Nvidia has executed both acqui-hire and outright purchase transactions in the past year. In December, the chipmaker licensed technology from inference chip startup Groq Inc. in a deal reported at $20 billion. Groq founder and CEO Jonathan Ross joined Nvidia with other senior executives, while Groq continued operating its cloud business independently.
In September, Nvidia agreed to pay $12.9 billion for Hugging Face Inc., a straight purchase of the model hosting platform. These precedents suggest Nvidia is actively expanding its portfolio through various acquisition and partnership models.
Reflection AI Background
Nvidia is already a major investor in Reflection AI. The chipmaker led the startup’s $2 billion funding round in October 2025, bringing Nvidia’s total investment in the company to $800 million. Reflection CEO Misha Laskin told CNBC in April that the latest round closed at a $25 billion pre-money valuation.
Laskin and co-founder Ioannis Antonoglou founded Reflection AI in 2024 after working as researchers at Google DeepMind. The company has focused on coding agents and recently unveiled its first open-weight model, Beam. Beam is a mixture-of-experts model with 501 billion parameters, positioned against lower-cost Chinese open models like DeepSeek and Kimi.
Infrastructure and Compute
Reflection AI’s training for Beam ran on Nvidia GB300 systems. The startup rents this capacity from Space Exploration Technologies Corp. under a June agreement worth up to $6.3 billion. Monthly payments of $150 million cover capacity at SpaceX’s Colossus 2 data center in Memphis through 2029.
Additionally, Nebius Group N.V. agreed in July to sell Reflection another $1 billion in AI capacity. These substantial infrastructure commitments highlight the significant compute resources required for developing large-scale open-weight models.
What should you do?
Security and technology professionals should monitor regulatory filings for any formal announcements regarding the Nvidia-Reflection AI deal. Organizations using Reflection AI models should review their vendor risk assessments to account for potential ownership changes. Teams should also track any updates to model licensing terms that might accompany an acquisition.
What to do and how to stay safe: Nvidia
- Monitor official press releases from Nvidia and Reflection AI for confirmed deal structures.
- Review current licensing agreements for any Reflection AI models used in production.
- Assess supply chain dependencies on Nvidia hardware for AI model training and inference.
- Track regulatory developments that may impact AI model acquisitions in your jurisdiction.
General security guidance from the Threat Times newsroom. It is not confirmed advice from the organisations named in this story.
Frequently asked questions
What is the current status of the Nvidia-Reflection AI deal?
Nvidia is in early talks to acquire, invest more in, or acqui-hire Reflection AI, with an agreement potentially coming within weeks.
How much has Nvidia invested in Reflection AI so far?
Nvidia has invested a total of $800 million in Reflection AI, including leading a $2 billion round in October 2025.
What is Reflection AI's latest product?
Reflection AI recently unveiled Beam, a mixture-of-experts open-weight model with 501 billion parameters focused on coding agents.
