Nvidia Corp (NASDAQ: NVDA) has struck a multibillion-dollar agreement with startup Poolside to develop a powerful open-weight artificial intelligence system. The deal positions the chipmaker to compete directly with major AI rivals including OpenAI, Anthropic, and Chinese developers DeepSeek and Kimi.

Deal Structure and Valuation

According to The Wall Street Journal, Nvidia will pay $6 billion to license Poolside’s AI technology. Additionally, the company will invest another $1 billion in the startup at a pre-money valuation of $12 billion.

The transaction involves significant talent acquisition as well. More than 100 Poolside employees, including engineers, are expected to join Nvidia. These personnel will work on the company’s Nemotron open-weight AI project.

Poolside stated that the deal aims to advance artificial general intelligence (AGI) as an open technology rather than one controlled by a few entities. Founders Eiso Kant and Jason Warner will remain outside Nvidia while continuing unspecified research work, keeping the startup independent.

Strategic Focus on Open Models

The agreement underscores CEO Jensen Huang’s growing focus on open-weight AI models. Unlike closed models, open-weight systems can be downloaded, customized, and deployed more flexibly.

Nvidia has increasingly backed open AI efforts as Chinese models gain ground. In March, the company launched its Nemotron Coalition, bringing together open-model developers to share expertise, data, and computing resources.

This move puts Nvidia in direct competition with Chinese open-model developers such as DeepSeek and Moonshot AI’s Kimi. It also potentially challenges US AI leaders like OpenAI and Anthropic.

Market Reaction

Nvidia shares closed at $214.72 on Friday, down 0.98%. The stock rose 0.31% to $215.38 in after-hours trading.

According to Benzinga Edge Rankings, Nvidia ranks in the 99th percentile for Growth and holds positive short-, medium-, and long-term price trend ratings.

What the Numbers Show

The $7 billion total commitment ($6 billion license fee plus $1 billion equity investment) against a $12 billion pre-money valuation indicates Nvidia is securing control over core technology rather than just taking a minority stake. This structure suggests a strategic priority on integrating Poolside’s engineering talent and IP directly into Nvidia’s Nemotron ecosystem to counter competitive threats from both US and Chinese rivals.

Madison Huang, daughter of Nvidia Corp. (NASDAQ: NVDA) CEO Jensen Huang, has advanced to senior director of product marketing. Her five-year rise from intern fuels succession speculation.

The South China Morning Post reported on Friday that the father-daughter appearances at the World Robot Conference in Beijing earlier this week sparked rumors of grooming for leadership.

Career Progression

According to her LinkedIn profile, Madison joined Nvidia in 2020 after completing an executive AI course at MIT Sloan in 2019. She previously spent four years in marketing at Louis Vuitton Moët Hennessy.

Her background includes a culinary arts degree from The Culinary Institute of America and pastry credentials from Le Cordon Bleu in Paris.

Her brother, Spencer Huang, followed a similar trajectory. He joined Nvidia in 2022 from Taiwan’s hospitality industry and became director of product management in March, per his LinkedIn profile.

Succession Context

Nvidia faces investor scrutiny over key-man risk with a valuation near $5.20 trillion. Jensen Huang, 63, has publicly stated he has no formal succession plan and intends to lead until the last day of his life.

The company has issued no official statement on leadership transition. Huang previously described his resilience as partly stemming from an ability to forget the last moment, a mindset he shared at UC Berkeley’s Haas School of Business in 2023.

Stock Performance

Nvidia stock has gained 20.64% over the past 12 months. The shares trade between a 52-week high of $236.54 and a 52-week low of $164.07.

Benzinga’s Edge Stock Rankings assign the large-cap stock a Growth score of 99.19, indicating a positive price trend across all time frames.