Nvidia has introduced a new initiative to provide artificial intelligence startups with access to high-performance computing infrastructure through a revenue-sharing and credit-support model. The program aims to alleviate the financial challenges faced by emerging AI firms that require expensive computing resources. Under this arrangement, AI cloud providers will offer services powered by Nvidia technology, allowing the company to generate revenue from hardware sales and a share of the providers' future earnings.

The Jensen Huang-led company announced on Wednesday that several cloud providers are participating in the initial rollout. These providers will build AI infrastructure using Nvidia's DSX data center platform. The initiative is part of Nvidia's broader strategy to expand its AI ecosystem by investing in cloud and data center partnerships, thereby helping emerging AI companies adopt its processors.

Sharon AI and Firmus are among the first cloud providers to join the program. Sharon AI plans to deploy up to 40,000 Nvidia Grace Blackwell GB300 GPUs. Meanwhile, Firmus is developing a DSX AI factory campus in Batam, Indonesia. These partnerships are designed to broaden the use of Nvidia's technology amid growing demand for AI computing.

Nvidia's AI Push Divides Experts

Nvidia's commitment to AI startups includes significant investments. The company reportedly committed more than $40 billion to AI investments in early 2026. This includes a $30 billion stake in OpenAI, alongside multi-billion-dollar investments in Corning Inc. and IREN Ltd.

The strategy has drawn mixed reactions from market experts. Critics, including investor Michael Burry, have raised concerns about the circular nature of these investments, suggesting capital is circulating within the same firms. Burry dismissed optimism about Nvidia, calling its apparent strength "all Fugazi" following comments by CNBC commentator Jim Cramer about obscured GPU costs.

Supporters of the strategy, such as Futurum Group CEO Daniel Newman, have lauded Nvidia's approach. Newman argued that the investments enable the company to grow larger and generate more cash flow, countering claims of circular financing by labeling it "prudent investing."

Blumenthal Nordrehaug Bhowmik De Blouw LLP filed a class action complaint alleging that Nvidia Corporation violated the California Labor Code by failing to provide legally required meal and rest periods to employees. The lawsuit, Case No. 26CV494054, is currently pending in the Santa Clara County Superior Court of the State of California. The filing raises concerns about potential financial liabilities for Nvidia Corporation related to unpaid wages and penalties.

The complaint alleges that Nvidia Corporation required employees to work during their meal periods and failed to provide thirty-minute off-duty meal breaks. Employees were allegedly not fully relieved of duty during these periods. Additionally, the lawsuit claims that employees worked more than five hours during some shifts without receiving a meal break and were denied a second off-duty meal period during shifts exceeding ten hours. The complaint further alleges that Nvidia Corporation engaged in the practice of rounding meal period times to avoid paying penalties, resulting in employees forfeiting breaks without additional compensation.

Key Allegations

The lawsuit outlines several specific violations of the California Labor Code:

• Failure to provide thirty-minute off-duty meal breaks.
• Requiring employees to work more than five hours without a meal break.
• Denial of a second meal period for workdays exceeding ten hours.
• Rounding meal period times to avoid penalty payments.
• Failure to reimburse employees for business expenses, specifically the use of personal cellular phones for job duties, in violation of Cal. Lab. Code § 2802.

Case Details

Blumenthal Nordrehaug Bhowmik De Blouw LLP is an employment law firm with offices in San Diego, San Francisco, Sacramento, Los Angeles, Riverside, and Chicago. The firm focuses on representing employees, investors, and consumers in matters involving unfair business practices, including violations of the California Labor Code and the Fair Labor Standards Act.