Nvidia Puts $3 Billion Into Meta’s Record Equity Offering

Key Points

1. Nvidia is investing $3 billion in Meta's equity offering while deepening their AI partnership.
2. Meta raised the offering to $97.5 billion, the largest fundraising in the company's history.
3. The deal ties Meta's Muse assistant more tightly to Nvidia's chips and software tools.

The latest:

Nvidia will invest $3 billion in Meta’s equity offering and expand its work with the Facebook parent on the Muse AI assistant and related models, the two companies said Tuesday. Meta earlier the same day raised the size of that offering to $97.5 billion as it accelerates spending on AI infrastructure.

Details:

• The investment: Nvidia’s $3 billion stake purchase comes through Meta’s equity offering rather than a separate private placement, according to Reuters. The companies framed it as a deepening of an existing partnership built around Meta’s Muse models and agents, which already run on Nvidia infrastructure.
• The fundraising: Meta increased the equity offering to $97.5 billion earlier Tuesday, Reuters reported, making it the largest fundraising in the company’s history. The company tied the raise to accelerating investment in AI infrastructure. Neither company disclosed what share of Meta’s equity the Nvidia investment represents.
• The technical work: Muse models and agents will work more closely with Nvidia to improve performance and reduce costs, the companies said. The arrangement keeps Meta’s flagship consumer AI product running on the chipmaker’s hardware at a moment when inference costs are a central constraint on scaling assistants to a mass user base.
• What Muse is: Muse, known internally as Hatch, sits at the center of CEO Mark Zuckerberg’s plan to deliver what he has called “personal superintelligence” to the billions of people who use Meta’s services every day. It is the consumer-facing endpoint for the infrastructure spending the equity raise is meant to fund.
• How it works: Muse is modeled on the open-source AI agent OpenClaw and can access a user’s email, calendar, payments, health, shopping and smart-home applications, according to Reuters. Meta said users can revoke that access at any time. The breadth of permissions makes the assistant unusually deeply embedded in personal accounts.
• The software track: The two companies may also explore broader work on Nvidia’s OpenShell framework, including using it to roll out software safely, Reuters reported. That would extend the partnership beyond chip supply into the deployment layer of Meta’s AI stack.
• Agent monitoring: A further area under discussion is Sentry, an Nvidia tool for monitoring how AI agents behave. For an assistant with standing access to payments and health data, behavioral monitoring addresses a risk category distinct from model accuracy. The companies did not set a timeline for adopting either tool.
• The relationship: The announcement converts a supplier relationship into a capital one. Nvidia already sells Meta the infrastructure Muse runs on; the equity purchase gives it a direct financial position in the company buying that infrastructure.

Between the lines:

Nvidia buying into the equity offering that funds Meta’s AI infrastructure means part of the $3 billion can return as chip purchases. The same dynamic explains the joint focus on cutting costs: with Muse aimed at billions of daily users, per-query compute expense determines whether the product scales, and both companies have a stake in the answer.

What’s next

Watch for the closing terms of the $97.5 billion offering and the resulting stake size, and for any announcement that Meta has committed to OpenShell or Sentry rather than merely exploring them.