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Nvidia Signals “Largest-Ever” OpenAI Investment, Deepening the AI Capital Loop

by Team Lumida
February 2, 2026
in AI
Reading Time: 3 mins read
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Nvidia CEO Reveals Secrets Behind AI Domination Amidst Fierce Competition

Source: CNBC

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Key takeaways

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  • NVIDIA CEO **Jensen Huang said the company will participate in OpenAI’s latest funding round and called it potentially Nvidia’s “largest investment” ever.
  • Huang said Nvidia’s contribution will not be anywhere near $100B, pushing back on reports suggesting internal skepticism around a prior nonbinding $100B plan.
  • The move adds fuel to investor concerns about “circular” AI financing—tech firms investing in AI customers that then purchase their products—potentially inflating demand signals.
  • OpenAI is reportedly seeking up to $100B at a valuation range cited around ~$750B–$830B, with Amazon, Microsoft, and SoftBank among parties in discussions.

What Happened?

While in Taipei, Jensen Huang confirmed Nvidia will invest in OpenAI’s upcoming financing round, describing the commitment as “huge” and potentially Nvidia’s largest investment to date. He rejected suggestions that Nvidia is unhappy with OpenAI and clarified the investment will not approach $100 billion. The comments follow reporting that Nvidia’s earlier, nonbinding plan to invest up to $100B in OpenAI had faced internal doubt. The funding effort is part of OpenAI’s broader push to finance massive AI infrastructure, including large-scale data center capacity built around Nvidia chips.

Why It Matters?

This underscores how capital formation in AI is increasingly intertwined with supply chains: Nvidia (the dominant AI chip supplier) funding OpenAI (a major chip buyer) can be viewed as strategically reinforcing demand, but it also raises questions about whether reported AI demand is being subsidized by ecosystem financing. For investors, the key issue is signal quality: are chip orders driven by end-customer monetization and sustainable unit economics, or by a feedback loop of vendor-backed financing? If markets begin to discount “circular” demand, AI infrastructure valuations—and the multiples attached to AI beneficiaries—could become more sensitive to transparency around who is ultimately paying for compute.

What’s Next?

Watch for disclosure around OpenAI’s final raise size, valuation, and who leads the round, because that will determine how much external capital (vs. strategic supplier capital) is underwriting AI buildout. Track follow-on deals like Nvidia’s expanded investment in CoreWeave, which may amplify concerns about supplier-funded demand. Finally, monitor whether this funding translates into concrete infrastructure commitments (data center capacity, power procurement, chip purchase agreements) and, critically, whether OpenAI’s product monetization pace can justify the scale of capital being pulled forward.

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