Market participants have previously worried that Nvidia whose processors form the backbone of the global artificial intelligence infrastructure might be inflating an industry bubble via circular financing arrangements, such as equity investments in key clients like CoreWeave Inc.
Initially, debt markets reacted with anxiety regarding the chipmaker’s potential exposure to increased leverage. However, those concerns subsided after CEO Jensen Huang confirmed that Nvidia’s financial backing would cap at 25% per opportunity, with each project subject to individual evaluation.
Even before Nvidia’s massive $500 billion financing initiative, investors were already growing uneasy about roughly $70 billion in off-balance-sheet “phantom liabilities” tied to major AI companies. These hidden exposures threaten to surface at the least opportune moment.
Nvidia is poised to offer tens of billions in residual value support for debt deals fueling the AI boom. This allows firms to leverage Nvidia’s stellar credit rating to keep customer costs down.
These backstops boost sales to AI firms and clients without adding debt to their own balance sheets for giants like Nvidia and Broadcom. The stock trades at a remarkably low forward multiple relative to its explosive earnings growth despite these structural concerns—and Jensen Huang’s clarifications that Nvidia’s direct backing will be capped and evaluated per project
.Trading well above the historical $200 psychological mark (hovering around the mid-$220s), bulls argue that massive hyperscaler capital expenditures (from companies like Alphabet and Meta) anchor Nvidia’s valuation in concrete enterprise revenue rather than pure speculation. Meta Platforms pioneered this structure for data centers, noting in regulatory filings that payments under Residual Value Guarantees (RVGs) were “not probable,” meaning no liability was recorded.
Broadcom applied the concept directly to chip financing by backstopping Anthropic PBC, linking its exposure to the customer’s actions while Meta’s backstops only trigger if Meta itself walks away from a data center early.
Proponents argue these risks are remote because chip demand is expected to outpace supply for years. The debt amortizes over time, lowering the residual value exposure, and the risk sits with companies wealthy enough to absorb losses.
Rating agencies and cautious investors warn that off-balance-sheet risks are accumulating. Amid widespread skepticism over whether AI infrastructure spending will generate adequate returns, an industry downturn could force chipmakers to honor billions in guarantees precisely when their own earnings face the greatest pressure.
Olumide Adesina
Financial Market Writer
Olumide Adesina is a French-born Nigerian financial writer. He tracks the financial markets with over 20 years of working experience in investment trading