---
id: "concept-circular-financing"
type: "concept"
source_timestamps: ["¶2", "§ Innovation Meets Speculation"]
source_url: "https://hbr.org/2025/10/is-ai-a-boom-or-a-bubble"
source_title: "Is AI a Boom or a Bubble?"
tags: ["corporate-finance", "market-bubbles", "deal-structures", "ai-economics"]
related: ["entity-nvidia", "entity-openai", "claim-speculative-valuations", "quote-bloomberg-web", "prereq-dot-com-bubble"]
definition: "Interconnected business deals where tech vendors and clients invest in each other to mutually inflate valuations, resembling late-1990s dot-com bubble mechanics."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-foci-74-ai-boom-or-bubble"
sourceUrl: "https://hbr.org/2025/10/is-ai-a-boom-or-a-bubble"
sourceTitle: "Is AI a Boom or a Bubble?"
---
# Circular AI Financing Arrangements

A financial pattern where vendors and clients reinforce each other's valuations through interconnected, multibillion-dollar deals **without immediately generating underlying real-world value**. The author's flagship example: [[entity-nvidia-d2|Nvidia]]'s pledge to invest up to **$100 billion in [[entity-openai-d2|OpenAI]]** to fund data centers, paired with OpenAI's reciprocal pledge to purchase millions of Nvidia chips. A similar arrangement was struck between OpenAI and AMD. [[quote-bloomberg-web|Bloomberg described this]] as an "increasingly complex and interconnected web of business transactions" fueling a trillion-dollar AI boom.

The author argues this loop strongly resembles the vendor-client financing loops of the late-1990s [[prereq-dot-com-bubble|dot-com bubble]], which artificially inflated market caps before underlying consumer demand could catch up. It is the mechanical engine behind [[claim-speculative-valuations|AI's speculative valuations]].

> **Enrichment / verification note:** The *general pattern* of circular, concentrated AI financing is corroborated by outside sources — analysts flag that some AI capex is "traveling in a loop among a small number of companies," making true external demand hard to measure (Fidelity; Wikipedia "AI bubble"). However, the **specific, public pledge by Nvidia to invest "up to $100B" in OpenAI paired with a reciprocal purchase commitment is NOT documented in public filings or major press**. Treat that exact bilateral structure as an extrapolation or non-public reporting — speculative, not independently validated. The direction of the argument holds even if the headline number does not.


## Related across articles
- [[concept-terminal-value-collapse]]
- [[concept-great-value-loop]]