A boom-bust signal that preceded the dot-com crash and the 2008 housing crisis may now be worth watching for in the artificial intelligence (AI) trade too.
Known as a “funding gap,” this indicator is traced through two prior busts by the Wall Street Journal. Columnist Jonathan Weil contends that the AI trade similarly relies on that ongoing flow of capital.
The Boom-Bust Signal in 2000 and 2007
Weil outlines multiple risks confronting the AI trade, ranging from data center power shortages to potential disruption from smaller competitors. Even so, he maintains that a closing capital window is the most critical immediate threat to monitor.
During the deflation of the dot-com bubble in 2000, terms like “burn rate” and “funding gap” entered everyday vocabulary. Pets.com continuously secured cash despite selling its merchandise at a heavy loss, until the funding dried up and the company collapsed months afterward.
A comparable trend surfaced in November 2007, when Freddie Mac reduced its dividend and issued $6 billion in preferred stock. This strategy was designed to strengthen its balance sheet following escalating mortgage losses.
Even then, Freddie Mac failed to secure the common equity that investors demanded. That shortfall helped pave the way for the financial crisis that culminated in government conservatorship the following year.
Is the AI Trade Showing the Same Cracks?
Based on the Journal’s analysis, OpenAI and Anthropic are rapidly burning through cash without public profits. OpenAI’s capacity to keep drawing investment relies in part on sustained support from SoftBank and Nvidia (NVDA).
Meanwhile, Anthropic’s planned initial public offering timeline shifted from October to November. Additionally, Holtec Nuclear, which supplies AI data centers, paused its own listing this month.
Nevertheless, the Journal emphasizes that these postponements represent early signs of caution rather than concrete proof that the funding window has shut. Oracle’s (ORCL) debt-financed spending on data centers relies on OpenAI’s continued payments for computing power, tightly binding the broader AI ecosystem to a small group of private labs.
The Journal points out that market booms can unwind gradually or terminate abruptly. Both historical busts started right as the phrase “funding gap” re-entered public discussions. Whether that terminology reappears in the context of AI, the publication adds, is something markets will likely identify only in hindsight.
Frequently Asked Questions
What is a “funding gap”?
A funding gap is a boom-bust market signal that occurs when enterprises or financial institutions struggle to secure the necessary capital or equity to sustain their operations or cover losses, as seen prior to the 2000 dot-com crash and the 2008 housing crisis.
How do OpenAI and Anthropic fit into this trend?
According to the Wall Street Journal analysis, both companies are burning cash without public profits. OpenAI relies heavily on continuous backing from investors like Nvidia and SoftBank, while Anthropic has shifted its IPO timeline.
What immediate threat does Jonathan Weil highlight for the AI trade?
While acknowledging other risks like power shortages and smaller rival disruptions, Weil argues that a closing capital window is the most immediate threat to watch.
Did past market crashes happen suddenly?
Booms can either unwind slowly or end suddenly, with both prior market busts beginning precisely when the concept of a funding gap re-entered mainstream financial conversations.


