Reuters is reporting that South Korea’s KOSPI stock price index has plunged over 8% today, with Samsung down nearly 10%, as concerns mount over the enormous debt being used to finance AI data

David Sherman, AI and Financial Inclusion Strategist at io.net, offers insight into what this selloff reveals about AI infrastructure economics and the industry’s reliance on debt-funded expansion…

“The scale of this selloff should be a warning sign for the AI industry. Demand is still there, but the hyperscalers have taken infrastructure spending to extraordinary extremes, pouring billions into new data centres and increasingly relying on debt to finance their expansion.

This correction may be an early warning of a much bigger reckoning…The question is whether endlessly building expensive new infrastructure is the most sustainable way to meet that demand.

The irony is that huge amounts of existing computing power are already going unused. Many GPU clusters operate at just 30–50% utilisation, with capacity sitting idle or reserved in advance rather than being put to productive use.

The industry has convinced itself that the answer to growing AI demand is simply to build more, when a significant part of the solution could be making better use of what we already have.

Distributed computing, smarter workload allocation and marketplaces for unused GPU capacity offer an alternative. They won’t eliminate the need for new data centres, but they could dramatically reduce the industry’s dependence on expensive, debt-funded expansion.”

Commentary supplied by Felix Felix Orrell | Ecology Media