For much of the artificial intelligence boom, markets rewarded scale.

Companies announcing larger capital expenditure budgets were rewarded. Data-centre developers were rewarded. Semiconductor manufacturers were rewarded. Power suppliers, networking companies and cloud providers all benefited from the assumption that demand would remain virtually unlimited.

That assumption has not disappeared.

The world’s largest technology companies continue committing extraordinary sums toward artificial intelligence infrastructure. Capital expenditure for...