Take a step back. Strip away the tickers, and the filings describe the fourth great network buildout of the industrial era. Railroads for the movement of goods, electrification for power, fiber for information. Each consumed a scandalous share of national capital.104 Each was called a bubble mid-construction, sometimes correctly as measured by the builders’ equity and never correctly as measured by the infrastructure’s use. And each forced finance to change its instruments: railroad accounting invented depreciation, utility regulation invented the rate base.105 The instruments always change last, after the steel is already in the ground.
But this time the substrate is computation, and the difference from every predecessor is that it is being built pre-sold, by the most profitable companies in history, off order books visible in audited filings. If Part I’s “line” continues even in decelerated form, the defining corporate species of 2030 is something markets have never priced: a utility’s asset base, a railroad’s capital intensity, software margins on the services running above the metal. There is no comp for that, and no historical multiple to reach for. I know the market will construct one, because it always does, and the repricing has visibly begun at the edges, in credit desks running EV-per-megawatt math and in “contracted gigawatts” migrating quietly into sell-side models.106 The market is not stupid. It is mid-realization. This essay is simply the argument for finishing the thought.
The metamorphosis is silent because it speaks in watts, backlogs, and depreciation schedules, a language the ticker does not display. But the filings are public, the contracts are signed, the reactors are restarting, and the staircase keeps adding steps. The instruments will catch up. They always do, one buildout too late for the builders and right on time for whoever read the gigawatts first.
Notes
- Railroads absorbed roughly 15–20% of United States gross capital formation in peak decades of the nineteenth century. See Robert Fogel, Railroads and American Economic Growth (Baltimore: Johns Hopkins Press, 1964), and Alfred D. Chandler Jr., The Visible Hand (Cambridge, MA: Harvard University Press, 1977). ↩
- Depreciation accounting was formalised through United States railroad practice and the Interstate Commerce Commission’s uniform systems of accounts from 1907. The utility rate base derives from Smyth v. Ames, 169 U.S. 466 (1898), and was recast on an “end result” basis in Federal Power Commission v. Hope Natural Gas Co., 320 U.S. 591 (1944). ↩
- Enterprise value per contracted megawatt and “contracted gigawatts” now appear routinely in sell-side and credit work on CoreWeave, Nebius and Oracle. Goldman Sachs’ own AI capital expenditure model is constructed bottom-up from gigawatts, dollars per kW for new power and dollars per MW for data centres rather than from revenue multiples. ↩
This work is dedicated to my mentor, Mr. Robert Ludwig, whose guidance, generosity, and belief in me have shaped this work and my thinking.
Thank you to everyone who has supported and helped me throughout this process. Special thanks to Mr. Arvind Khattar for his invaluable guidance and encouragement.
And to my friends, Martin Lim, Jonathan Quek, and Skye Flecker — thank you for your support, conversations, and friendship along the way.