AI economics · Data centers & power

The buildout runs on electrons, and the electrons now have receipts.

What data centers actually draw from the grid, what the government's own lab projects, and the nuclear supply deals the AI buyers have signed — actuals separated from projections, projections drawn as bands, ceilings named as ceilings.

Public-institution data plus a curated deal ledger — source class on every row.

176 TWh
US data centers, 2023 — actual · LBNL
6.7%
the 2028 FLOOR — of US electricity · LBNL
~2×
global consumption by 2030 · IEA projection
9+ GW
nuclear signed or announced by four buyers

The share curve — actual, then a band.

One measured point and one projected range. 4.4% of US electricity in 2023 is the Department of Energy lab's measured figure; 6.7% to 12% by 2028 is its projection, and it is drawn as a band because that is what a projection is. The floor is the solid line — the honest headline. The ceiling is dashed — real, possible, and not promised.

EXHIBIT 1 · US DATA-CENTER SHARE OF ELECTRICITY, ACTUAL → PROJECTED BAND SOURCE · LBNL / DOE 2024 report · retrieved 2026-08-26

The global doubling.

The IEA's 2026 update: roughly 485 TWh of global data-center consumption in 2025, projected toward ~950 TWh by 2030, with AI-focused facilities tripling inside that. For scale — the 2030 figure approaches the annual electricity consumption of Japan.

EXHIBIT 2 · GLOBAL DATA-CENTER CONSUMPTION, 2025 ACTUAL → 2030 PROJECTED SOURCE · IEA 2026 update · projection labeled as projection

The nuclear ledger — deal by deal.

Every major AI buyer has signed for nuclear supply: a restart, an SMR order-book, twenty-year purchase agreements, a multi-vendor procurement. Each row carries its announcement date and its source class. Where a figure is an announced strategy rather than a contract, the row says so.

EXHIBIT 3 · NUCLEAR SUPPLY DEALS BY AI BUYERS, 2024–2026 SOURCE · curated ledger · per-row source class · curated 2026-08-26

How this was made.

01 · THE DATA

LBNL/DOE and IEA for the demand picture; a curated deal ledger for supply — announcements are not API objects, so they are curated with the same discipline as the layoffs ledger: no row without a source.

02 · THE RULES

Actuals and projections never share a line style. Bands for ranges, floors headlined, ceilings dashed and named. Press-reported terms labeled press-reported.

03 · THE FEED

The EIA's public bulk files — free, no key — join the harvest cadence to bring the actuals layer onto the board as it updates.

04 · THE TIE-BACK

The capex wave on the filings page is this same story's other ledger: the money and the megawatts are one buildout, receipted twice.

Walk into the space.

Bring us a question Back to AI economics View-only by design: navigate freely, change nothing, export everything as plain JSON.
PUBLISHED 2026-08-26 · DATA CUTOFF 2026-08-26 · EDITION 1 — UPDATED ONLY BY A NEW DATED EDITION