Issue 001 · Jun 10, 2026
The GPU Economy Is Becoming a Power Economy
From silicon-limited to power-limited
Welcome to the first issue of The Compute.
The premise of this publication is simple: the most important industrial buildout of our era is happening behind the chatbots, and it is under-covered relative to its scale. Chips, memory, land, water, turbines, transformers, capital. We track the machine economy that makes intelligence run.
This week we start where the industry's center of gravity has moved — from silicon allocation to electricity. Two pieces: one on the macro shift, one on how to read a gigawatt announcement without being fooled.
The GPU Economy Is Becoming a Power Economy
The binding constraint on AI is no longer how many chips you can buy. It's how many electrons you can secure.
Aaron · 3 min readRead →
Gigawatts Are the New Benchmark
MLPerf told you whose chips were fastest. The interconnection queue tells you who ships.
Aaron · 2 min readRead →
Signals from the prediction markets
- Will U.S. data centers exceed 5% of national electricity consumption in 2026?
polymarket · vol $1.4M · as of 2026-06-09
62% - Another U.S. nuclear plant restart announced before end of 2026?
kalshi · vol $860K · as of 2026-06-09
71%
Market odds are point-in-time snapshots, not endorsements.
Reading
- IEA — Electricity 2026: data centre demand outlook ↗
The canonical demand forecast everyone argues with.
- Reuters — Constellation to restart Three Mile Island for Microsoft ↗
The deal that made 'restart nuclear' a strategy.
- SemiAnalysis — AI datacenter buildout tracker ↗
Best independent accounting of announced vs. energized capacity.