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Electricity Pricing in the Age of AI

Electricity Pricing in the Age of AI

AI Power2026.ai
With data center power demand doubling every two years, electricity market economics have become the primary constraint on AI expansion.
What: The primer details how independent system operators manage power pricing and why data center viability increasingly depends on mastering energy-only markets and spread trading.
Why it matters: It signals a transition where AI leadership will be defined as much by energy procurement and power-market literacy as by compute capacity.
Takeaway: If you are involved in data center infrastructure, familiarize yourself with marginal cost pricing and ISO market structures to manage long-term operational costs.
Decoder
  • ISO (Independent System Operator): An organization that manages the regional power grid, coordinating the generation and transmission of electricity.
  • Energy-only market: An electricity market design where generators are compensated primarily for the energy they produce, rather than having specific payments for capacity availability.
Original article

AI demand is exploding. But while there's been plenty of discussion on the GPU and memory supply chains, the real constraint to expanding AI capacity is power.

Data centers already account for ~5% of US power consumption. With data center power demand doubling every two years, demand would in theory outpace total US power generation by the mid-2030s.

Building a data center requires thoughtful planning around permitting, surrounding infrastructure, and anticipated power prices. In many cases, the variable cost of power determines whether or not a data center is viable at all.

I'm a former quant researcher at a major hedge fund who covered power and gas, and I've spent much of the last couple of years advising founders and investors on data center buildouts (procuring GPUs, negotiating with coal plants, identifying sites).

This primer on power and data centers is for a broader audience who senses there's an opportunity in energy markets and wants to get up to speed.

By the end of this primer, you'll understand:

  • Part 1: how power plants work, how data centers are developed, and how companies might respond (for founders/investors).
  • Part 2: how to price the US power markets (for traders).

If you're really interested in power, I'd advise you to read the whole thing. Hopefully you find it timely and interesting.

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