Our thesis
Reliable baseload power has become a hard constraint on AI infrastructure economics. Hyperscaler capex through 2030 is multi-hundred-billion dollars, and that capex assumes 24/7 firm power that intermittent renewables alone cannot supply. The PPAs being signed between Constellation, Vistra, and the major cloud platforms are the public evidence of a private decision the industry has already made: nuclear baseload is back in the long-duration plan. This is a multi-decade re-pricing of nuclear utilisation, not a cycle.
Inside that envelope, the value splits three ways. Existing fleet operators have already re-rated on PPA news but are still pricing in only a partial extension of the duration of advantage. Small modular reactors (NuScale public, X-energy and Holtec private) remain pre-commercial and binary; we treat these as option value with concrete licensing milestones to underwrite. The fuel cycle (Cameco at the front end, conversion and enrichment further down) is structurally tight after fifteen years of underinvestment, with Russian enrichment capacity sidelined by sanctions and HALEU supply for advanced reactors a near-term bottleneck.
Edge sources we lean on: (1) PPA disclosures between hyperscalers and nuclear operators, often pre-announced in sustainability filings; (2) NRC licensing flow and grid-interconnect queue data for SMR candidates; (3) uranium spot and term prices versus marginal cost of new mine supply; (4) US DOE HALEU programme awards and conversion-capacity announcements. Grid build-out (transmission, interconnects) is the unsexy compounder under the entire AI-capex thesis, and the layer we still owe the deepest writeup on.
Sub-themes we track
Nuclear baseload utilities
Constellation, Vistra, EDF (Europe). Already re-rated on hyperscaler PPAs. Question is duration of the advantage and how much of the next decade is now priced in.
SMR (Small Modular Reactors)
NuScale (public); X-energy, TerraPower, Holtec (private). Pre-commercial. Option value gated by NRC licensing milestones and first-of-a-kind cost discipline.
Uranium fuel cycle
Cameco at the front end, plus conversion (ConverDyn), enrichment (Centrus, Urenco), and HALEU for advanced reactors. Tightness is structural after 15 years of underinvestment.
AI-data-centre PPAs
The contract flow itself is the leading indicator. Hyperscalers naming nuclear partners signals where the next decade of demand goes.
Grid build-out
Transmission, interconnect queue length, ITC infrastructure. The unsexy compounder beneath every AI-capex assumption.
Indicators we monitor
- •AI hyperscaler PPAs with nuclear utilities (named contracts)
- •NRC licensing milestones for SMR candidates
- •Uranium spot price + term contract price vs marginal cost of new mines
- •US DOE HALEU programme award flow
- •Interconnect queue duration and PJM / MISO data-centre load forecasts
- •EU taxonomy and Inflation Reduction Act guidance updates
- •Insider buying at utilities adapting fast vs flat at legacy laggards
In coverage
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