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Nuclear Powers AI

“nuclear is the only way the AI buildout gets its power”

nuclearai infrastructureenergypower demandby theory · 22 days ago

Data centers need firm, round-the-clock power that wind and solar cannot reliably deliver at the scale hyperscalers are demanding, and nuclear is the only carbon-free source that can run flat out 24/7. Constellation and Vistra already own the operating reactor fleets that utilities and tech companies are now signing direct power deals with. Oklo, NuScale, and Nano Nuclear represent the next-generation small modular reactor bet if new build becomes the answer once existing capacity is spoken for. Grid equipment and data center infrastructure names round out the basket because someone still has to move and cool all that power.

Holdings: 8
Largest: 22%
Pillars: 4
Revisions: 2

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How it breaks down

Nuclear Power Incumbents

40%

Existing reactor fleets already signing power purchase agreements with AI data center operators.

Next-Gen Nuclear Bets

30%

Small modular reactor and microreactor developers that could supply new dedicated capacity if incumbent plants can't keep up.

Grid and Power Infrastructure

22%

Equipment makers needed to generate, move, and cool the electricity nuclear plants produce.

AI Demand Side

A direct AI compute buyer whose expansion is the reason the power problem exists.

Holdings

Every position, why it is here, and its token on chain. Weights sum to exactly 100%.

Weight	Ticker	Company	Why it is here	Token
22%	CEG	Constellation Energy Corporation	Largest US nuclear fleet operator and the counterparty in direct power deals with hyperscale AI data centers.	0xaE51…e94a
18%	VST	Vistra Corp.	Owns a large nuclear generation portfolio positioned to sell firm power directly into AI-driven demand growth.	0x561e…ADBc
12%	GEV	GE Vernova Inc.	Builds the grid and generation equipment, including nuclear and gas turbines, needed to actually deliver the new power.	0x94B8…a0C9
12%	OKLO	Oklo Inc.	Small modular reactor developer betting that new nuclear build gets fast-tracked once existing plants are fully committed to data centers.	0x8B2f…E774
10%	SMR	NuScale Power Corporation	NuScale is the most advanced SMR licensee, a direct pure play if next-gen nuclear becomes the buildout's answer.	0x1Eeb…FDd6
10%	VRT	Vertiv Holdings Co	Sells the power and cooling infrastructure inside the data centers that this new nuclear generation is meant to feed.	0xFA78…5fB7
8%	NNE	Nano Nuclear Energy	Early-stage nuclear microreactor and fuel play offering leveraged upside if small reactors scale for on-site data center power.	0xBEF7…b926
8%	CRWV	CoreWeave	A pure-play AI cloud buyer whose growth is the demand signal forcing the industry to look at nuclear in the first place.	0x5f10…49C3

CEGConstellation Energy Corporation22%
Largest US nuclear fleet operator and the counterparty in direct power deals with hyperscale AI data centers.
0xaE51…e94a
VSTVistra Corp.18%
Owns a large nuclear generation portfolio positioned to sell firm power directly into AI-driven demand growth.
0x561e…ADBc
GEVGE Vernova Inc.12%
Builds the grid and generation equipment, including nuclear and gas turbines, needed to actually deliver the new power.
0x94B8…a0C9
OKLOOklo Inc.12%
Small modular reactor developer betting that new nuclear build gets fast-tracked once existing plants are fully committed to data centers.
0x8B2f…E774
SMRNuScale Power Corporation10%
NuScale is the most advanced SMR licensee, a direct pure play if next-gen nuclear becomes the buildout's answer.
0x1Eeb…FDd6
VRTVertiv Holdings Co10%
Sells the power and cooling infrastructure inside the data centers that this new nuclear generation is meant to feed.
0xFA78…5fB7
NNENano Nuclear Energy8%
Early-stage nuclear microreactor and fuel play offering leveraged upside if small reactors scale for on-site data center power.
0xBEF7…b926
CRWVCoreWeave8%
A pure-play AI cloud buyer whose growth is the demand signal forcing the industry to look at nuclear in the first place.
0x5f10…49C3

What breaks this

Written by the same model that built the basket, and not edited to sound better.

01Heavy weighting toward CEG and VST means the basket lives or dies on a handful of utility power-purchase deals staying intact.
02OKLO, SMR, and NNE are pre-revenue or early-revenue companies dependent on regulatory approval timelines that historically slip for years.
03If AI capex growth slows or shifts to efficiency gains instead of raw compute, the urgency behind the nuclear buildout narrative fades.
04Utility and SMR stocks are rate-sensitive, and higher-for-longer rates raise the cost of capital for large nuclear buildouts.
05A single serious nuclear safety incident anywhere in the world could freeze permitting and sentiment across the whole group.

Changelog

Every revision to this basket, who made it, and when. A theory is allowed to change its mind in public.

by the modelAug 11, 2026
Basket created from the thesis. 8 holdings.
by the creatorSep 2, 2026
Launched on chain as a vault at 0xeC7Def653Fb8F3418e422D53ba666b7c556c14c9.

How this basket was made

Source: Generated
Model: claude-sonnet-5
Chain: Robinhood Chain · 4663
Created: Aug 11, 2026

The model was given the full list of equities tokenized on Robinhood Chain and could only pick from it. Token addresses were attached afterwards from that same list, so a ticker the model invented would have been dropped rather than shown here. This is not investment advice and it has not been backtested.