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9 min read

Gas turbines are the hottest asset in AI infrastructure. The problem is what goes inside them.

From 2022 to 2023, the market for industrial gas turbines quietly collapsed. Manufacturers cut workforce, walked back expansion plans, and reduced capacity (all rational responses to genuine demand weakness). Then AI arrived, and those capacity cuts had locked in a shortage no amount of fresh cap…

From 2022 to 2023, the market for industrial gas turbines quietly collapsed. Manufacturers cut workforce, walked back expansion plans, and reduced capacity (all rational responses to genuine demand weakness). Then AI arrived, and those capacity cuts had locked in a shortage no amount of fresh capital can quickly reverse. GE Vernova's orderbook now runs deep into 2027. US turbine orders in 2024 hit their highest level since 2002. Crusoe has already contracted roughly a gigawatt of aeroderivative turbines for a campus in Abilene, Texas. SpaceXAI, formed by the April 2026 SpaceX-xAI merger, wants to control enough of this supply to outrun everyone else.

The panel's conclusion, after two rounds of analysis: the race probably has too many competitors for any single monopoly winner, and the actual choke point in the system sits upstream of the turbine.

Where the panel puts its weight

Scenario Probability
Behind-the-Meter Race: No Monopoly Emerges 33%
Constraint Migration: Upstream and Regulatory Blocks the Strategy 27%
SpaceXAI Power Stack Consolidation 22%
Power Technology Transition Disrupts the Gas Turbine Frame 18%

The most likely single outcome (33%) is a field of early movers each capturing real power advantage, with no single actor achieving monopoly allocation. The second-most-likely path (27%) is that the gambit runs into a constraint nobody in the public conversation is discussing: not the turbine factory, but the metal the factory depends on.

The history that explains the shortage

2019Nickel superalloysupply enterssix-year structuraltightness inturbinemanufacturing2022Gas turbinedemand collapses,OEMs cut capacityand workforce2024 JanAI power and gridinfrastructureemerge as aco-constraint onmodeldeployment2024 JunGas turbinemanufacturingbecomes thebinding AIinfrastructureconstraint2024 NovAmazon-TalenFERC rejectionsets regulatoryprecedent for BTMpower co-location2024 DecUS gas turbineorders hit theirstrongest yearsince 20022025 JanGEV-Crusoe closeroughly 1 GWaeroderivativedeal (BTM modelconfirmedcommercially)2025 JanStargate LLCforms with a $500billion AIinfrastructurecommitment2026 MarCrusoe Abilenereaches 1.375 GW2026 JulWilliams-Blackstone$5.34B power JVannounced

The sharpest disagreement

Complexity Economics (W. Brian Arthur, 2014) argues that the "no monopoly" outcome is unstable over time. Increasing returns to early compute access should push the field toward concentration rather than sustained competition. The counter is that Crusoe's gigawatt, the Williams/Blackstone pipeline, and existing GEV customer relationships may each represent a self-reinforcing position already locked in by different actors. Multiple partial monopolies, not a single winner.

Theory of Constraints (Eliyahu M. Goldratt, 1990) offers a different critique: the gambit targets the wrong part of the system. Gas turbine blades require nickel superalloys produced by a handful of specialized foundries with capacity locked up through at least 2025. Buying turbine manufacturing slots does not buy the metal those slots require. Controlling turbine assembly is a local optimization error when the actual binding limit is upstream.

What to watch

Three dates are particularly diagnostic. By September 2026: does SpaceXAI announce a turbine supply contract above 500 MW or a formal OEM acquisition? By October 2026: does SpaceXAI disclose an upstream investment in nickel superalloy production capacity? By November 2026: do two or more non-SpaceXAI hyperscalers announce comparable BTM deployments above 500 MW?

Yes to the first, silence on the second: the consolidation case (22%) gains weight, but the upstream warning remains live. Yes to the second: the consolidation scenario earns its probability with both legs. Silence on both: the race with multiple competitors (33%) extends its lead, and the path to structural monopoly narrows further.

No resolved calls yet. This is the panel's opening position.