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Will High Oil Prices Derail AI Infrastructure Expansion?

Updated 3h ago· Published Mar 24active

Current Assessment

Our causal model estimates 5% probability. Kalshi markets price the top related contract (Will WTI Crude Oil (WTI) hit Week of March 30 2026) at 18¢, while our thesis implies 75¢ — a +57¢ edge. Across 41 tracked contracts, we see systematic mispricing.

Latest evaluation (10h ago): Oil surged to $116/barrel on US-Israel airstrikes on Iran, confirming the geopolitical trigger for the thesis's first node. However, the critical causal chain remains broken: Oracle's data center delays are attributed to labor and material shortages (not energy costs), n2.3 (PPAs/hedging limiting pa

Thesis

Oil above $100 drives electricity costs up. Data center operating costs surge. AI companies delay or cancel compute expansion plans. Trump's AI infrastructure executive order collides with energy reality. Tech capex guidance gets cut.

Confidence
5% ░░░░░░░░░
Implied Return
+0.1%
Contracts
46tracked

Track Record

Hit Rate
22%of edges moved toward thesis
Edges Tracked
46
Avg Movement
-3.0¢

Confidence Over Time

0%30%60%
Mar 24Apr 1

Implied Returns

Will average **gas prices** be above $5.80 by Dec 31, 2026?6¢→44¢+633.3%
Will the WTI front-month settle oil price be >106.99 on Mar 31, 2026?14¢→50¢+257.1%
Will the WTI front-month settle oil price be >105.99 on Mar 31, 2026?38¢→50¢+31.6%
Will the WTI front-month settle oil price be >102.99 on Mar 31, 2026?40¢→50¢+25%
Will the WTI front-month settle oil price be >104.99 on Mar 31, 2026?40¢→50¢+25%
OpenAI receives federal backstop for infrastructure before July?6.95¢→8¢+15.1%
Tech Layoffs Up or Down in 20​26?79.5¢→91.5¢+15.1%
Will the WTI front-month settle oil price be >103.99 on Mar 31, 2026?44¢→50¢+13.6%

Weekly Analysis

Episode 4·2026-03-252026-04-01· 42%

Energy-AI thesis collapsed to 5% — efficiency gains outpaced cost concerns

Causal Model

Each factor has an estimated probability. Changes propagate through the tree to update overall confidence.

n1Oil sustains above $100/barrel28%███░░░░░░░
n1.1Geopolitical supply disruption99%██████████
n1.2OPEC+ maintains tight supply6%░░░░░░░░░
n1.3Demand surge overwhelms supply3%░░░░░░░░░░
n2Oil above $100 drives electricity costs up materially13%░░░░░░░░░
n2.1Natural gas prices rise in sympathy with oil13%░░░░░░░░░
n2.2Grid congestion and capacity constraints amplify prices94%█████████
n2.3Long-term PPAs and hedging limit pass-through95%██████████
n3Data center operating costs surge enough to change behavior5%░░░░░░░░░
n3.1Electricity is large enough share of DC costs74%███████░░░
n3.2AI revenue growth insufficient to absorb cost increase5%░░░░░░░░░
n3.3Cost pressure hits smaller/mid-tier players hardest67%███████░░░
n4AI companies delay or cancel compute expansion plans47%█████░░░░░
n4.1Permitting and grid connection delays compound cost issues95%██████████
n4.2Hyperscalers publicly cite energy costs in guidance6%░░░░░░░░░
n4.3Alternative energy strategies accelerate instead of cancellation95%██████████
n5Trump AI infrastructure EO collides with energy reality90%█████████
n5.1EO targets are unachievable given grid constraints91%█████████
n5.2Political backlash from rising consumer electricity prices90%█████████
n5.3Administration pivots policy in response87%█████████
n6Tech capex guidance gets cut3%░░░░░░░░░░
n6.1Capex cuts driven primarily by energy costs0%░░░░░░░░░░
n6.2Capex cuts happen but for other reasons42%████░░░░░░
n6.3Market reprices AI infrastructure stocks significantly42%████░░░░░░

Market Edge Analysis

Contracts where market price diverges from thesis-implied value. Positive edge = market underprices this outcome.

ContractMarketModelEdgeSpreadDepth (Bid/Ask)
PWill WTI Crude Oil (WTI) hit Week of March 30 2026?: ↑ $110YES18¢75¢+57¢22¢59/46
KWill average **gas prices** be above $4.200?YES4¢45¢+42¢15K/1K
KWill average **gas prices** be above $4.180?YES15¢55¢+40¢514/2K
PWhat will WTI Crude Oil (WTI) hit in April 2026?: ↑ $120YES36¢75¢+39¢32K/735
KWill average **gas prices** be above $4.160?YES30¢65¢+36¢470/919
KWill average **gas prices** be above $4.220?YES3¢38¢+35¢6K/4K
PWhat will WTI Crude Oil (WTI) hit in April 2026?: ↑ $130YES18¢52¢+34¢7K/4K
KWill the WTI front-month settle oil price be >99.99 on Mar 31, 2026?YES50¢80¢+30¢100¢0/0
KWill average **gas prices** be above $6.00 by Dec 31, 2026?YES25¢55¢+30¢20¢98/217
PWhat will WTI Crude Oil (WTI) hit in April 2026?: ↑ $140YES11¢40¢+30¢22K/18K
KWill average **gas prices** be above $5.40 by Dec 31, 2026?YES46¢75¢+29¢74¢66/70
PWhat will WTI Crude Oil (WTI) hit in April 2026?: ↑ $110YES60¢88¢+29¢2K/103
KWill the WTI front-month settle oil price be >100.99 on Mar 30, 2026?YES50¢78¢+28¢100¢0/0
KWill the WTI front-month settle oil price be >98.99 on Mar 31, 2026?YES50¢78¢+28¢100¢0/0
PAI data center moratorium passed before 2027?YES23¢50¢+27¢191/78

Settled Contracts

5 contracts resolved.

ContractResultModel SaidVerdict
PLargest Company end of March?: NVIDIAYESNO @ 82¢✗ wrong
PWhich company has best AI model end of June?: DeepSeekNOYES @ 8¢✗ wrong
PIran x Israel/US conflict ends by...?: March 31NONO @ 4¢✓ correct
PLargest Company end of March?: Saudi AramcoNOYES @ 3¢✗ wrong
PWhat will WTI Crude Oil (WTI) hit in April 2026?: ↑ $100YESYES @ 97¢✓ correct

Recent Evaluations

Automated analysis runs every 15 minutes. Major events trigger immediate re-evaluation.

Apr 1 14:168%(+3%)

Oil surged to $116/barrel on US-Israel airstrikes on Iran, confirming the geopolitical trigger for the thesis's first node. However, the critical causal chain remains broken: Oracle's data center dela

Mar 31 17:007%(+2%)

The single most important development is WTI crude oil crossing $100/barrel driven by the US-Israeli war with Iran, with Kalshi market prices on >$100.99 Mar 30 jumping from 50 to 98 — confirming the

Mar 30 02:4512%(-2%)

The single most important development is the sharp 22¢ collapse in natural gas futures (P7.00 market: 76→54), which breaks the critical transmission mechanism between high oil prices and elevated elec

Mar 29 00:0131%(+8%)

Oil confirmed at $110/barrel — the single most important development — directly validates the core thesis premise and materially strengthens n1 and n2. Thesis confidence rises from 0.23 to 0.31, prima

Mar 28 12:3131%(+14%)

Oil has crossed $100/barrel — the thesis's primary trigger condition is now confirmed in real-time due to Iran war disruption. This is a major positive update: n1 rises from 0.22 to 0.78, and downstre

Mar 27 13:3010%(-9%)

KILL CONDITION TRIGGERED on n1: Oil prices fell ~20% in 2025 and are forecasting further declines toward $55/barrel — the exact opposite of the thesis assumption that oil sustains above $100. This fun

Mar 26 02:3022%(-16%)

KILL CONDITION TRIGGERED: Oil has fallen below $90/barrel and may be heading toward $80, directly breaking the thesis's foundational assumption (n1) that oil sustains above $100. The entire causal cha

Mar 25 19:0158%(+15%)

Oil hitting $100/barrel — driven by the US-Iran war and Strait of Hormuz closure to most oil and LNG tankers — is the single most important development and directly confirms the core thesis node. Conf

Mar 24 06:3152%(+25%)

The single most important development is oil hitting $100/barrel due to an active U.S.-Iran war, which directly triggers the thesis's core causal chain. Confidence rises sharply from 0.267 to 0.52 bec

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