How likely is "Oil sustains above $100/barrel"?

Our causal model estimates 99% probability for this factor. This is driven by 3 sub-factors.

How likely is "Oil above $100 drives electricity costs up materially"?

Our causal model estimates 0% probability for this factor. This is driven by 3 sub-factors.

How likely is "AI companies delay or cancel compute expansion plans"?

Our causal model estimates 0% probability for this factor. This is driven by 3 sub-factors.

Home/Theses/Will High Oil Prices Derail AI Infrastru

Will High Oil Prices Derail AI Infrastructure Expansion?

Name: SimpleFunctions
Author: SimpleFunctions

Updated 23d ago·Published Mar 24·archived

⚙ Engine outputInvestment thesis produced by the SimpleFunctions Engine, continuously adversarially checked against live market data. Does not represent any political stance of the company.

Current Assessment

Our causal model estimates 2% probability (started at 7%). Kalshi markets price the top related contract (What will WTI Crude Oil (WTI) hit in April 2026?: ) at 78.5¢, while our thesis implies 5¢ — a +73.5¢ edge. Across 119 tracked contracts, we see systematic mispricing.

Latest evaluation (26d ago): Recent market signals show a strong retreat in energy price expectations, specifically regarding WTI oil and natural gas benchmarks, which weakens the thesis that electricity costs will surge to the point of impacting data center expansion.

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

2% ░░░░░░░░░░

Implied Return

+50.3%

Contracts

137tracked

Track Record

Batting Average

.260

Edges Tracked

137

Avg Movement

0.0¢

.026 batting average across 137 contracts. The lens has been mostly wrong on direction so far — still a valid frame if the sector is worth watching, but confidence reflects that.

Confidence Over Time

Mar 24Apr 12

Implied Returns

Will average **gas prices** be above $4.170?3¢→50¢+1566.7%

Will average **gas prices** be above or below $5.30 by Dec 31, 2026?2¢→23¢+1050%

Will the WTI front-month settle oil price be >107.99 on Apr 10, 2026?6¢→50¢+733.3%

Will the WTI front-month settle oil price be >106.99 on Apr 10, 2026?7¢→50¢+614.3%

Will average **gas prices** be above $4.260?8¢→50¢+525%

Will average **gas prices** be above $4.150?8¢→50¢+525%

Will the WTI front-month settle oil price be <106.00 on Apr 10, 2026?92¢→50¢+525%

Will average **gas prices** be above $4.240?10¢→50¢+400%

Weekly Analysis

Episode 4·2026-03-25 – 2026-04-01·▼ 0%

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/barrel99%██████████

n1.1Geopolitical supply disruption99%██████████

n1.2OPEC+ maintains tight supply1%░░░░░░░░░░

n1.3Demand surge overwhelms supply5%█░░░░░░░░░

n2Oil above $100 drives electricity costs up materially0%░░░░░░░░░░

n2.1Natural gas prices rise in sympathy with oil0%░░░░░░░░░░

n2.2Grid congestion and capacity constraints amplify prices95%██████████

n2.3Long-term PPAs and hedging limit pass-through95%██████████

n3Data center operating costs surge enough to change behavior0%░░░░░░░░░░

n3.1Electricity is large enough share of DC costs75%████████░░

n3.2AI revenue growth insufficient to absorb cost increase1%░░░░░░░░░░

n3.3Cost pressure hits smaller/mid-tier players hardest67%███████░░░

n4AI companies delay or cancel compute expansion plans0%░░░░░░░░░░

n4.1Permitting and grid connection delays compound cost issues97%██████████

n4.2Hyperscalers publicly cite energy costs in guidance0%░░░░░░░░░░

n4.3Alternative energy strategies accelerate instead of cancellation98%██████████

n5Trump AI infrastructure EO collides with energy reality92%█████████░

n5.1EO targets are unachievable given grid constraints95%██████████

n5.2Political backlash from rising consumer electricity prices93%█████████░

n5.3Administration pivots policy in response88%█████████░

n6Tech capex guidance gets cut0%░░░░░░░░░░

n6.1Capex cuts driven primarily by energy costs0%░░░░░░░░░░

n6.2Capex cuts happen but for other reasons4%░░░░░░░░░░

n6.3Market reprices AI infrastructure stocks significantly25%███░░░░░░░

Market Edge Analysis

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

	Contract	Market	Model	Edge	Spread	Drift	Depth
P	What will WTI Crude Oil (WTI) hit in April 2026?: ↓ $90NO	79¢	5¢	+74¢	1¢	+11¢	4K/9K
K	Will the minimum WTI front month settle price reach $78 by Apr 30, 2026?YES	20¢	80¢	+61¢	1¢	+8¢	645/624
K	Will the WTI front-month settle oil price be >100.99 on Apr 13, 2026?YES	17¢	75¢	+59¢	5¢	-21¢	111/450
K	Will the WTI front-month settle oil price be >99.99 on Apr 13, 2026?YES	27¢	85¢	+58¢	6¢	-16¢	40/112
K	Will the WTI front-month settle oil price be >97.99 on Apr 14, 2026?YES	27¢	82¢	+55¢	16¢	-19¢	2K/174
K	Will the WTI front-month settle oil price be >98.99 on Apr 13, 2026?YES	34¢	88¢	+55¢	1¢	-16¢	2K/156
K	Will the WTI front-month settle oil price be >98.99 on Apr 14, 2026?YES	27¢	80¢	+54¢	3¢	-10¢	1K/2K
K	Will the WTI front-month settle oil price be >101.99 on Apr 13, 2026?YES	12¢	65¢	+53¢	4¢	-11¢	114/111
P	What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $120YES	23¢	75¢	+53¢	1¢	-41¢	503/15K
K	Will the minimum WTI front month settle price reach $80 by Apr 30, 2026?YES	23¢	75¢	+53¢	3¢	+11¢	525/638
K	Will the WTI front-month settle oil price be >102.99 on Apr 13, 2026?YES	7¢	55¢	+49¢	3¢	-12¢	2K/129
K	Will the WTI front-month settle oil price be >99.99 on Apr 14, 2026?YES	29¢	75¢	+46¢	10¢	-5¢	2K/70
K	Will average gas prices be above $5.60 by Dec 31, 2026?YES	26¢	70¢	+45¢	27¢	-24¢	2K/2K
K	Will the WTI front-month settle oil price be >97.99 on Apr 13, 2026?YES	47¢	90¢	+44¢	1¢	-10¢	830/290
K	Will the WTI front-month settle oil price be >95.99 on Apr 10, 2026?YES	50¢	93¢	+43¢	100¢	-29¢	0/0

Settled Contracts

18 contracts resolved.

	Contract	Result	Model Said	Verdict
P	US x Iran ceasefire before Oil hits $120?	YES	NO @ 3¢	✗ wrong
P	What will WTI Crude Oil (WTI) hit Week of April 6 2026?: ↓ $100	YES	NO @ 30¢	✗ wrong
P	What will WTI Crude Oil (WTI) hit Week of April 6 2026?: ↑ $130	NO	YES @ 45¢	✗ wrong
P	What will WTI Crude Oil (WTI) hit Week of April 6 2026?: ↑ $125	NO	YES @ 30¢	✗ wrong
P	Largest Company end of March?: NVIDIA	YES	NO @ 82¢	✗ wrong
P	What will WTI Crude Oil (WTI) hit Week of April 6 2026?: ↑ $120	NO	YES @ 15¢	✗ wrong
P	What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $110	YES	YES @ 88¢	✓ correct
P	What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $200	NO	YES @ 10¢	✗ wrong
P	Largest Company end of April?: Saudi Aramco	NO	NO @ 8¢	✓ correct
P	What will WTI Crude Oil (WTI) hit Week of April 6 2026?: ↑ $135	NO	YES @ 8¢	✗ wrong

Recent Evaluations

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

Apr 12 01:342%(-1%)

Recent market signals show a strong retreat in energy price expectations, specifically regarding WTI oil and natural gas benchmarks, which weakens the thesis that electricity costs will surge to the p

Apr 11 00:192%(-1%)

KILL CONDITION TRIGGERED: Across 40+ Kalshi contracts, WTI oil prices for Mar 31 and Apr 10 settlements collapsed from 50¢ to 1-2¢ at strikes from $96 to $107, while simultaneously contracts below $96

Apr 10 06:197%(-2%)

Most important development: Oil is trading at $93.76/barrel as of April 8, 2026 — the thesis's foundational assumption that oil is above $100 is currently FALSE, which breaks the entire causal chain.

Apr 9 20:509%(+2%)

Oil confirmed above $100 for second consecutive session as Iran war continues, and Bloomberg reports wholesale electricity near data centers is up 267% over 5 years — directionally confirming early ca

Apr 8 01:189%(-1%)

No material change to thesis confidence. The dominant signal is a cluster of Kalshi market price resets — daily gas/oil settlement contracts expiring near-term resolved at prices inconsistent with the

Apr 7 20:4918%(+7%)

The single most important development is WTI crude surging to $115/bbl due to the US-Iran war, materially confirming the thesis's core supply disruption node and pushing oil well above the $100 thresh

Apr 6 08:3412%(+6%)

The single most important development is oil spiking above $110/barrel (NYT, March 8 2026), directly confirming n1 and materially strengthening the thesis chain. Additionally, Bloomberg's report that

Apr 5 05:0312%(+7%)

Oil confirmed above $110/barrel due to Iran war — the single most important development. This strongly confirms n1 (oil above $100) and n4 (data center delays) via Bloomberg's report of ~50% cancellat

Apr 4 03:347%(+1%)

The single most important development is a dramatic Kalshi market repricing: WTI oil contracts for $99-101 range by Mar 30-31 surged to 98-99¢ (near certainty), while contracts above $102-107 collapse

Apr 3 08:188%(+2%)

Oil briefly surged above $100/bbl on Iran conflict escalation, directly triggering the thesis entry condition — but prices retreated after Trump signaled diplomatic resolution, and Kalshi markets have

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