Will High Oil Prices Derail AI Infrastructure Expansion?
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
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.
Track Record
Confidence Over Time
Implied Returns
Weekly Analysis
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.
Market Edge Analysis
Contracts where market price diverges from thesis-implied value. Positive edge = market underprices this outcome.
| Contract | Market | Model | Edge | Spread | Depth (Bid/Ask) | |
|---|---|---|---|---|---|---|
| P | Will WTI Crude Oil (WTI) hit Week of March 30 2026?: ↑ $110YES | 18¢ | 75¢ | +57¢ | 22¢ | 59/46 |
| K | Will average **gas prices** be above $4.200?YES | 4¢ | 45¢ | +42¢ | 1¢ | 15K/1K |
| K | Will average **gas prices** be above $4.180?YES | 15¢ | 55¢ | +40¢ | 4¢ | 514/2K |
| P | What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $120YES | 36¢ | 75¢ | +39¢ | 2¢ | 32K/735 |
| K | Will average **gas prices** be above $4.160?YES | 30¢ | 65¢ | +36¢ | 1¢ | 470/919 |
| K | Will average **gas prices** be above $4.220?YES | 3¢ | 38¢ | +35¢ | 2¢ | 6K/4K |
| P | What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $130YES | 18¢ | 52¢ | +34¢ | 2¢ | 7K/4K |
| K | Will the WTI front-month settle oil price be >99.99 on Mar 31, 2026?YES | 50¢ | 80¢ | +30¢ | 100¢ | 0/0 |
| K | Will average **gas prices** be above $6.00 by Dec 31, 2026?YES | 25¢ | 55¢ | +30¢ | 20¢ | 98/217 |
| P | What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $140YES | 11¢ | 40¢ | +30¢ | 1¢ | 22K/18K |
| K | Will average **gas prices** be above $5.40 by Dec 31, 2026?YES | 46¢ | 75¢ | +29¢ | 74¢ | 66/70 |
| P | What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $110YES | 60¢ | 88¢ | +29¢ | 3¢ | 2K/103 |
| K | Will the WTI front-month settle oil price be >100.99 on Mar 30, 2026?YES | 50¢ | 78¢ | +28¢ | 100¢ | 0/0 |
| K | Will the WTI front-month settle oil price be >98.99 on Mar 31, 2026?YES | 50¢ | 78¢ | +28¢ | 100¢ | 0/0 |
| P | AI data center moratorium passed before 2027?YES | 23¢ | 50¢ | +27¢ | 8¢ | 191/78 |
Settled Contracts
5 contracts resolved.
| Contract | Result | Model Said | Verdict | |
|---|---|---|---|---|
| P | Largest Company end of March?: NVIDIA | YES | NO @ 82¢ | ✗ wrong |
| P | Which company has best AI model end of June?: DeepSeek | NO | YES @ 8¢ | ✗ wrong |
| P | Iran x Israel/US conflict ends by...?: March 31 | NO | NO @ 4¢ | ✓ correct |
| P | Largest Company end of March?: Saudi Aramco | NO | YES @ 3¢ | ✗ wrong |
| P | What will WTI Crude Oil (WTI) hit in April 2026?: ↑ $100 | YES | YES @ 97¢ | ✓ correct |
Recent Evaluations
Automated analysis runs every 15 minutes. Major events trigger immediate re-evaluation.
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
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
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
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
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
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
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
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
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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