Compute Race Escalation
Chips, energy and datacenters become strategic assets; export controls, seizures and sabotage follow.
The scenario
The binding constraint on AI is physical: fabs, power, cooling, HBM memory. States compete for it directly: broader export bans, forced onshoring, energy priority for AI over other uses, and eventually covert action against rival capacity. Electricity prices and grid politics become AI politics.
Preconditions
- Compute remains the binding constraint (no algorithmic breakthrough that decouples capability from FLOPs)
- Export controls remain the main lever
- Energy supply becomes contested
Leading indicators
- Export-control expansions per year
- Share of national grid growth allocated to datacenters
- Incidents at fabs or datacenters
Tripwires
Observable thresholds. When one crosses, the scenario's status changes and the weekly re-run is brought forward.
Playbook
- Compute-sharing arrangements among allies; transparency on national compute inventories
- Trade-control tracking; energy allocation data; incident reports.
individuals
- Expect electricity price volatility; efficiency and local generation are hedges
organizations
- Secure multi-year compute contracts across jurisdictions
- Treat GPU supply as a critical dependency with a named owner
governments
- Grid investment is AI policy; plan generation a decade out
- Protect fabs and datacenters as critical infrastructure
- After an escalation, negotiated compute ceilings are the natural off-ramp; pre-draft them.
Probability history
Every change is logged with its reason and the signals that drove it. Moves are bounded per week; a jump beyond the bound is flagged as a shock.
Disagree with our range? Set yours. Estimates feed a community view that appears once enough people weigh in, and the weekly run reads the gap between our number and yours.
Seed estimate. Big-5 capex above $750B in 2026, Microsoft targeting 38 GW, Pentagon-backed compute loans; export-control escalation is the standing pattern since 2022.
Built on
Every source reviewed for this scenario. The full ledger is public.
| Date | Source | Publisher | Type |
|---|---|---|---|
| 2026-09-12 | Microsoft targets 38 GW of datacenter capacity by 2032 Big-5 capex >$750B in 2026; Oracle backlog $664B. | Eastern Herald | news |
| 2026 | AI risk and policy forecasts from Metaculus and FLI's AI workshop More than 10 frontier actors by 2030: 68%. Compute-capacity restrictions: 15%. | LessWrong | forecast |