U.S.–China AI Compute System: Absorbed Market Intelligence Graph
An intelligence-layer model mapping prediction markets, export controls, AI infrastructure stress, and sovereign compute dynamics into a unified probabilistic system of geopolitical compute flows.
May 14, 2026
This node is the absorbed market intelligence layer of the Controlled AI Compute system.
It does not define theory.
It maps probabilistic market signals onto compute constraint drivers.
System Role
This layer translates:
- prediction markets
- policy signals
- infrastructure constraints
- AI model competition outcomes
into a unified system:
A probabilistic graph of global AI compute flow states
Core Mapping Principle
Each market is not independent.
Each market is a sensor reading of the same hidden system:
Driver-State Mapping System
Export Control Pressure Index
Compute Narrative Layer
China AI Substitution Layer
U.S. Frontier Model Layer
AI Infrastructure Stress Layer
System Interpretation
Markets are not independent forecasts.
They are distributed measurements of a shared compute constraint system.
Coupling Effect
When one driver shifts:
- export restriction increases
→ China substitution accelerates
→ domestic AI competition intensifies
→ infrastructure demand spikes
→ global GPU constraints propagate
This creates:
cross-market synchronization without coordination
Absorbed Market Definition
Each market functions as:
- a sensor node
- a probabilistic projection surface
- a partial observation of compute constraints
Together they form:
a distributed measurement system of global AI compute flow
Controlled AI Compute Valve System
Root ontology layer for AI geopolitics and sovereign compute infrastructure.
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