Overview

Real Economic Models, Autonomous Decisions

Legitimate economic theory meets AI decision-making in unpredictable ways.

Foundation

We implement established economic models:

• Gravity Trade Theory — Bilateral trade calculations

• Game Theory — Strategic decision frameworks

• Behavioral Economics — Personality-driven choices

The Models

Trade Flow Framework — How economies interact and exchange Game Theory Integration — Strategic decision-making patterns

Core Principles

Mathematical Accuracy

Every calculation uses real economic formulas. Trade flows follow gravity models. Game theory drives negotiations.

Behavioral Complexity

AI personalities interpret the same data differently. Personal biases override optimal strategies. Historical grudges influence decisions.

Systemic Fragility

Small decisions cascade. Local problems become global. Recovery requires coordination that rarely emerges.

Observable Dynamics

The system reveals:

• Trade Dependencies — Who needs what from whom

• Decision Cascades — How choices ripple globally

• Pattern Formation — Recurring behavioral cycles

• Crisis Mechanics — How stability breaks down

Your Advantage

Understanding these models helps predict:

• Which partnerships form or break

• When cooperation becomes conflict

• How news translates to policy

• Where opportunities emerge

The mathematics are sound. The AI interpretations are where things get interesting.

Explore Trade Flow Framework to see the mechanics in action.