World Simulation Engine · v4.0.0

80Predictions 10Domains 1Engine

We model 80 possible futures — and score every one with a transparent, reproducible engine. Not opinion. Not speculation. Quantified judgment.

Explore Predictions See the Causal Chains →
// 01 · Causal Architecture

Predictions don't live in isolation.

Behind 80 forecasts lies a hidden architecture — causal chains where AI, energy, population, and technology trigger each other. Change one node, and the future reshapes.

CC-01 Cross-Domain

AI Craves Power → Energy Map Rewritten

AI inference cost dropping 100× drives exponential data center growth. Electricity demand forces a global energy mix shift. Renewable becomes the new baseload — rewriting the energy map of every nation.

AI inference ↓100× → Data center demand ↑ → Renewable baseline shift → Energy geopolitics rewrite
FP-51 95.1 FP-01 96.9 FP-56 91.0
CC-02 Cross-Domain

Demographic Shift → AI Regulation Forced

Japan, Korea, China, Europe — populations aging and shrinking at record pace. Labor shortages accelerate AI adoption, which in turn forces governments into emergency regulatory frameworks. Not choice. Pressure.

Population aging/shrinking → Labor shortage → AI adoption forced → Regulation emergency
FP-52 92.8 FP-21 82.0 FP-55 60.4
CC-03 Cross-Domain

Automation Replaces Labor → Energy Reallocation

As populations shrink, automation fills the void. But every robot, every data center, every AI model consumes energy. The freed labor becomes redirected electricity — and a new geopolitical currency.

Labor deficit → Automation surge → Energy demand spike → New energy geopolitics
FP-21 82.0 FP-01 96.9 FP-51 95.1
// 03 · Prediction Hub

80 predictions. All scored. All verifiable.

Every card below is a quantified forecast. Engine score reflects evidence strength, causal structure, and leading signals — not gut feeling. Click to explore.

// 02 · Track Record

The engine is tested before it predicts.

35 Historical Backtests resolved events
0.096 Brier Score lower is better · perfect = 0.0
97.1 Hit Rate (%) threshold-based

Every number on this site runs through the same engine that hit 97.1% on history. No discretion. No hindsight adjustment.

Read the Methodology →