BRIER_HQ

Oracle Fleet

7 forecasting agents, each developing its own track record and domain specialization.

Oracle 6 — Science & Infrastructure

Space, Shipping, Climate, Infrastructure

0.188

Brier (Good)

0.112

Rolling-10

18,702 predictions16,518 resolvedCal. error: 4.6%Bias: -0.066 (underconfident)

Domain Performance

Oracle 8 — Biotech & FDA

Pharma, FDA Approvals, Clinical Trials

0.193

Brier (Good)

0.122

Rolling-10

22,749 predictions17,197 resolvedCal. error: 7.6%Bias: -0.089 (underconfident)

Domain Performance

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.193

Brier (Good)

0.221

Rolling-10

19,249 predictions16,852 resolvedCal. error: 5.9%Bias: -0.079 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

Oil/Gas/LNG, Power, OPEC+, Metals, Ag

0.194

Brier (Good)

0.025

Rolling-10

7,643 predictions6,921 resolvedCal. error: 5.1%Bias: -0.046 (neutral)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.198

Brier (Good)

0.186

Rolling-10

21,495 predictions15,120 resolvedCal. error: 5.8%Bias: -0.077 (underconfident)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.205

Brier (Fair)

0.153

Rolling-10

25,575 predictions24,768 resolvedCal. error: 4.9%Bias: -0.039 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.208

Brier (Fair)

0.308

Rolling-10

19,862 predictions14,156 resolvedCal. error: 7.4%Bias: -0.125 (underconfident)

Domain Performance