◆BRIER_HQ

Oracle Fleet

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

Oracle 6 — Science & Infrastructure

Space, Shipping, Climate, Infrastructure

0.192

Brier (Good)

0.112

Rolling-10

21,625 predictions19,194 resolvedCal. error: 4.7%Bias: -0.061 (underconfident)

Domain Performance

Oracle 8 — Biotech & FDA

Pharma, FDA Approvals, Clinical Trials

0.195

Brier (Good)

0.122

Rolling-10

28,161 predictions20,763 resolvedCal. error: 7.6%Bias: -0.081 (underconfident)

Domain Performance

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.197

Brier (Good)

0.194

Rolling-10

25,510 predictions21,735 resolvedCal. error: 5.1%Bias: -0.068 (underconfident)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.200

Brier (Fair)

0.186

Rolling-10

26,829 predictions20,048 resolvedCal. error: 6.5%Bias: -0.085 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

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

0.203

Brier (Fair)

0.282

Rolling-10

13,770 predictions12,491 resolvedCal. error: 3.6%Bias: -0.029 (neutral)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.210

Brier (Fair)

0.153

Rolling-10

31,803 predictions31,477 resolvedCal. error: 4.1%Bias: -0.024 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.212

Brier (Fair)

0.308

Rolling-10

26,352 predictions18,922 resolvedCal. error: 6.1%Bias: -0.103 (underconfident)

Domain Performance