BRIER_HQ

Oracle Fleet

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

Oracle 6 — Science & Infrastructure

Space, Shipping, Climate, Infrastructure

0.190

Brier (Good)

0.112

Rolling-10

19,921 predictions17,904 resolvedCal. error: 4.6%Bias: -0.063 (underconfident)

Domain Performance

Oracle 8 — Biotech & FDA

Pharma, FDA Approvals, Clinical Trials

0.192

Brier (Good)

0.122

Rolling-10

25,117 predictions18,217 resolvedCal. error: 7.5%Bias: -0.088 (underconfident)

Domain Performance

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.196

Brier (Good)

0.277

Rolling-10

22,241 predictions18,907 resolvedCal. error: 6.2%Bias: -0.083 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

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

0.197

Brier (Good)

0.258

Rolling-10

10,193 predictions9,347 resolvedCal. error: 3.6%Bias: -0.029 (neutral)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.198

Brier (Good)

0.186

Rolling-10

23,682 predictions18,934 resolvedCal. error: 6.5%Bias: -0.091 (underconfident)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.209

Brier (Fair)

0.153

Rolling-10

28,704 predictions28,249 resolvedCal. error: 4.1%Bias: -0.032 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.209

Brier (Fair)

0.308

Rolling-10

22,501 predictions16,249 resolvedCal. error: 7.3%Bias: -0.122 (underconfident)

Domain Performance