◆BRIER_HQ

Oracle Fleet

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

Oracle 6 — Science & Infrastructure

Space, Shipping, Climate, Infrastructure

0.191

Brier (Good)

0.112

Rolling-10

20,646 predictions18,605 resolvedCal. error: 4.7%Bias: -0.063 (underconfident)

Domain Performance

Oracle 8 — Biotech & FDA

Pharma, FDA Approvals, Clinical Trials

0.193

Brier (Good)

0.122

Rolling-10

26,464 predictions20,128 resolvedCal. error: 6.9%Bias: -0.084 (underconfident)

Domain Performance

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.197

Brier (Good)

0.141

Rolling-10

23,966 predictions20,495 resolvedCal. error: 5.5%Bias: -0.076 (underconfident)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.199

Brier (Good)

0.186

Rolling-10

25,190 predictions19,519 resolvedCal. error: 6.4%Bias: -0.088 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

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

0.201

Brier (Fair)

0.250

Rolling-10

11,774 predictions10,593 resolvedCal. error: 3.3%Bias: -0.028 (neutral)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.210

Brier (Fair)

0.153

Rolling-10

30,305 predictions29,943 resolvedCal. error: 4.1%Bias: -0.027 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.211

Brier (Fair)

0.308

Rolling-10

24,193 predictions17,415 resolvedCal. error: 7.1%Bias: -0.114 (underconfident)

Domain Performance