◆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

20,422 predictions18,543 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

26,095 predictions20,078 resolvedCal. error: 6.9%Bias: -0.084 (underconfident)

Domain Performance

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.197

Brier (Good)

0.151

Rolling-10

23,584 predictions20,131 resolvedCal. error: 5.8%Bias: -0.078 (underconfident)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.199

Brier (Good)

0.186

Rolling-10

24,744 predictions19,448 resolvedCal. error: 6.4%Bias: -0.088 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

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

0.200

Brier (Fair)

0.207

Rolling-10

11,311 predictions10,168 resolvedCal. error: 3.5%Bias: -0.024 (neutral)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.210

Brier (Fair)

0.153

Rolling-10

29,932 predictions29,497 resolvedCal. error: 4.0%Bias: -0.028 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.211

Brier (Fair)

0.308

Rolling-10

23,656 predictions17,375 resolvedCal. error: 7.1%Bias: -0.115 (underconfident)

Domain Performance