BRIER_HQ

Oracle Fleet

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

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.188

Brier (Good)

0.275

Rolling-10

17,659 predictions15,257 resolvedCal. error: 6.1%Bias: -0.077 (underconfident)

Domain Performance

Oracle 6 — Science & Infrastructure

Space, Shipping, Climate, Infrastructure

0.189

Brier (Good)

0.112

Rolling-10

18,206 predictions15,573 resolvedCal. error: 4.1%Bias: -0.062 (underconfident)

Domain Performance

Oracle 8 — Biotech & FDA

Pharma, FDA Approvals, Clinical Trials

0.194

Brier (Good)

0.122

Rolling-10

21,619 predictions15,531 resolvedCal. error: 8.1%Bias: -0.091 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

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

0.203

Brier (Fair)

0.125

Rolling-10

6,136 predictions5,549 resolvedCal. error: 8.9%Bias: -0.035 (neutral)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.204

Brier (Fair)

0.186

Rolling-10

20,985 predictions12,757 resolvedCal. error: 6.8%Bias: -0.079 (underconfident)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.204

Brier (Fair)

0.153

Rolling-10

23,333 predictions22,575 resolvedCal. error: 4.9%Bias: -0.041 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.208

Brier (Fair)

0.308

Rolling-10

18,548 predictions13,890 resolvedCal. error: 7.4%Bias: -0.124 (underconfident)

Domain Performance