7 Specialized AI Agents • Self-Learning • 24/7 Monitoring
January 2026 • Confidential
Choose depth based on position size and importance
Smart Budget: $50/day cap • $1,500/month maximum • Automatic cost optimization
Specialized AI agents working together
Per 1 million tokens (all providers)
Each category gets optimized weights — one size does NOT fit all
System automatically detects category from question keywords
Override presets with custom weights for specific markets
The Swarm analyzed itself to find optimal configurations
| Category | Top Agent | Quant : AI | Bias Penalty | Min Edge | Confidence |
|---|---|---|---|---|---|
| 🏛️ Politics | QA (25%) | 35 : 65 | 45% | 8% | 70% |
| ⚽ Sports | SPECIALIST (40%) | 70 : 30 | 10% | 5% | 60% |
| ₿ Crypto | SPECIALIST (30%) | 60 : 40 | 35% | 10% | 65% |
| 📈 Finance | SPECIALIST (35%) | 55 : 45 | 20% | 6% | 65% |
| 🎬 Entertainment | ARCHITECT (30%) | 40 : 60 | 15% | 6% | 60% |
| 🔬 Science | SPECIALIST (25%) | 35 : 65 | 25% | 8% | 65% |
| 🌍 Geopolitics | QA (30%) | 25 : 75 | 50% | 12% | 75% |
| 🎭 Culture | ARCHITECT (30%) | 45 : 55 | 20% | 7% | 55% |
We don't trust all sources equally
The AI improves from every prediction
Track Brier score for each agent per category. Lower = better predictions.
"When QA says 80% confident, how often is it correct?"
10% new data + 90% old weights. Stable, no overfitting.
Never miss an opportunity
Alert: "BUY opportunity on [Market X] - 15% edge detected"
Scalable from hobby to professional
| Usage Level | Daily Activity | Monthly Cost | ROI Target |
|---|---|---|---|
| Light | 10 QUICK scans | $0 | Learning |
| Active | 50 QUICK + 10 STANDARD | $45 | $500+ profit |
| Serious | 100 QUICK + 20 STD + 5 DEEP | $240 | $2,500+ profit |
| Professional | 500 QUICK + 50 STD + 10 DEEP | $525 | $5,000+ profit |
7 AI agents • Self-learning • 24/7 monitoring
The future of prediction market trading
© 2026 Neural Net Ninja • Confidential