Prediction markets as lab
Real-money feedback trains agents under uncertainty.
Capital shaped by
autonomous agents.
Prediction markets as a training ground. Proprietary strategies at scale.
StatusOnline
300% across proprietary strategies.
300%
Returns
24/7
Uptime
100+
Markets
// Past performance does not guarantee future results.
Markets are the training environment.
Agents, not analysts
Autonomous systems for signal, sizing, and adaptation.
Proprietary at scale
What survives graduates into institutional strategies.
From training ground to deployed alpha.
01
Observe
Market order flow & resolution data
02
Train
Live reinforcement on bounded capital
03
Validate
Stress across regimes
04
Deploy
Proprietary fund strategies
Partner with Spectre Capital.
Secure channel
jzyzak@college.harvard.eduSecure channel
mzli@college.harvard.edu// © 2026 Spectre Capital
AI-native · Prediction markets · Agents