Probability Pricing,
Not Prediction
BoxAI studies how markets misprice uncertainty and where probabilistic assets deviate from equilibrium pricing structures.
Why Prediction Markets ≠ Gambling
Prediction markets are not about guessing outcomes. They are financial systems that compress uncertainty into objective price signals governed by strict payoff constraints.
Not Betting on Outcomes
Markets do not reward who is “right.” They price probabilities under no-arbitrage structures and bounded settlement rules.
Deterministic Settlement
Outcomes resolve into discrete cash flows. No narrative, no emotion — only predefined payout logic.
Financial Engineering Framework
Fully collateralized. Cash-settled. Structured risk exposure — not entertainment speculation.