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Prediction market platform Kalshi is seeking regulatory approval to introduce risk-based margining for select event contracts. The move aims to reduce collateral requirements for institutional participants, replacing the current system that demands traders post enough funds to cover their maximum potential loss. Under the proposed model, Kalshi Klear will set initial margin requirements based on estimated price moves over a one-day holding period, while sports markets will remain fully collateralized.