Predictive Semantics Guard

A software platform integrated with prediction market APIs (like Kalshi, Polymarket) that proactively alerts users to potential semantic loopholes or ambiguity in betting propositions *before* they place a bet. Leverages AI sentiment analysis (similar to parsing user comments) to identify risky wording and provides alternative, clearer phrasing suggestions. Designed to minimize losses and improve user trust in prediction markets.

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