The article reviews Kalshi’s inaugural research conference, showing prediction markets expanding beyond elections and sports into macro, political, and corporate hedging. It explains how direct event benchmarks simplify institutional hedging, maps the three-stage adoption process, and highlights collateral requirements and regulatory steps as key hurdles.

• Sports betting still dominates Kalshi volume (~80%, nearly $3B/week) but its share is at an all-time low as other categories grow faster.
• Prediction markets replace institutions' need to make two correlated bets (event outcome + market impact) with one liquid benchmark price.
• Full adoption requires three stages—monitoring odds as data, legal/tech integration, then real trading volume—and most firms are stuck at stages one or two due to full-collateral requirements, pending Kalshi's move to margin trading via NFA/CFTC approval.
• Industry figures (AQR's Moskowitz, Tradeweb's Dixon) expect institutional prediction-market use to become routine within five years, comparing it to early options trading.