Kalshi launches crowdsourced 10-year debt-to-GDP forecast tool for users

Kalshi is building a research product layer on top of its exchange, and the Citizen Debt Forecast gives it proprietary macro content to promote beyond trading circles. That content matters for regulatory defense: politicians and CFTC staffers increasingly question whether event contracts produce manipulable prices or genuine forecasts. Kalshi can now point to a live, published macro indicator built from its own user base when those hearings arrive.

The risk is self-serving data: opponents will dismiss crowdsourced projections as marketing unless independent scholars validate the methodology. Kalshi published an internal accuracy study ten days ago, but a peer-validated follow-up would carry far more weight before lawmakers frame the research as industry advertising. Speed still beats perfection when hearings are being scheduled, and Kalshi's research page gives it a distribution channel that Polymarket lacks.