I just came across an interesting Federal Reserve document that flips the way we should evaluate macroeconomic forecasts. It turns out that the Kalshi platform provides data that is often more accurate than traditional surveys and forecasts. Sounds crazy, but it’s not my opinion—this is the conclusion of the Federal Reserve itself.

In a study titled “Kalshi and the Growth of Macro Markets,” the Federal Reserve conducted a serious analysis of how regulated predictive markets platforms function as a tool for macroeconomic forecasting. It found that data on inflation, interest-rate moves, and other key indicators on Kalshi is often more consistent and more timely than information from traditional sources. The platform responds to news in real time, showing how the market perceives economic shifts.

What surprised me the most is that Kalshi provides unique data on variables for which there simply are no other market distributions. These include GDP growth, core inflation, unemployment, and employment. That means the platform fills a gap that has existed for years. Prediction markets have proven to be a valid source of information for policy analysis and academic research.

What’s especially interesting is that the Federal Reserve acknowledges that as these markets grow and liquidity accumulates, their potential to improve analysis only increases. This is not just a confirmation of Kalshi’s validity—it’s a recognition that predictive markets, as a category, are changing the way we understand macroeconomic uncertainty.

But here’s the paradox: while the Federal Reserve and the CFTC recognize the legitimacy of these platforms and emphasize their jurisdiction over derivatives markets, some states—such as Tennessee and Massachusetts—treat them simply as bets. CFTC Chair Mike Zelig made it clear that the organization is protecting its exclusive jurisdiction. It turns out that the regulatory landscape is still being shaped, but the foundation is already laid—research shows that prediction platforms work and provide valid data.

As these markets continue to grow, they will likely become a standard tool for serious analysts and policymakers. It’s interesting to see how traditional financial instruments and new market mechanisms begin to coexist and complement one another.