PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 10: BUILDING-BLOCK REALITY Exaptation

"A 2026 Federal Reserve FEDS paper found that Kalshi markets provide a high-frequency, continuously updated, distributionally rich benchmark valuable to researchers and policymakers."

The paper evaluates Kalshi against traditional survey and market-implied forecasts and finds that its prediction markets provide a real-time macroeconomic expectations benchmark useful to researchers and policymakers.

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