Ethereum co-founder Vitalik Buterin critiques the current direction of prediction markets, arguing they have become too focused on short-term gambling like crypto price bets and sports. He proposes a shift toward using them as hedging tools for real-world cost-of-living expenses, envisioning personalized financial baskets powered by local AI.
Ethereum co-founder Vitalik Buterin has warned that prediction markets are drifting into unhealthy territory, overly reliant on short-term cryptocurrency price bets and sports gambling. He stated these markets have grown to support real volume and full-time traders but are falling into a narrow product trap fueled by bear market pressure.
Buterin outlined three reasons people participate: as naive traders who bet badly, as information buyers seeking data, or as hedgers using markets for insurance against real-world risks. He argued the field currently depends too much on the first group, which encourages poor decision-making over valuable forecasting.
He advocated for hedging as a superior use case, providing an example of an investor hedging political risk against their biotech holdings. The investor might lose a small bet but gain a utility worth “$0.58 in terms of utility, even if the bet itself is not profitable.”
Buterin’s most ambitious vision links prediction markets to stabilizing purchasing power, suggesting users care more about stable purchasing power than stable digital dollars. He proposed creating price indices for different goods and services by region, with prediction markets for each class. A local large language model could then craft a personalized prediction market basket reflecting an individual’s future spending habits.

