Vitalik Buterin outlines vision for personalized prediction markets
February 14, 2026, 1:54 PM
Ethereum founder Vitalik Buterin pointed out on social media that prediction markets are over-converging on marketability in an unhealthy manner, often embracing topics with no social information value.
He argued that participants should evolve beyond being naive traders, who bet based on misinformation, or simple information buyers. Instead, they should become "hedgers" who use these markets to reduce their own risk. As an example, Buterin explained that an individual holding biotech stocks could hedge by betting on the victory of a political party whose policies are unfavorable to the industry.
Furthermore, Buterin proposed a future system where price indices are created for all major goods and services. Prediction markets would be opened for each category, and a local LLM would analyze a user's personal spending patterns. This AI would then suggest a personalized basket of prediction market shares equivalent to the user's expected future spending, a development he suggested could ultimately eliminate the need for fiat currency.
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