Cory Klippsten, CEO of Swan Bitcoin (Wired, Mar 16, 2026)
Prediction markets are trading platforms where participants buy and sell contracts tied to the outcome of future events.
The events can include everything from elections and economic data to sports results and technological milestones.
By attaching financial incentives to forecasts, these markets aim to produce real-time probability signals that often outperform traditional polling or expert opinion.
The idea of prediction markets predates crypto by decades.
Academic experiments in the late 20th century demonstrated that when individuals trade contracts based on future outcomes, market prices often reflect surprisingly accurate probability estimates.
Traditional online prediction platforms operated with centralized oversight and regulatory constraints. However, blockchain technology introduced a new model: decentralized prediction markets powered by smart contracts.
These systems allow participants to create markets, trade outcome tokens, and settle results transparently without relying on a single operator.
By 2025, prediction markets had become a growing segment of the Web3 ecosystem, particularly during major global events such as elections.
Decentralized platforms demonstrated the ability to generate continuously updating probability signals, attracting traders and media attention.
In some cases, prediction market pricing influenced broader narratives by offering alternative probability assessments to mainstream forecasts.
At the same time, regulatory scrutiny intensified.
Governments debated whether prediction markets should be treated as financial derivatives, gambling products, or informational tools.
As global liquidity networks evolve and prediction markets become more sophisticated, they are likely to become more embedded in mainstream decision-making.