When it comes to Web3 prediction markets, the initial impression is that they are purely speculative games—taking sides, betting early, full of noise. There are more short-term followings and less genuine value discovery.

It wasn't until I carefully explored platforms like Limitless that I realized prediction markets are far more than just gambling. These projects are redefining information aggregation and decision-making mechanisms. They weave dispersed opinions and data into market signals, allowing participants to discover true value during the trading process. The design of this mechanism is itself quite fascinating—not just a game of buying long or short, but an engine for information discovery.