What is the most frustrating? Spent a long time writing the prediction market contract, and all the data was wrong, making all the previous effort worthless. At that moment, I realized that truly reliable oracles are not about speed; the key is data sensitivity and integrity.

APRO's system is quite interesting—using AI as a judge, cross-verifying multiple data sources, AI filtering noise, and then proving on-chain with ZK. This means those trying to cheat can't hide anything; it can be easily exposed. Even more impressive is that it doesn't just feed price data; it can handle sports events, real estate valuations, gaming assets... anything.

What does this mean? Simply put, the entire ecosystem including RWA, AI Agents, sports lottery, and BTCFi might all rely on it. It sounds a bit exaggerated, but considering the current infrastructure gaps, it indeed has this potential.

Another point worth noting is that a leading exchange has invested $400,000 in rewards to support creators, with backing from major institutions, and high community enthusiasm. After the project launches, there’s still considerable volatility, and the entry rhythm is quite good now. In the long run, infrastructure-type projects like this are still worth allocating to.