In the era of explosive growth in DeFi and AI applications, data quality determines everything.

Imagine what happens if garbage data flows into AI models. The model will crash directly. The same principle applies to DeFi—untrustworthy price data, unclean on-chain information—these are all invisible bombs—posing risks to user assets everywhere.

That's why the industry places such importance on oracle services. A good Oracle system needs to accomplish two things: first, ensure that data sources are sufficiently clean, filtering out noise and anomalies; second, implement multi-chain verification mechanisms to guarantee data authenticity and trustworthiness. These two points may seem simple, but executing them well is not easy.

Currently, some projects are deeply focused on this area, dedicated to providing high-quality on-chain data infrastructure for the entire ecosystem. Their approach is very clear—only when data cleanliness and credibility meet standards can they truly support the steady development of the AI and DeFi ecosystems. In other words, data is the infrastructure, the prerequisite for these applications to run smoothly.