Have you ever wondered where the biggest risk points in blockchain truly lie? Many people would say it's smart contract vulnerabilities or hacker attacks. But what if I told you that the real threat comes from the price data we use every day?

Last year, I witnessed something that left a deep impression on me. A leading DeFi platform's oracle delayed data updates by just 3 seconds, and as a result, during those volatile minutes, a chain reaction of liquidations was triggered. In less than ten minutes, $80 million was gone. At that moment, I truly understood— the most formidable enemy in the blockchain world isn't hackers, but "distorted truths."

**The Embarrassing Situation of Traditional Oracles**

When it comes to oracles, most people's understanding still stops at the level of "price reporting machines." Indeed, advanced solutions have addressed questions like "How much is ETH right now?" But real-world needs are far more complex.

Imagine scenarios like: a property needs to be tokenized, a bond needs to be digitized, or the ownership of an aircraft needs to be verified... The problems immediately become thorny:

How to verify the authenticity of this property rights document? Has the bond been pledged multiple times? Is the aircraft really at the specified location right now?

Traditional solutions are completely powerless against these issues. They are designed to handle standardized data, but when faced with the complexity of the real world, they fall short.

**The True Role of AI**

What truly excites me is the application of AI in the new generation of solutions—this is not just riding the trend, but genuinely using AI where it matters.

Using AI as a "data forensic" tool is a different approach. For example, when an institution wants to issue an asset, AI can not only read data but also cross-verify, identify anomalies, and assess data credibility. This multi-dimensional authenticity verification is exactly what DeFi needs as it moves toward complex assets.

The evolution of oracles is clear: from simple quote tools to "information interpreters" that understand the complexities of the real world. And this is a crucial step in reshaping the trust foundation of blockchain.