IRYS, as a programmable L1 data chain, targets the blue ocean of AI and data-intensive applications. What makes it attractive? First, the data-as-asset technological framework breaks the traditional data value dilemma, and the deflationary token model provides holders with continuous revenue expectations. Second, the explosive growth in data storage demand in the AI era makes this track itself a hot spot. However, in the short term, liquidity and competition from similar projects will indeed constrain performance. The key is whether the ecosystem can be quickly implemented and whether the cost advantages can be translated into actual appeal.