The new residential regulations in 2025 are both a “stress test” and a “transformation opportunity” for the real – estate industry. They require real – estate enterprises to transform from “scale expanders” to “quality service providers” and from “short – term arbitrageurs” to “long – term value creators”. For entrepreneurs, the key to seizing the “good – house” opportunity lies in understanding the essential changes in user needs, building competitiveness with product strength as the core, and finding their own survival and development space in the differentiated market.

Filling in college applications is essentially a “human choice” – a way to meet the future self. The value of AI tools lies in using technology to reduce the “information cost” of choices rather than replacing “human thinking”. Entrepreneurs need to keep in mind that technology is a means, and user needs are the core; efficiency is the foundation, and professionalism and humanity are the long – term competitiveness. Only in this way can AI-assisted college application truly become a “helper” for candidates rather than a “decision – maker”.