Can TON break free from the fate of a "short-lived narrative"? After the Tap-to-Earn craze subsides, this long article systematically dissects how TON has undergone a deep transformation from a surge in Telegram traffic to a phase of compliance, infrastructure, and financial consolidation. It covers its globalization strategy, TON Space wallet, the triadic financial structure of DeFi-PayFi-RWA, Layer2 payment networks, BTC cross-chain bridges, and other core layouts, while revealing its challenges and ambitions. This is not only a review of a public chain but also an insightful exploration of the "Web2 → Web3 user conversion path."