Trust issues in Web3 have always been a topic that cannot be avoided. From DeFi interactions to ecosystem contributions, how should users' on-chain history be accurately evaluated? The answer may have a new possibility in a recent technological update.

A certain AI innovation platform officially launched AI Hub V2 on December 16, 2025, with one core feature attracting industry attention—the newly introduced On-Chain Reputation System (ORS), which breaks traditional evaluation logic. Previously, scoring systems often only looked at "what was done," but the new system shifts the focus to "how well it was done."

The underlying logic of this system is not complicated: Reputation = Data × Time × Trust. Simply put, it uses three dimensions—specific on-chain behavior data, participation duration, and ecosystem recognition—to depict the true face of users in the Web3 world. It is no longer just about transaction counts or holding amounts, but about the quality of contributions.

For users aiming to establish long-term credit on the chain, this means every meaningful interaction is seen and recorded. This could become a new reference for Web3 community governance, DeFi risk control, and even ecosystem incentives.