> For the complete documentation index, see [llms.txt](https://gitbook-97.gitbook.io/datamind/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://gitbook-97.gitbook.io/datamind/core-features/ai-reputation-system.md).

# AI Reputation System

#### **AI Reputation System: Trust That’s Earned, Not Bought**

In a decentralized system, how do we know who to trust?

DataMind solves this with a **reputation system** that scores users based on their contributions, accuracy, and feedback. The more high-quality work you do, the more respected you become.

* Data Providers are rated for quality 
* Developers are rated for performance and transparency 
* Bad actors can’t game the system because they risk losing staked tokens

It’s a **merit-based trust system** built for the AI era.