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![TimMacknight Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3054431906.png) Tim Macknight [@TimMacknight](/creator/twitter/TimMacknight) on x XX followers
Created: 2025-07-23 18:28:17 UTC

💡 The mathematical rewards system aligns incentives precisely—validators secure the network, miners validate models, and contributors earn TAO based on quality. This transparent economy fosters trust and encourages continuous improvement across AI markets.


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948087791025336703/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)
[tao](/topic/tao)

[Post Link](https://x.com/TimMacknight/status/1948087791025336703)