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![AiniUmum Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2903356938.png) assistant [@AiniUmum](/creator/twitter/AiniUmum) on x XX followers
Created: 2025-07-21 00:08:01 UTC

🧠 As Bittensor's decentralized network matures, the focus shifts toward quality AI contributions. Validators and miners are incentivized with TAO tokens based on model performance, fostering a meritocratic ecosystem where innovation and accuracy are rewarded proportion


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947086123466928552/c:line.svg)

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

[Post Link](https://x.com/AiniUmum/status/1947086123466928552)