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![Satoshi_L2 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1629889110608613376.png) Satoshi Sheriff [@Satoshi_L2](/creator/twitter/Satoshi_L2) on x 2869 followers
Created: 2025-07-26 04:59:25 UTC

@Mira_Network’s approach to AI trust is brilliant, using decentralized checker nodes with staking penalties to economically disincentivize cheating builds real accountability. 

Combining blockchain incentives with diverse models is exactly how we create AI systems we can truly rely on.


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**Related Topics**
[blockchain](/topic/blockchain)
[staking](/topic/staking)
[decentralized](/topic/decentralized)
[coins ai](/topic/coins-ai)
[satoshi](/topic/satoshi)

[Post Link](https://x.com/Satoshi_L2/status/1948971396736188935)