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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 2917 followers
Created: 2025-07-26 04:23:45 UTC

@mrstifcb @OpenledgerHQ @cookiedotfun @OpenledgerFdn @OpenLedger highlights a crucial issue, AI disrupting core databases without transparency risks serious data loss. 

Addressing this with clear, accountable automation is key to building trust in the future of decentralized systems.


XX engagements

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

[Post Link](https://x.com/Satoshi_L2/status/1948962419705077877)