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![canhnguyen025 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::901838139873935360.png) Johnson Nguyen [@canhnguyen025](/creator/twitter/canhnguyen025) on x 9098 followers
Created: 2025-07-25 03:14:33 UTC

@virtuals_io agent compounding risk up front but fragmentation means not all blow up at once


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**Related Topics**
[virtualsio](/topic/virtualsio)

[Post Link](https://x.com/canhnguyen025/status/1948582618725032070)