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![Donats01 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1643347167782879232.png) Donatus [@Donats01](/creator/twitter/Donats01) on x 5411 followers
Created: 2025-07-17 18:59:44 UTC

Sofia Just stepped off the panel at the 2025 Generative AI Forum! The @numbersprotocol team has been leveraging AI workflow to drive innovation, but now: How can we ensure the integrity and transparency of AI outputs without a robust provenance layer like Numbers Protocol?🤔
#NUM

![](https://pbs.twimg.com/media/GwFNKbwW0AAsQQR.jpg)

XXX engagements

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**Related Topics**
[num](/topic/num)
[robust](/topic/robust)
[numbersprotocol](/topic/numbersprotocol)
[generative](/topic/generative)
[coins ai](/topic/coins-ai)
[numbers protocol](/topic/numbers-protocol)
[coins bsc](/topic/coins-bsc)

[Post Link](https://x.com/Donats01/status/1945921376151371862)