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![CaoimheFogarty Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3044528864.png) Caoimhe Fogarty [@CaoimheFogarty](/creator/twitter/CaoimheFogarty) on x XX followers
Created: 2025-07-17 23:37:17 UTC

🔍 With transparent validation mechanisms, TAO ensures AI model contributions are objectively evaluated—no black boxes or biased metrics. This promotes quality, accountability, and fairness, making the network resilient and trustworthy—key for sustainable AI development


X engagements

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

[Post Link](https://x.com/CaoimheFogarty/status/1945991225703624748)