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![TimMacknight Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3054431906.png) Tim Macknight [@TimMacknight](/creator/twitter/TimMacknight) on x XX followers
Created: 2025-07-25 12:32:11 UTC

🧠 Validators and miners working together ensure the integrity of AI models and network security. Their coordinated efforts unlock a merit-based reward system, incentivizing high-quality contributions, which steadily improves the overall AI ecosystem’s robustness.


X engagements

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

[Post Link](https://x.com/TimMacknight/status/1948722951613780282)