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![yanez__ai Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1904563934457151488.png) Yanez.ai [@yanez__ai](/creator/twitter/yanez__ai) on x XXX followers
Created: 2025-07-23 00:11:19 UTC

Subnet Update!
MIID SN54 Validator Improvements 🛠️

We’ve made some big updates to improve stability, scoring, and performance:
• Validator Model Management & Timeout Handling
• Penalty System Optimization
• Rule-Based Variation & Compliance Scoring
• Enhanced Query Generation
• Performance & Scalability Improvements

Launching to main net soon.
Full 

#Bittensor


XXXXX engagements

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[Post Link](https://x.com/yanez__ai/status/1947811730379444641)