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![cweb11964 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::606201132.png) Christina Webster [@cweb11964](/creator/twitter/cweb11964) on x XX followers
Created: 2025-07-25 06:54:13 UTC

Decentralized AI model training and validation harness economic incentives that prioritize quality and transparency. By aligning validator rewards with performance metrics, Bittensor ensures robust, merit-based development that surpasses centralized approaches in scalability


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948637897118417294/c:line.svg)

**Related Topics**
[robust](/topic/robust)
[metrics](/topic/metrics)
[decentralized](/topic/decentralized)
[coins ai](/topic/coins-ai)
[bittensor](/topic/bittensor)
[coins layer 1](/topic/coins-layer-1)
[coins dao](/topic/coins-dao)
[coins depin](/topic/coins-depin)

[Post Link](https://x.com/cweb11964/status/1948637897118417294)