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![chiragdwk Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::477552157.png) chirag upadhyay [@chiragdwk](/creator/twitter/chiragdwk) on x XX followers
Created: 2025-07-19 06:49:55 UTC

🧠 Decentralized AI model benchmarking ensures transparent, merit-based validation across Bittensor subnets, leveraging TAO incentives to promote high-quality contributions. This approach fosters a robust, open marketplace where true AI performance drives network growth and


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946462488058331503/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1946462488058331503)