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![chiragdwk Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::477552157.png) chirag upadhyay [@chiragdwk](/creator/twitter/chiragdwk) on x X followers
Created: 2025-07-21 10:02:24 UTC

⚡️ The network effect of collaborative AI surpasses any single entity’s capabilities. As more contributors join, validated models improve, creating a virtuous cycle of growth. The upcoming halving will likely boost incentives, attracting even more AI developers to stake


X engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947235703688982693/c:line.svg)

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

[Post Link](https://x.com/chiragdwk/status/1947235703688982693)