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![TinDinh2701 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1648167111574040576.png) Tin Dinh [@TinDinh2701](/creator/twitter/TinDinh2701) on x 2257 followers
Created: 2025-07-16 07:07:22 UTC

.@gensynai RL Swarm: Decentralized Collaboration for AI

- RL Swarm enables multiple models to train together, each model independently solves tasks, critiques peers’ results, then collectively votes on the best outcome

- It uses SkipPipe, a dynamic pipeline parallelism system that adapts in real time, cutting idle time by ~55% and keeping training resilient even if nodes drop offline

- Verification is handled by Verde + refereed delegation, only disputed computation steps are recomputed, making proof checks lightweight and efficient

- Built on a custom Ethereum L1 rollup with off chain execution, this design ensures on chain accountability while distributing heavy ML compute across global nodes


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945379716367835294/c:line.svg)

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

[Post Link](https://x.com/TinDinh2701/status/1945379716367835294)