Kamu
kamu.dev
Kamu
@kamu.dev
Global collaborative data supply chains for AI and analytics
https://kamu.dev
In our model if a company behind a DePIN fails - community can preserve all data, or even take over the data pipelines and keep the whole network operational.

This model, is how put "De" back into DePINs and make them behave more like actual DAOs.

#Web3 #DePIN #DataEng

4/4
Ownership and Decentralization of Data in DePINs | Kamu Data
Central role of data in DePIN rewards Challenges of DePIN data management Who owns the data? Evolution of data in DePINs Kamu: Decentralized data middleware Takeaway Decentralized Physical Infrastruc...
www.kamu.dev
August 24, 2025 at 11:36 PM
Solution: Decentralized data middleware where:
- Individual contributors own and control the data they collect
- DePINs access but *don't own* the data
- Data is processed and distributed via transparent and verifiable pipelines

3/4
August 24, 2025 at 11:36 PM
Pinning raw data in #IPFS or #Arweave is just "Web3-washing" the problem. The true value of a DePIN is in its data collection, verification, quality scoring, and distribution pipelines, which are often closed-source and extremely hard to reconstruct if lost.

2/3
August 24, 2025 at 11:34 PM