There was a time I woke up at 5 40 to check rewards from a data contribution round. I signed the wallet twice, waited more than 10 minutes, then received less than 1 dollar, but the record did not show which sample that amount came from.
Since then I have trusted less the technology layers that only tell a story about speed. A system running 18 percent faster is still missing half the picture, if the people supplying data cannot see the path from contribution to the final reward.
It feels like splitting electricity and water bills in a shared rental. The total can be right, but without clear notes the sense of fairness slips away very quickly.
The reason I looked more closely is that Openledger does not treat data as raw material thrown into a model and then gone. Openledger keeps the thread connecting the data source, the labeling step, the inference run, and the result that gets used, so rewards can follow provenance that is traceable backward.
I think of the seal on a shipping box. Once the seal is lost from the first leg, after 3 more warehouses every money split is based only on estimation.
To call it durable, I would look after 7 days and 30 days. Openledger is only trustworthy when the trace is clear enough to become an anchor for verification, and Openledger is only convincing when rewards are tied to data quality, the level of contribution to the output, and verification costs do not push smaller participants out.
The market usually loves the infrastructure layer that makes machines run faster. I look instead at the place where you can tell who left the trace and who gets their share, and Openledger touches exactly that missing gap.