#openledger $OPEN Look, I’ve seen this movie before. Every few years Silicon Valley discovers a “broken” internet and suddenly a shiny new blockchain arrives claiming it will fix trust, ownership, and fairness. This time it’s OpenLedger selling the idea that AI companies are stealing everyone’s data and that “Proof of Attribution” will somehow create a fair economy for contributors.
Sounds great. On paper, at least.
But here’s the part the marketing threads skip over: attribution inside AI models is messy, expensive, and often impossible to measure cleanly. These systems aren’t neat little spreadsheets where you can trace one sentence back to one contributor. They’re giant statistical blenders. Once the data goes in, good luck untangling who really deserves what.
And let’s be honest. Adding a blockchain to AI doesn’t magically remove centralization. Somebody still controls the infrastructure, the incentives, the treasury, the token emissions, and the rules. The people closest to the protocol usually make the real money long before “community contributors” ever see a payout.
That’s the catch. They’re selling fairness while building another layer of complexity most users will never understand until something breaks. And when it does, there won’t be a DAO vote that refunds your time.