Most AI today is impressive on the surface. But ask it one simple question — whose data built you, and who gets paid when you're used — and the whole system goes quiet.
That's not a technical limitation. It's a design choice. Attribution was never built in because it was never profitable to include it.
What I find genuinely different about @OpenLedger is that they're not treating transparency as a feature to add later. The entire infrastructure is built around tracing contribution — data, models, inference — back to whoever created value in the first place.
Whether that holds at scale is still the real question. But building the question into the foundation is already different from most of what I've seen.