Most people talk about AI like it is magic, but I don’t see it that way.
I believe AI is built on something very real: data, models, and human effort. Behind every smart answer, every useful tool, and every powerful AI output, there is someone’s knowledge, work, or contribution. But what I have noticed is that many of these contributors do not get proper credit or value.
This is why OpenLedger’s Proof of Attribution feels important to me.
What I understand is simple. If AI uses data or models to create value, the people behind those resources should not disappear in the background. They should be recognized. More than that, they should have a fair way to earn from what they helped build.
In my experience, the biggest problem in the AI world is not only innovation. It is ownership. Who gets rewarded when AI grows? Who benefits when outputs become profitable? These are the questions people usually ignore.
I pay attention to ideas like Proof of Attribution because they can make AI more transparent and fair. It gives data providers and model builders a stronger position instead of treating them like invisible fuel for the system.
To me, this is not just a technical feature. It is a shift in mindset.
AI should not only create value.
It should also remember who helped create that value.
