Most people see AI as a race to build bigger models.
I think they're looking in the wrong place.
The real bottleneck in AI isn't intelligence—it's attribution.
Every AI breakthrough is built on mountains of data, yet the people Who contribute that data rarely share in the value that's created. The system rewards model owners, not knowledge creators.
That's why OpenLedger caught my attention.
Instead of competing to build another foundation model, they're buildinG something More fundamental: aN attribution layer for AI. A system designed to measure which data actually contributes to aN output and reward contributors accordingly.
If Proof of Attribution works at scale, it could Reshape AI economics.
Imagine a future where: • Data isn't extracted—it earns. • Expertise becomes a Monetizable asset. • Specialized datasets outperform generic scale. • AI value flows back to the people who create the knowledge.
The next AI giant may not be the company with the smartest model.
It may be the network that finally answers a question the industry has ignored for years:
"Who deserves credit when AI creates value?"
That's a much bigger opportunity than most people realize.