Market Confession #24
At first, I thought AI projects competing on model quality was the entire future of the sector.
But over time, I started noticing a different pattern with OpenLedger. It’s not just focused on AI outputs. It’s focused on attribution infrastructure. The idea that contributors, builders, and participants should remain visible while systems generate value is a much bigger narrative than most people realize.
If attribution systems actually work at scale, the economics of this sector could shift from pure extraction toward participation and ownership. Still, from a market perspective, this model carries real risks. Narratives are crowded, attribution systems are difficult to scale, and if developers don’t actively build on the infrastructure, the narrative weakens quickly.
So I’m not watching hype or short term price action alone. I’m watching builder activity, contributor participation, and whether applications actually start using attribution based systems. Are users finally moving towards ownership of thier contribution..or just trading another AI narrative?