Look, OpenLedger says it wants to fix the AI economy by letting data providers, model builders, and AI agents earn directly through blockchain infrastructure instead of feeding centralized tech giants for free.
Sounds reasonable. At first.
But I’ve seen this movie before. A real problem gets wrapped inside a far more complicated system involving tokens, governance layers, validators, staking mechanics, and “decentralized coordination.” Suddenly the solution starts looking heavier than the problem itself.
Let’s be honest. AI is becoming more centralized, not less. The compute power still sits with companies controlling GPUs, cloud infrastructure, and massive proprietary datasets. Blockchain doesn’t erase that reality. It mostly adds another financial layer on top of it.
And then comes the catch nobody likes discussing: who actually gets rich if this works? The contributors? Maybe. The early token holders and insiders? Almost certainly.
The marketing talks about decentralization. The infrastructure still depends on centralized hardware, centralized cloud providers, and human trust when things inevitably break.
That’s where the story gets less futuristic and much more familiar.
