Centralized AI is hitting the same wall Web2 ran into—power concentrating in the hands of a few, everyone else paying for access.

Here's the thing: training these models requires massive datasets. One entity controlling that data pipeline? That's a monopoly waiting to happen. The compute side doesn't have to follow the same path though.

You can distribute computational work across independent nodes instead of locking it into mega data centers. Let global data feed the models, but spread the processing load. That's where things get interesting for Web3 infrastructure.