$OPG #OPG
For a long time, I looked at crypto roadmaps the same way most people do: more releases meant more progress.

But @OpenGradient makes me think the better question is whether each new layer actually strengthens the one next to it.

There are already thousands of models available on the network and millions of recorded inferences. Those numbers show that something is happening. At the same time, activity alone does not automatically translate into lasting demand. Especially while the network is still developing, it is difficult to know how much of that usage will remain over time.🔍

What I find interesting is the relationship between the different parts of the ecosystem. Models need compute to be useful. Compute needs verification to be trusted. Verification needs payments to create incentives. And payments only become meaningful when applications provide enough value for users to return.

That creates a simple but important reality: adding more components does not necessarily make the network stronger. If one part of the chain struggles, the rest can appear healthier than they really are.

This is why I think OpenGradient’s roadmap is less about shipping features and more about building connections between them. The real milestone is not another launch or integration. It is reaching a point where usage in one area naturally drives usage in the others.
When that happens, OPG demand stops depending on expectations and starts reflecting actual network activity.

So the question is not how many pieces OpenGradient can add. It is whether those pieces can eventually create a loop that keeps users, developers, and demand moving in the same direction.

What is the biggest driver of sustainable OPG demand?