How Decentralized Infrastructure Gives America the Edge in AI—Greg Osuri’s Bold Vision

Silicon Valley's old guard is sweating—decentralized infrastructure just became America's secret weapon in the AI arms race.

Greg Osuri's blueprint cuts through Big Tech's bottlenecks, putting GPUs where they belong: in the hands of the crowd.

The trillion-dollar question: Will Wall Street's suits finally grasp this before their legacy data centers become expensive paperweights?

The way forward

So what’s the path forward?

We start by incentivizing distributed infrastructure, making it easier and more profitable to build beyond hyperscale facilities. We fund federal research and development for distributed computing to accelerate innovation in the public and private sectors. To host edge computing powered by local clean energy, we open up federal land and institutions. And finally, we streamline support for next-generation energy sources like advanced nuclear grids, so the future grid can match the volume of AI energy demand.

Through this approach, we reduce permit delays and unleash the latent value in our nation’s underused assets, from rural substations to decommissioned industrial zones. Our energy crisis cannot be solved with a single fix. But taken together, these steps serve as a resilient model for America to lead in AI development.

This shift does much more than fix our energy bottleneck—it reshapes access. Developers can build independently of Big Tech without begging for compute. These infrastructure policies WOULD level the field for smaller players to build and deploy advanced AI models, decentralizing opportunity itself.

AI is set to shape every society and sector it touches. But ultimately, whoever controls the foundation will determine which values guide that outcome. We can let foreign powers consolidate that foundation, outstripping our capacities to build and entrenching centralization, surveillance, and control. Or we can leverage America’s edge and develop our infrastructure at the pace with which energy demands to guarantee resilience, transparency and freedom.

If the U.S. wants to lead in AI, we must act decisively. We cannot rely on legacy systems or lethargic bureaucracy. We don’t need more studies or more panels. If we want to define the future on our terms, we need to build, and we need to build now.

Let’s get to work.