When computation gets concentrated in a handful of mega data centers, you're essentially betting everything on their infrastructure holding up—system failures cascade, security risks pile up, and access remains locked behind gatekeepers.

A distributed computing model flips the script entirely. By spreading intelligence and computational workload across a global network, you eliminate those catastrophic single points of failure. More importantly, you're taking power away from centralized entities and putting it back into the hands of participants worldwide.

This approach to decentralized infrastructure isn't just technical optimization—it's about reshaping who gets to participate in the digital economy. Open access, reduced dependency, genuine resilience. That's where the real shift happens.