Most people think AI infrastructure scales by adding more GPUs.
I think the bigger bottleneck is something else: coordination latency.
As AI agents begin calling other agents, every inference becomes part of a larger workflow. If requests spend more time waiting to be routed, verified, and sequenced than being computed, adding more hardware barely improves the user experience.
That makes orchestration just as important as computation.$OPG
What caught my attention about OpenGradient isn't simply decentralized inference. It's the idea that inference, verification, and execution are designed to fit into a programmable on-chain pipeline rather than existing as isolated services.
The next generation of AI infrastructure may not be won by whoever owns the biggest cluster.
It may be won by whoever minimizes the friction between intelligent decisions.
@OpenGradient #OPG #AI #DeFAI #Crypto
I think the bigger bottleneck is something else: coordination latency.
As AI agents begin calling other agents, every inference becomes part of a larger workflow. If requests spend more time waiting to be routed, verified, and sequenced than being computed, adding more hardware barely improves the user experience.
That makes orchestration just as important as computation.$OPG
What caught my attention about OpenGradient isn't simply decentralized inference. It's the idea that inference, verification, and execution are designed to fit into a programmable on-chain pipeline rather than existing as isolated services.
The next generation of AI infrastructure may not be won by whoever owns the biggest cluster.
It may be won by whoever minimizes the friction between intelligent decisions.
@OpenGradient #OPG #AI #DeFAI #Crypto