Independent humans, organizations, and incentive structures are responsible for operating Compute Nodes. To transform these separate elements into a functional network, coordination around shared standards is essential. This allows users to select trustworthy resources and count on predictable execution. If orchestration is lacking, nodes act alone, creating a risk of workload degradation and making it harder to recover when the system is under load. Ocean Network is developing a p2p compute network specifically to keep AI workloads running smoothly across these autonomous operators, while ensuring users retain the power to select their own nodes.

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