AI is migrating from cloud platforms to networked infrastructure.
Inference latency, cost, and censorship pressure force compute toward decentralized GPU meshes and on-chain coordination.
This isn’t ideological. It’s architectural.
Central clouds optimize control. DeAI optimizes availability and throughput.
At scale, only one of these stays efficient.
This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.
Decentralized AI will win the infra war in 2026.
AI is migrating from cloud platforms to networked infrastructure.
Inference latency, cost, and censorship pressure force compute toward decentralized GPU meshes and on-chain coordination.
This isn’t ideological. It’s architectural.
Central clouds optimize control.
DeAI optimizes availability and throughput.
At scale, only one of these stays efficient.