Vitalik Buterin advocates for self-sovereign computing by running AI models locally on personal devices to protect data privacy. However, this approach is limited by hardware constraints and does not address the needs of large-scale AI deployments demanding heavy GPU resources. Decentralized compute networks aggregating global underutilized hardware offer a scalable, cost-effective alternative that aligns with crypto’s principles of decentralization and enables both independence and growth.

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