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Why Vitalik is Wrong About Self-Sovereign Computing

Why Vitalik is Wrong About Self-Sovereign Computing

Published:
2026-02-19 19:39:01
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Vitalik Buterin's vision for self-sovereign computing by 2026, which includes replacing centralized services like Google Docs and Gmail with decentralized alternatives, overlooks critical limitations. While his push for digital autonomy is commendable, local AI hosting on personal hardware remains impractical for serious applications.

The cloud infrastructure market, dominated by Amazon, Microsoft, and Google, underscores the scale of centralized control. These three firms account for 66% of the $102.6 billion quarterly spending in global cloud services. Local AI models may safeguard privacy, but they sacrifice the computational power needed for advanced applications.

Decentralized solutions must balance autonomy with scalability. Buterin's framework, though ideologically sound, fails to address the technical hurdles of running high-performance AI without centralized infrastructure.

|Square

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