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ZK proving competes with AI for GPUs, raising costs despite 9% efficiency gains from hardware use improvements.

Protocol Fundamentals
21 Aug 2026
Crypto news
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Neutral
pluang ai news

ZK proving systems now compete with trillion-dollar AI data centers for Nvidia GPUs, driving up proof generation costs despite a 9% performance improvement reported by Cysic through better hardware utilization. The main cost driver is inefficient GPU use due to architectural mismatches between zero-knowledge software and hardware, not raw computing power. This competition pressures real-time Ethereum proving and ZK-rollups first, potentially increasing fees and limiting prover operators. Cysic is advancing FPGA and ASIC hardware solutions and proposing an open prover marketplace to reduce reliance on GPUs and ease cost pressures.

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