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2026-09-26 15:01:05

Quantum-safe Bitcoin transaction costs drop nearly 80% in a week as AI-led coders push optimization

The estimated cost of building a quantum-resistant Bitcoin transaction fell from about $320 to roughly $67 in GPU compute within a week, according to StarkWare, which ran the Quantum-Safe Bitcoin Optimization Challenge with Yukon Research and Eigen Labs. The figure comes from the contest dashboard and reflects stated hardware assumptions rather than a market price. StarkWare said the first quantum-safe Bitcoin transaction was mined on mainnet last month. That initial construction took roughly 3,100 GPU-hours and cost around $320 to build. The biggest expense sits in a brute-force search performed on a user’s own hardware before the transaction reaches the blockchain, so the burden appears as GPU compute rather than a Bitcoin network fee. Contest participants improved performance sharply. One benchmark rose from 146 million verified candidates per second to more than 820 million per second on a standard RTX 4090, with 62 promoted improvements across two tracks. StarkWare said the top records were held by developers running AI models, led by Anthropic’s Opus 5 and Fable 5.1, with OpenAI’s GPT-6 Astra, Grok 4.6, and Kimi close behind. The company also cautioned that the work does not make Bitcoin quantum-safe by itself. These transactions remain nonstandard, must be sent directly to a miner, and only protect coins whose public key has not already been exposed. StarkWare said a soft fork remains the better long-term fix.

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