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AI Models Drive Down Costs for Quantum-Safe Bitcoin Transactions

StarkWare reports an 80% drop in costs for quantum-safe Bitcoin transactions, aided by AI models in a recent optimization challenge.

Mercation Admin
September 26, 2026 1 min read
AI Models Drive Down Costs for Quantum-Safe Bitcoin Transactions

AI Innovations Slash Costs for Quantum-Safe Bitcoin Transactions

StarkWare has announced a significant reduction in the costs associated with quantum-safe Bitcoin transactions, dropping from approximately $320 to around $67 in just one week. This decrease is largely attributed to the efforts of developers participating in the Quantum-Safe Bitcoin Optimization Challenge, which focused on enhancing the efficiency of the brute-force search process using user GPUs.

The challenge saw impressive submissions primarily from developers employing AI models, including Anthropic's Opus 5 and Fable 5.1, with OpenAI’s GPT-6 Astra, Grok 4.6, and Kimi closely behind. The $67 cost, however, is only an estimate and not indicative of a market price, as StarkWare clarified that achieving quantum safety for Bitcoin would still require a soft fork in the long run.

StarkWare, in collaboration with Yukon Research and Eigen Labs, organized the competition to encourage innovation in reducing the costs of quantum-resistant transactions. The first successful quantum-safe Bitcoin transaction was mined on the mainnet last month, requiring about 3,100 GPU-hours and costing around $320. The recent competition has drastically cut this cost due to improved processing speeds, with solvers reporting a jump from 146 million verified candidates per second to over 820 million on standard RTX 4090 hardware.

While the advancements are promising, StarkWare cautioned that the $67 figure is contingent on specific hardware conditions and may fluctuate with new records. Furthermore, they emphasized that these transactions are not inherently quantum-safe; they must be sent directly to miners and only protect coins whose public keys remain undisclosed. The urgency for a more permanent solution is underscored by growing concerns over the potential risks posed by quantum computing to Bitcoin's elliptic-curve cryptography.