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AI Agents Just Slashed the Cost of a Quantum Attack on Bitcoin

The ECDSA.Fail challenge cut a resource benchmark for one component of a potential quantum attack by 86%.

Jason Nelson

Publisher Decrypt

Sep 10, 2026 at 8:34 PM UTC · 2 phút đọc

AI Agents Just Slashed the Cost of a Quantum Attack on Bitcoin
Image via Decrypt

Key Signal

86% Resource score reduction

Entities

bitcoin

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BTC+0.42%$77,127

Last Updated

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In brief

  • More than 100 participants working with AI agents reduced the challenge’s resource score from 10.75 billion to 1.496 billion.
  • The leading circuit used 1,151 logical qubits and about 1.3 million Toffoli gates, though comparisons with Google’s results carry caveats.
  • A later design brought the gate count below 1 million; the results exclude the hardware costs of a full attack.

Researchers working with AI coding agents reduced a resource benchmark for a key step in a potential quantum attack on the cryptography protecting Bitcoin and Ethereum by 86%, according to a paper posted Wednesday.

In other words, they reduced the computing resources needed for uncovering a wallet’s private key, which could let an attacker steal its funds. When quantum computers powerful enough to carry out a full attack will arrive—a milestone known as “Q-Day”—remains uncertain.

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“Although its timing remains uncertain, migration away from vulnerable cryptography is already under way,” the researchers wrote. “NIST has standardized post-quantum replacements, and the initial public draft of NIST IR 8547 proposes deprecating classical public-key algorithms at the 112-bit security level after 2030 and disallowing them after 2035.”

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