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The Cryptonomics™ > Bitcoin > Dragonfly’s Haseeb Qureshi Says $2 AI Audit May Have Caught Coldcard Flaw
Bitcoin

Dragonfly’s Haseeb Qureshi Says $2 AI Audit May Have Caught Coldcard Flaw

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Last updated: August 4, 2026 11:19 pm
admin Published August 4, 2026
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Dragonfly’s Haseeb Qureshi Says  AI Audit May Have Caught Coldcard Flaw


Contents
Key TakeawaysColdcard Flaw May Push Crypto Corporations to Take a look at Each Launch With AIVulnerability Was Reportedly Discovered Inside MinutesSmaller Safety Distributors Face Rising StressAI Assault Freezes Boltz, Rattles Lightning Community CustomersAI Assault Freezes Boltz, Rattles Lightning Community CustomersAI Assault Freezes Boltz, Rattles Lightning Community Customers

Key Takeaways

  • Coldcard mounted a seed flaw on July 31 after AI reportedly discovered it in 8 minutes.
  • Haseeb Qureshi says $2 AI audits may favor crypto companies with deeper safety budgets.
  • Qureshi urged frontier AI checks on each launch as flaw discovery falls to minutes.

Coldcard Flaw May Push Crypto Corporations to Take a look at Each Launch With AI

Synthetic intelligence is making vulnerability discovery so low-cost that safety might more and more depend upon how a lot firms are prepared to spend earlier than attackers do.

That’s the warning from Dragonfly managing companion Haseeb Qureshi after AI fashions reportedly rediscovered a essential weak spot in Coldcard’s bitcoin pockets firmware inside minutes.

“Cybersecurity is now all about spend,” Qureshi wrote on X. The important thing query, he mentioned, is how a lot builders put money into AI-based testing in contrast with potential attackers.

Supply: @Hosseeb on X

Coldcard disclosed an entropy flaw affecting seeds created with sure firmware variations. The bug brought on some units to depend on a deterministic software program generator as an alternative of the meant {hardware} supply of randomness. Coinkite launched emergency updates on July 31 and informed affected customers to create new seeds and transfer their funds. Putting in new firmware alone doesn’t restore an outdated seed.

Vulnerability Was Reportedly Discovered Inside Minutes

One check reportedly discovered the flaw with Anthropic’s Claude Code after about eight minutes. Qureshi cautioned that the outcome might have been influenced by web entry, which may have uncovered the mannequin to present details about the bug. A separate check disabled internet entry and used GLM 5.2. It reproduced the vulnerability in roughly 20 minutes.

Medusa Onchain on X screenshot
Supply: Medusa Onchain on X

Primarily based on the mannequin’s enter and output prices, he estimated that the audit value about $2. “$2 of AI hardening would’ve caught this bug. There isn’t any excuse for this,” he remarked. Qureshi proposed a brand new measure known as Price of Discovery, or CoD. The metric would estimate how a lot it prices a frontier AI mannequin to independently reproduce a vulnerability.

Smaller Safety Distributors Face Rising Stress

The episode might have wider penalties for the {hardware} pockets market.

Qureshi argued that bigger distributors can have a bonus as a result of they will spend extra on automated testing, audits, and launch hardening. Smaller firms might wrestle to match attackers who can scan code repeatedly at little value.

Startups constructing wallets, good contracts or different merchandise that shield cash ought to run AI safety opinions earlier than each launch, he really helpful.

Qureshi additionally challenged a typical assumption about open-source safety. Public code can shield customers from malicious builders, he mentioned, however it doesn’t routinely shield them from attackers.

AI can serve each side. It lowers the value of discovering vulnerabilities, however it additionally provides builders stronger defensive instruments.

“We have now no selection however to adapt,” Qureshi mentioned.

AI Attack Freezes Boltz, Rattles Lightning Network Users

AI Assault Freezes Boltz, Rattles Lightning Community Customers

Boltz, an organization that lets folks transfer bitcoin between the principle blockchain, the Lightning Community, and the Liquid sidechain, shut…

Learn Now

AI Attack Freezes Boltz, Rattles Lightning Network Users
Bitcoin.com News

AI Assault Freezes Boltz, Rattles Lightning Community Customers

Boltz, an organization that lets folks transfer bitcoin between the principle blockchain, the Lightning Community, and the Liquid sidechain, shut…

Learn Now

AI Attack Freezes Boltz, Rattles Lightning Network Users
Bitcoin.com News

AI Assault Freezes Boltz, Rattles Lightning Community Customers

Learn Now

Boltz, an organization that lets folks transfer bitcoin between the principle blockchain, the Lightning Community, and the Liquid sidechain, shut…



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