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Bitcoin Red Team Leverages Chinese AI to Identify Vulnerabilities

The Bitcoin Red Team is using AI from China to detect vulnerabilities in Bitcoin projects, uncovering thousands of security issues.

Mercation Admin
August 13, 2026 1 min read
Bitcoin Red Team Leverages Chinese AI to Identify Vulnerabilities

Bitcoin Red Team Leverages AI for Vulnerability Detection

The Bitcoin Red Team is harnessing Chinese AI technologies to identify security vulnerabilities in Bitcoin projects. This initiative aims to enhance the security of the Bitcoin ecosystem by thoroughly scanning various projects, including wallets and software libraries.

Led by a pseudonymous developer known as Calle, the team employs advanced AI models, including the Kimi K3 from Moonshot AI and GLM 5.2 from Z.ai, to conduct these scans. Calle emphasized that while they face challenges, the team is making significant progress in uncovering issues. "We’ve essentially completed a preliminary scan of nearly all Bitcoin open source," Calle remarked. "The easy targets have been addressed."

In their latest findings, the Red Team reported a total of 4,962 issues across 390 projects, with 85 classified as critical and 635 as high severity. Developers have confirmed several of these vulnerabilities, although specific project details remain undisclosed. Calle noted that the response speed varies among projects, underlining the importance of timely action.

As the team continues its work, they have cautioned against reliance on projects that are not actively maintained, highlighting the heightened security pressures on developers. Calle also remarked on the complexities involved in reviewing Lightning software, which has proven to be particularly challenging.

Despite the difficulties, Calle remains optimistic about the outcome of the audits, positing that they will ultimately fortify Bitcoin's software. "Bitcoin is the obvious first target, but the rest of the world will follow soon," he stated, suggesting that challenges can lead to improvements in the long run.

Bitcoin Red Team Uses Chinese AI to Identify Vulnerabilities — Mercation