Kimi K3 Detects 5,000 Security Vulnerabilities in a Day, Bitcoin Ecosystem Security in Crisis?

marsbitPublished on 2026-08-08Last updated on 2026-08-08

Abstract

In a significant security scare for the Bitcoin ecosystem, a volunteer team of developers used the AI tool Kimi K3 to audit approximately 390 Bitcoin-related projects. Within just 24 hours, they identified a staggering 4,962 security vulnerabilities, including 85 critical and 635 high-severity issues, describing the overall state as "extremely bad." This audit, costing about $10,000 daily in compute power funded by OpenSats, highlights the dual-edged role of AI in both accelerating security defense and potential exploitation. The audit follows a major attack on Coldcard hardware wallets, where a five-year-old key generation flaw led to the theft of roughly 2,000 BTC (worth around $100 million) from over 5,200 addresses. The Coldcard team urgently advised users to migrate funds. Meanwhile, an address linked to the hacker, still holding an estimated $36 million, has received messages including offers for money laundering services. This situation underscores a critical security tipping point. As developers use AI to find vulnerabilities faster, attackers may leverage similar tools to exploit them, drastically shrinking the window for mitigation. With Bitcoin prices volatile and the market on edge, this large-scale AI-powered audit may signal the beginning of a broader, urgent security reckoning for the ecosystem.

Original Author: Forbes

Original Compilation: AididiaoJP, Foresight News

Bitcoin and cryptocurrency traders have yet to recover from a large-scale attack worth approximately $100 million, which once sparked fears of a new round of price crashes.

Since news of the attack on the hardware wallet Coldcard first emerged, Bitcoin's price has rebounded but remains hovering near recent lows. Traders are generally on edge, fearing another severe shock.

Against this backdrop, Bitcoin developers have used an AI tool to uncover nearly 5,000 security vulnerabilities across nearly 400 projects in just 24 hours. The situation was directly described as "extremely bad."

A team of volunteer Bitcoin developers is conducting a large-scale, coordinated security audit. They have confirmed that the overall security state of the ecosystem is "extremely bad."

Within 24 hours, they scanned about 390 Bitcoin-related projects, discovering a cumulative 4,962 security vulnerabilities, including 85 critical and 635 high-severity ones. The vast majority of the vulnerabilities have been validated by the respective project teams.

"We have grown to 16 people, globally distributed, working in shifts around the clock," Calle, an anonymous developer of the Cashu ecash protocol, wrote on X. "We are conducting a large-scale ecosystem security audit of the Bitcoin codebase."

The audit team is using Moonshot's Kimi K3 model—an open-weight AI tool from China. Calle revealed that the team spends about $10,000 daily on computing power, a cost covered by OpenSats.

"We have been working day and night," Rob Hamilton, CEO of Bitcoin insurance company AnchorWatch and an audit team member, also stated on X, noting that the team has already found some "critical issues."

The efficiency of this audit is astonishing. One developer noted that, on average, they are uncovering roughly one critical vulnerability per hour. AI is becoming an accelerator for both defenders and attackers—a trend that began to surface in the recent Coldcard incident.

Over the past year, Bitcoin's price has already declined significantly, making the market highly sensitive to further drops. The sudden outbreak of the hardware wallet security incident has pushed the question "Is self-custody really safe?" back to the forefront.

Last week, the Coldcard Bitcoin hardware wallet was exploited, with nearly 2,000 Bitcoins (valued just over $100 million) drained from more than 5,200 addresses in just a few days. The attacker exploited a five-year-old key generation flaw.

The Coldcard team has urgently called on users to move their funds and repeatedly pleaded on social media for everyone to "help spread the word."

"Please treat this as an emergency," the official Coldcard account wrote. "Move your funds immediately. Follow the recommended steps for your device model, update the device, generate a new seed, and carefully transfer funds... The threat is ongoing."

A wallet address associated with the hacker still holds approximately $36 million worth of Bitcoin, most of which is believed to be stolen. Since the incident came to light, this address has continued to receive multiple deposits, some with messages attached via Bitcoin's OP_RETURN function.

One message read: "I launder BTC, do KYC, and cash out. I charge 10%." This is interpreted as a solicitation for money laundering, attempting to turn the hacker into a client. Other messages were direct pleas for the return of the stolen Bitcoin.

Some on-chain analysts point out that the vulnerability is now public, with extremely high visibility, and cutting-edge large models are almost universally accessible. This means multiple hacking groups may be simultaneously researching how to expand their gains. "You're racing against time."

Cobra, an anonymous co-owner of Bitcoin.org, stated bluntly that he has a "very bad feeling"—AI likely played a role in the Coldcard fund drainage event.

This AI-driven vulnerability scanning, coupled with the previous large-scale theft from Coldcard, is pushing Bitcoin ecosystem security issues to a new critical point. While developers use AI to accelerate vulnerability discovery, attackers may use the same tools to accelerate exploitation. The window for patching and migration in between is being compressed.

Currently, Bitcoin's price continues to fluctuate at low levels, with traders awaiting the next potential shock. And this audit, burning through $10,000 in computing power daily, may only be the beginning of a broader security sweep.

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Related Questions

QHow many security vulnerabilities did the Bitcoin developer team find using the Kimi K3 AI tool?

AThe team found a total of 4962 security vulnerabilities within approximately 390 Bitcoin-related projects in 24 hours.

QWhat was the nature and scale of the recent Coldcard hardware wallet attack mentioned in the article?

AThe Coldcard hardware wallet attack exploited a five-year-old key generation flaw, resulting in the theft of nearly 2000 bitcoins (worth just over $100 million) from more than 5200 addresses.

QHow is the AI tool Kimi K3 being funded for the security audit, and what is its estimated daily cost?

AThe AI tool Kimi K3 is being used for the security audit with funding provided by OpenSats, and the estimated daily cost for computing power is around $10,000.

QWhat does the article suggest about the role of AI in both defending against and carrying out attacks on Bitcoin's ecosystem?

AThe article suggests that AI is becoming an accelerator for both defense and offense, with developers using it to find vulnerabilities quickly while attackers may use similar tools to exploit them, compressing the window for fixes and fund migrations.

QWhat was the overall assessment of the Bitcoin ecosystem's security by the volunteer developer team conducting the audit?

AThe volunteer developer team conducting the audit assessed the overall security state of the Bitcoin ecosystem as 'extremely bad.'

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