AI-powered crypto hacks drain $600M from DeFi as North Korea exploits surge


TL;DR

Two North Korea-linked hacks in April drained almost $600 million from DeFi protocols Drift Protocol ($285 million) and Kelp DAO ($292 million). Cybersecurity experts believe the attackers used AI to select targets and design exploits. The Kelp DAO hack triggered $9 billion in outflows from Aave in two days, exposing DeFi’s systemic fragility.

 

The two hacks came a little over two weeks apart. On 1 April, attackers drained roughly $285 million from Drift Protocol, a Solana-based derivatives exchange, after spending months posing as a quantitative trading firm to trick employees into authorising malicious transactions. On 18 April, a separate group exploited a single-verifier flaw in Kelp DAO’s cross-chain bridge and extracted approximately $292 million in wrapped ether. Between them, the heists netted almost $600 million,  and, according to blockchain forensics firm TRM Labs, accounted for 76% of all crypto hack losses in 2026 so far.

Both attacks are widely attributed to North Korea-linked groups, according to Bloomberg . What most alarmed cybersecurity researchers, however, was not the scale but the method. TRM investigator Nick Carlsen, a former FBI analyst who specialises in North Korean crypto crime, said the sophistication of the April heists makes it highly likely the attackers used artificial intelligence to select targets and design exploits. “This is all stuff North Korea never used to do,” he said.

The contagion effect

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The Drift hack was devastating for the platform itself. The attackers manufactured a fictitious token, built an inflated trading record to make it appear legitimate, and used it as collateral to drain real assets in roughly 12 minutes. Drift’s total value locked collapsed from $550 million to under $300 million within an hour. The exchange shut down and is now planning to relaunch after securing a roughly $148 million rescue package led by stablecoin issuer Tether. A smaller DeFi project called Carrot, which had routed user funds through Drift-integrated vaults, announced on 30 April that it was shuttering entirely.

The Kelp DAO hack was worse in a different way. Rather than selling the stolen funds immediately, the attackers deposited roughly $200 million of the proceeds as collateral on Aave, the largest decentralised lending protocol. That triggered a crisis of confidence: depositors, fearing the collateral backing Aave might be worthless, pulled roughly $9 billion from the platform in two days. Total value locked across all DeFi lending protocols dropped by more than $13 billion in 48 hours. Aave ended up needing a rescue of its own.

The episode illustrated a structural vulnerability that distinguishes decentralised finance from traditional banking. Transactions over blockchains cannot be reversed. There is no central authority to freeze suspicious transfers before they settle. And the interconnected nature of DeFi protocols, where one platform’s collateral is another’s liability, means a single exploit can cascade through an ecosystem of roughly $130 billion in locked assets.

The AI accelerant

Determining whether hackers used AI is not an exact science. Investigators draw conclusions based on the sophistication of an attack, the methods employed, and the speed with which targets were identified. More than half a dozen cybersecurity researchers interviewed by Bloomberg said the abrupt rise in DeFi exploits — April saw a record 28 to 30 incidents, almost doubling the previous high,  is itself a clear indicator that attackers are deploying widely available AI models.

With AI, the cost of vulnerability detection is trending to zero,” said Aneirin Flynn, chief executive of security audit firm Failsafe. The time it takes for hackers to identify a weakness in a blockchain protocol has been compressed from months to days or even hours, he said.

Anthropic’s own research supports the premise. In December, the company published a study showing that more than half of blockchain exploits carried out in 2025 “could have been done autonomously” using AI agents. What the researchers called “potential exploit revenue” had been doubling every 1.3 months, and the average cost of scanning a smart contract for vulnerabilities had fallen to $1.22. A separate test by engineers at a16z, the largest crypto venture capital firm, found that an AI trained on past DeFi hacks “always found the vulnerability” in a given protocol, though it could not yet fully design a profitable exploit without human assistance.

The Mythos question

Hanging over the industry is Anthropic’s Mythos, the AI model the company has withheld from wide release because of its cybersecurity capabilities. In testing, Mythos autonomously discovered thousands of previously unknown zero-day vulnerabilities across every major operating system and web browser, including a flaw in OpenBSD that had gone undetected for 27 years. Anthropic chose to limit access to a handful of major technology companies and banks through what it calls Project Glasswing, rather than releasing the model publicly.

There is no evidence that the April hackers had access to Mythos. But the model’s existence underscores a broader anxiety: if existing, publicly available AI tools are already capable of accelerating crypto heists to this degree, what happens when more powerful models, whether Mythos or its successors, inevitably leak or are replicated? In November, Anthropic disclosed that attackers had manipulated its Claude model to target roughly 30 entities including technology companies, financial institutions, and government agencies, succeeding in a small number of cases. In April, reports emerged that unauthorised users had gained access to the restricted Mythos model itself.

Building defences

The urgency to respond is mounting. Failsafe’s Flynn said several clients are installing software that continuously scans devices connected to a network and alerts managers to suspicious patterns. Yuan Han Li, a partner at crypto venture firm Blockchain Capital, has called for circuit breakers that would pause or limit transactions beyond a certain threshold. Jupiter, a Solana-based trading venue, is rolling out a similar mechanism more widely. Aave is expanding its risk framework for collateral to include cybersecurity factors, according to its chief legal and policy officer, Linda Jeng.

But TRM’s Carlsen argues that purely defensive measures are ultimately insufficient against state-backed attackers armed with AI. “You don’t win this kind of campaign playing defense,” he said. The only viable response, in his view, is to turn the hackers’ own methods against them and pursue the stolen funds aggressively. “They need to be hacked.”

The crypto industry has lost billions to exploits over the past several years, and North Korea’s share of global hack losses has risen from below 10% in 2020 to 76% through April 2026, according to TRM Labs. The Drift and Kelp DAO heists suggest the threat is not plateauing. It is accelerating, and the defenders are still catching up.



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Recent Reviews


If you are a book purist, you might scoff when I recommend an e-reader instead of buying physical books, and I won’t blame you. The allure of the smell of pages, the weight of the book in my hands, the whole ritual, is hard to resist. 

However, if you allow me some leeway to convince you, there’s a strong argument to be made against physical books and in favor of using e-readers. So let me make the case for e-readers, because once you understand what you’ve been missing, it’s hard to go back.

Your entire library fits in your bag

This is the most obvious advantage, but it doesn’t get enough credit. I always read more than one book at a time, and carrying two or three physical books around is not realistic. Thick books alone are a chore to carry.

With an e-reader, you carry hundreds of books in a slim package. Switching between titles takes a second. If you travel frequently, this alone is reason enough to make the switch.

A thousand-page hardcover is great for your bookshelf but terrible for your commute.

Fat books are a workout, not a reading experience

If, like me, you are into fantasy books, you know they can be a behemoth to handle. You have to constantly shift how you’re holding it, find a way to keep it open, and somehow also stay comfortable. Thin books are fine, but the moment a book crosses a certain thickness, it starts working against you.

An e-reader weighs the same regardless of whether you’re reading a short novel or a massive fantasy series. That’s it. Whether I am reading The Count of Monte Cristo or the next book in Brandon Sanderson’s The Stormlight Archive series, my Supernote Nomad remains the same. 

Reading at night without waking anyone up

I do a lot of my reading at night, and this is where physical books completely fall apart for me. Lamps and book lights never feel comfortable. The light is never quite right, and if you share a room with someone, the whole setup becomes a problem.

Most e-readers, including Kindles, have a built-in backlight that you can dim to whatever level feels right. You can even switch to warm light mode, making it easier on your eyes. 

I’ve read at 3 AM with the brightness all the way down, and it felt completely natural. No lamp and no squinting required. 

Look up any word without losing your place

English is not my first language, and even for native speakers, encountering an unfamiliar word in the middle of a chapter is common. With a physical book, your options are to grab your phone and look it up, which almost always leads to distraction, or skip it and lose a bit of meaning.

On a Kindle or most other e-readers, you tap the word and the definition appears instantly. You can translate it, add it to a vocabulary list, and get back to reading in seconds. I look up far more words now than I ever did with physical books, and my reading comprehension is genuinely better for it.

Taking notes you’ll actually use later

I used to annotate physical books with a pen, and those notes would just sit there on the page, never to be seen again. Transferring them somewhere useful took more effort than I was ever willing to put in.

With my Supernote Nomad, I can use its Digest feature to clip what I am reading and quickly add any additional handwritten notes. I can then export those notes to Obsidian and process them. 

If you use any e-reader, highlighting a passage and adding a note will take a couple of seconds. Most e-readers also aggregate all your highlights and notes in one place, allowing you to quickly riffle through your notes without flipping pages. 

With physical books, my notes died on the page. With an e-reader, they became something I actually use.

Since these are digital notes, you can process them into your note-taking app to further digest the material.

Books are cheaper and easier to buy

Buying physical books is always more expensive than getting the digital version. Also, since most publishers are phasing out mass-market paperbacks, we are left with trade paperback and hardcover options, which may look better but also cost significantly more.

E-books don’t have that problem. I have purchased several books at less than half the price I would have paid for a physical version. Also, most of the time, e-books are on sale, making them even more affordable. 

And when you find a book you want to read at midnight, you don’t have to wait for a delivery or drive to a store. You buy it and start reading immediately. The convenience is hard to overstate once you get used to it.

Should you switch?

If you love the experience of physical books, the covers, the smell, the shelf aesthetic, that’s a completely valid reason to stick with them. There’s nothing wrong with it. I myself am curating my own bookshelf, and there will always be a place for those special books. 

But for convenience and ease of discovery and reading, I recommend you at least invest in one e-reader. It’s also one of the best times to buy them, as you can get good options around $100

Since these are e-readers, you don’t even need to upgrade them as often as your phone. If you don’t accidentally break them, they can easily last 5-6 years, making them worth the investment.



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