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Crypto braces for "bunker mode" as OpenAI pushes deeper into mathematics

OpenAI dropped more than 700 math papers. Now an Ethereum researcher wants crypto holders to prepare for "bunker mode."

08 October 20265 min read
Igor Omilaev/Unsplash

OpenAI dropped more than 700 math papers, and now an Ethereum researcher wants crypto holders to prepare for "bunker mode."

Justin Drake, an Ethereum Foundation researcher, is urging crypto holders to prepare for what he calls "bunker mode" after a new OpenAI math release reignited fears that AI could eventually find shortcuts through the mathematics protecting digital wallets.

But first things first. No working attack has been demonstrated so far.

Drake's warning, posted on Oct. 7 in an X post, is about what could happen if AI systems become good enough at mathematics to uncover weaknesses that human cryptographers have missed for decades.

The basic risk reaches deeper than malware or a stolen recovery phrase.

  • A wallet's private key authorizes spending.
  • Its public key lets a blockchain verify those signatures without revealing the secret.
  • That system works because deriving the private key from the public one is assumed to be computationally impractical.

But if an AI-assisted mathematical breakthrough changed that assumption, an attacker could potentially recreate a signing key and approve withdrawals without ever touching the victim's device.

OpenAI gave cryptographers a new headache

Drake posted his warning a day after OpenAI released more than 700 mathematical manuscripts grouped into 372 families of results. Some of the results include computer-checkable proofs.

  • OpenAI also cautioned that manuscripts without formal verification could still contain errors.

Drake called the release evidence that "mathematical superintelligence is upon us" and argued that the same kind of progress could eventually expose mathematical shortcuts in elliptic-curve cryptography.

Vitalik Buterin, Ethereum's co-founder, followed with his own Oct. 7 post on X, saying AI could also weaken lattice-based cryptography, a family of techniques used in some systems being developed to withstand quantum computers, and adding that its practical security could take "serious hits" over the next two years.

"I don't recommend anyone scramble to move their funds to new wallets today. But we should take the risks to cryptography from AI-accelerated math seriously, and minimize our exposure to not just quantum-vulnerable cryptography, but also potentially AI-vulnerable cryptography."

Vitalik Buterin

His concern is broader than crypto as public-key cryptography also sits underneath secure messaging, websites, VPNs and other digital systems.

Scott Aaronson, a theoretical computer scientist at the University of Texas at Austin, raised a separate point in his Oct. 7 blog post called "The Mathocalypse."

Aaronson wrote that, according to his sources, AI companies have started "gingerly and discreetly" testing whether their latest internal models can break important cryptographic protocols and primitives.

He didn't identify the companies or describe any successful break.

"[...] my sources tell me that the AI companies have now started, gingerly and discreetly, investigating whether their latest internal models can break important cryptographic protocols and primitives. If they can, then it would certainly be nice to get ahead of things before the rest of the world figures out the same."

Scott Aaronson

Arthur Breitman, the Tezos co-founder, then speculated on X that the lack of major cryptography results in OpenAI's release could itself mean some work was being withheld.

Breitman provided no evidence that OpenAI or another lab has found a way to break wallet cryptography.

No evidence ECDSA has been broken

Drake described "months not years" as a worst-case timeline rather than a forecast.

His example assumes that a new mathematical method could let a large cluster of conventional computers recover a private key in roughly a week. But that calculation is hypothetical and Drake didn't point to any existing algorithm capable of doing it.

Yehuda Lindell, Coinbase's head of cryptography, also disputed the inference in an X thread, saying there is "no evidence whatsoever" that such a break is close.

Lindell argued that AI solving difficult mathematical problems doesn't establish that the particular problems used in modern cryptography have efficient solutions waiting to be discovered.

Different chains, different problems

Bitcoin and ordinary Ethereum wallets use elliptic-curve signatures, including ECDSA, to prove that a transaction was approved by the holder of the correct private key.

Bitcoin's newer Schnorr signatures, introduced in 2021 via the Taproot soft fork upgrade, also rely on elliptic curves. So if a mathematical breakthrough substantially weakened the underlying curve problem, both systems could be affected.

Drake's proposed precaution is to keep most funds in fresh addresses whose public keys haven't yet been exposed.

That can work on Ethereum because a normal Ethereum address is derived from a hash of the public key. The public key generally becomes recoverable once that wallet signs a transaction.

Some Bitcoin address types offer similar protection before spending. Taproot addresses are different because they already expose a public key.

Solana works differently
According to Solana's documentation, a standard wallet address is the wallet's Ed25519 public key, while an Ethereum address is derived from a hash of its public key.

So moving funds to a fresh Solana wallet doesn't keep that public key hidden the way a fresh Ethereum address or some Bitcoin addresses can.

Jacob Creech, vice president of technology at the Solana Foundation, said on X that Solana instead has a "defined path forward."

  • Creech pointed to a possible recovery mechanism in which the original seed used to derive a compromised signing key could remain secret.
  • A future network change could then allow the owner to prove knowledge of that seed and replace the exposed key.

The Anza prototype he linked to, however, describes its current approach as a "temporary engineering compromise" and says the complete version isn't yet practical.

Fresh addresses may buy time, not certainty

Even on Bitcoin and Ethereum, moving to an unused address isn't a permanent shield since spending from that address can expose its public key again. The protection also assumes that the hash function used to conceal the public key remains secure.

Lindell has challenged the assumption that hashes should automatically be treated as safer against unknown AI-driven attacks, pointing to hash functions that were once considered secure and later weakened.

Dankrad Feist, a researcher at payments blockchain Tempo and a former Ethereum Foundation researcher, raised another issue in an X response.

If a cryptographic break allowed attackers to drain exposed wallets across an entire blockchain, Feist argued that coins kept safely in an unexposed wallet might still lose their market value.

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Takeaways

OpenAI dropped more than 700 math papers. Now an Ethereum researcher wants crypto holders to prepare for "bunker mode."