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Home » Anthropic’s Claude cracks a 25-year NSA curve mystery, what it means for bitcoin
Crypto

Anthropic’s Claude cracks a 25-year NSA curve mystery, what it means for bitcoin

By October 17, 2026No Comments2 Mins Read
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Anthropic’s Claude cracks a 25 year NSA curve mystery, what it
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Claude’s Breakthrough in Decrypting a Long-Standing Mystery

In a significant development this month, an employee of Anthropic directed an internal research model, Claude, to delve into a theory concerning the origins of certain cryptographic seeds without the bias of previous hypotheses. This investigation has led to a remarkable breakthrough in a mystery that has persisted for over 25 years.

In just under thirty minutes, Claude managed to trace five National Institute of Standards and Technology (NIST) curve seeds back to lrand48, a random number generator utilized in older C programming libraries. The results revealed that Claude could reproduce the sequence associated with P-256, a widely adopted elliptic curve. The key finding was that Claude identified a precise match for its documented seed at the 1,842nd candidate examined.

“Wow, it’s a real discovery.”

How Claude solved the NSA’s 25-year-old number mystery. (Shaurya Malwa/CoinDesk)

This breakthrough means that anyone can now replicate the program to retrieve the numbers that were originally supplied by the NSA. According to Anthropic, this discovery reduces the likelihood of any underlying weaknesses in the cryptographic process, although questions remain unresolved regarding the choice of other components in the curves or why some viable candidates were overlooked during the analysis.

The predictability associated with the lrand48 generator poses significant risks, particularly in digital wallet applications. If a secret key were generated using this method, it could potentially be reconstructed by an individual who estimates the time frame of its creation—this could grant unauthorized access to financial assets stored within the wallet, leading to severe repercussions.

25Year Anthropics Bitcoin Claude Cracks curve Means Mystery NSA
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