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20.10.2026 15:30

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Artificial intelligence discovers the origin of controversial cryptographic curves

In less than half an hour, artificial intelligence has explained the origin of controversial seed numbers for cryptographic curves handed over by the NSA in the 1990s. Experts have unsuccessfully investigated this security puzzle for 25 years, as many suspected deliberate side entrances.
Photo: Pixabay
Photo: Pixabay

Much of modern Internet traffic relies on elliptic curve cryptography, which allows users to prove ownership of a private key without revealing its contents. Trust in these security mechanisms is crucial, but the circumstances surrounding the creation of some standards have long been shrouded in mystery. In 2000, the US National Institute of Standards and Technology (NIST) adopted curves proposed by the National Security Agency (NSA), with official sources not explaining the origin of their initial parameters. Subsequent revelations of intelligence agencies' efforts to influence cryptographic standards quickly raised suspicions that the constants were chosen to facilitate possible future breaches.

Years of independent researchers' efforts, including the offering of cash prizes for solving the puzzle, have not yielded an answer for a long time. The breakthrough came only recently, when a researcher from the company Anthropic entrusted one of its research artificial intelligence models with the task of analyzing this data. In less than half an hour, the artificial intelligence managed to connect the origin of the disputed parameters with a simple pseudorandom number generator from older libraries of the C programming language, which used timestamps from 1997 and 1998 as the initial seed. The discovery reassured some of the expert public, as it suggests that the selection of parameters was most likely not a complex conspiracy, but a much more mundane process. Nevertheless, the case clearly highlights the importance of transparency in the creation of security standards.

Interestingly, Bitcoin has never been part of this debate, as its cryptography is based on a much simpler equation with a very limited number of adjustable parameters, which greatly reduces the possibility of hidden flaws being built in. However, experts warn that the biggest long-term risk to modern cryptographic systems is quantum computers. Although the development of such hardware is progressing rapidly, the technology is not yet developed enough to pose a direct threat to existing cryptographic keys. A cash reward of approximately €33,700, announced for the solution to this long-standing puzzle, will be donated to a non-profit organization in the field of cybersecurity.


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