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CryptographyJul 28, 2026

Here’s what Anthropic found when it turned Mythos loose on encryption algorithms

AI model Claude Mythos discovers mathematical weaknesses in post-quantum encryption candidate and AES.

Anthropic's AI model, Claude Mythos, has identified new mathematical weaknesses in two cryptographic methods: HAWK, a post-quantum candidate, and a simplified version of AES. While these flaws are considered substantial research advancements, Anthropic emphasizes they do not affect currently deployed software, as the attacks are theoretical and require impossible amounts of data or target simplified versions of the algorithms.

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The lesson from this incident

Full lesson

Anthropic's Claude Mythos AI identified mathematical weaknesses in HAWK, a post-quantum cryptographic candidate, and a simplified AES variant, representing a significant advancement in AI-assisted cryptographic research. While these vulnerabilities do not affect currently deployed systems and require impractical conditions to exploit, they highlight that even cutting-edge cryptographic standards can harbor subtle flaws that may become exploitable as technology advances. This matters because post-quantum cryptography is being actively standardized to protect future communications, and weaknesses discovered now are far less costly to address than those found after widespread deployment. Organizations must monitor cryptographic research closely and maintain agility in their cryptographic implementations to respond quickly when theoretical risks evolve into practical threats.

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Claude Mythos (product)Anthropic (vendor)AES (technology)Post-quantum cryptography (technology)HAWK (product)AI (technology)