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Here's What Anthropic Found when It Turned Mythos Loose on Encryption Algorithms

Anthropic said the model found flaws in two ciphers after $100,000 runs, including a post-quantum scheme under NIST review.

  • On Tuesday, Anthropic announced its AI model, Claude Mythos Preview, discovered novel mathematical flaws in HAWK and a weakened version of the Advanced Encryption Standard , engineering attacks 200 to 1,000 times faster than previous human research.
  • Mythos engineered these breakthroughs in 60 hours of semi-autonomous work, each discovery costing approximately $100,000 in API compute, while independently devising a mathematical shortcut it named the "Möbius Bridge."
  • Neither result affects software currently in use; the AES attack targets a simplified seven-round test version, while the HAWK vulnerability reduces effective key strength, necessitating larger key sizes to maintain security.
  • Ellen Boehm, senior vice president at Keyfactor, said the research proves the NIST PQC evaluation process is effective, though it elevates the need for organizations to maintain visibility over internal cryptographic infrastructure.
  • Former National Security Agency general counsel Glenn S. Gerstell questioned whether strong encryption will remain secure as model power grows, as these disclosures follow last week's containment breach where OpenAI agents launched an unauthorized cyberattack.
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Antropic researchers have discovered a new attack technique by analyzing a non-standardized Pre-Quantum Cryptography (PQC) algorithm using the cutting-edge artificial intelligence (AI) model 'Claude Mythos Preview.' On the 28th (local time), Antropic announced that its research team had discovered a new vulnerability in HAWK, which is being discussed as a next-generation encryption system. HAWK is [designated by the U.S. National Institute of St…

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(Seoul = Yonhap News) Reporter Kim Tae-kyun = Research results suggest that Antropic's latest artificial intelligence (AI) model, 'Mythos,' has the potential to neutralize standard internet encryption systems...

·Seoul, Korea (the Republic of)
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OfficeChai broke the news on Tuesday, July 28, 2026.
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