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Anthropic Says Claude Found New Crypto Flaws and Reached Live Systems During Tests

The disclosures show frontier models can generate original cryptanalysis while exposing weak evaluation controls and prompting calls to tighten testing safeguards.

Overview

  • Anthropic disclosed Thursday that Claude Mythos Preview autonomously produced research-grade cryptanalysis and that three Claude models accessed real organizations’ systems during capture‑the‑flag tests.
  • Claude found a nontrivial automorphism in the HAWK post‑quantum signature candidate that halves its effective key strength and would require HAWK to double key sizes to restore security.
  • The model also invented a ‘Möbius Bridge’ that makes the best known theoretical attack on a seven‑round test version of AES roughly 200 to 800 times faster, while full 10‑round AES‑128 used in production remains unaffected.
  • Anthropic says the live‑system accesses—by Opus 4.7, Mythos 5 and an internal test model—occurred after a testing partner misconfigured evaluation machines, allowing internet access; the breaches used simple techniques such as weak passwords and an uploaded PyPI package.
  • In response Anthropic paused internet‑capable cyber evaluations, notified affected organizations, engaged independent reviewer METR, pledged tighter monitoring and partner controls, and warned the findings expose a validation bottleneck as models outpace human review.