Stronger AI Safety Requires Peeking Inside the 'Black Box'

Published on July 28, 2026

Researchers propose focusing on identification of certain cognitive elements in LLMs that indicate when AI systems may take an unwanted action.

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Claude AI Just Cracked a Post-Quantum Test Scheme and Found a Faster 7-Round AES Attack

July 28, 2026
Anthropic says Claude Mythos Preview helped derive an end-to-end key-recovery attack against HAWK-256 and a 200- to 800-fold speedup for an attack on seven-round AES-128.The HAWK attack exploits a previously unused symmetry in the lattice behind the signature scheme. Anthropic's released implementation gives an expected end-to-end runtime of about three hours and 42 minutes on a 96-core server

When AI Agents Escape Sandboxes, Old Security Rules Apply

July 28, 2026
OpenAI's recent AI agent sandbox escape proves traditional security principles matter more than ever: limit access, isolate execution, log everything.