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HP Labs tech report by Tyler Close arguing the ACL access model cannot make correct decisions in interactions involving more than two principals, linking this limitation to problems like CSRF, clickjacking, and the Confused Deputy.
Aikido introduces Altar, an open-weight security model derived from GLM-5.3 and optimized for efficient deployment in sovereign security environments, enabling local inference without external dependencies.
This article critically analyzes Maetra's AI governance control plane, highlighting its opt-in enforcement model and structural limitations, especially for agents operating without API calls, with implications for AI security and regulatory compliance.
Cogent released VR-1, a frontier cyber reasoning model that autonomously discovers and executes multi-step enterprise attack chains, achieving over 2x pass@3 on the IntrusionBench benchmark compared to existing frontier models.