security-model

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.