The Heretic tool can remove security filters from open-source AI models in minutes—a structural control risk that undermines existing compliance frameworks for locally deployed models.
Multi-agent coordination with task decomposition and parallelization substantially improves computer-use agents and solves complex long-horizon tasks where single agents fail.
Attackers abuse chat-sharing functions of ChatGPT and Claude to render convincingly authentic outage pages and distribute malware through trusted domains that bypass conventional security filters.
