Beyond the Guardrails: AI Autonomy, Containment, and the Cost of Lab Rat AI
- invurion

- Jul 30
- 4 min read
While frontier AI systems move from passive tools to autonomous actors, cybersecurity must evolve from access control to behavioral containment.


While frontier AI systems move from passive tools to autonomous actors, cybersecurity must evolve from access control to behavioral containment.