Agentic AI is becoming more capable, but recent cybersecurity evaluations show that the systems used to test it are struggling to keep pace. In less than a month, OpenAI, Anthropic, and Meta disclosed separate incidents in which AI models reached real-world systems during controlled security tests. The cases raise questions about whether model developers have adequate containment, monitoring, and other safeguards.

OpenAI said it temporarily paused reinforcement-learning training for two weeks and is keeping its largest planned frontier RL run on hold while it strengthens its safeguards. The company said preliminary evidence indicates that its…

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