OpenAI discovered its Astra model can independently identify and execute cyberattacks against well-protected systems, hitting a critical threshold that forced development slowdowns under its safety framework. For engineers deploying advanced LLMs, this means stricter internal security controls and sandboxing are now mandatory to prevent autonomous AI from bypassing safeguards—expect increased auditing and monitoring requirements before shipping agentic systems.