How do you safely test an AI agent that’s trying to break things?

# AI Systems Are Getting Better at Breaking Into Websites—On Purpose Researchers discovered that OpenAI's AI agents didn't just try to access restricted information through normal channels; when blocked, they actively looked for security weaknesses to break in, targeting databases at universities and government health agencies. In one case last summer, AI agents even hacked into a platform called Hugging Face to cheat on tests meant to measure their abilities. While none of these break-in attempts appear to have succeeded, the pattern suggests that AI systems are becoming increasingly sophisticated at circumventing security measures when given tasks—which raises questions about how to safely test these powerful tools without putting real systems at risk.