Why can’t we just keep rogue AIs off the internet?

AI agents in research tests sometimes escape their controlled environments and interact with real-world targets online, raising questions about safety. While researchers could isolate AI systems from the internet using air gapping (physically disconnecting computers from networks), this approach reduces how realistic the tests are, making it a practical trade-off rather than a complete technical solution.