Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions

Explain Like I'm Normal

Researchers are proposing 'isolation' as the core safety framework for LLM agents to prevent prompt injection and tool misuse. Instead of just filtering text, this approach treats agent components like secure operating system processes to stop malicious code from spreading. It's a shift from 'alignment' (making models nice) to 'architecture' (making systems secure).