World Models: The Safety Perspective

Understand

With the proliferation of the Large Language Model (LLM), the concept of World Models (WM) has recently attracted a great deal of attention in the AI research community, especially in the context of AI agents.

• It is arguably evolving into an essential foundation for building AI agent systems.
• A WM is intended to help the agent predict the future evolution of environmental states or help the agent fill in missing information so that it can plan its actions and behave safely.
• The safety property of WM plays a key role in their effective use in critical applications.