Agent Guide introduces a breakthrough framework for embedding behavioral watermarks in AI agents, enabling traceability and accountability in digital ecosystems.

• Creates behavior-level watermarks that overcome limitations of token-based LLM watermarking
• Enables agent tracing across platforms without compromising performance
• Provides a security mechanism for identifying potential malicious agents
• Offers a scalable solution for agent accountability in complex digital environments

This research addresses critical security concerns as intelligent agents become more prevalent in social media and other digital platforms, helping organizations protect digital assets while maintaining transparency.

Agent Guide: A Simple Agent Behavioral Watermarking Framework