AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Researchers introduced AgentDoG 1.5, a lightweight safety alignment framework for AI agents.

It expands the threat taxonomy for new execution risks and uses taxonomy-guided data cleaning plus small-scale training to build compact models.

The system can be trained with about 1,000 samples and deployed efficiently as a real-time guardrail in interactive agent environments.

This makes it a scalable approach to reducing risk in real-world agentic systems.