CASCADE: A Component Ablation and Corpus Audit of a Layered Local Defense for MCP-Based Systems
The episode reviews the paper 'CASCADE,' a layered defense architecture for AI systems. Hosts discuss how this local, three-tiered system detects sophisticated attacks like prompt injection by auditing transitions between layers. They conclude that verifiable, internal auditing is essential for building trustworthy and robust AI agents.