EPISODE · May 30, 2026 · 8 MIN

EP216: Defending AI Agents

from Learning GenAI via SOTA Papers - Video · host Yun Wu

Title: MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow MemorySource: http://arxiv.org/abs/2605.03228v1Summary:MAGE introduces the 'shadow memory' abstraction, a novel defensive framework that maintains a safety-focused agentic memory to counter long-horizon threats. It establishes a new paradigm for agentic safety by enabling models to proactively assess risk across extended execution trajectories.

Episode metadata supplied by the publisher feed · Published May 30, 2026

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EP216: Defending AI Agents

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