EP216: Defending AI Agents - Learning GenAI via SOTA Pape...

What this episode covers

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.

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Frequently Asked Questions

How long is this episode of Learning GenAI via SOTA Papers - Video?

This episode is 8 minutes long.

When was this Learning GenAI via SOTA Papers - Video episode published?

This episode was published on May 30, 2026.

What is this episode about?

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...

Can I download this Learning GenAI via SOTA Papers - Video episode?

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