EP001 — Securing Agents That Use Tools (ClawGuard)

What this episode covers

AI agents that can use tools — browse the web, read files, call APIs — face a serious vulnerability called indirect prompt injection. Today we look at ClawGuard, a runtime security framework that takes a different approach than training models to refuse: it sits between the AI and its tools, checking each action against rules the user has pre-approved. The shift from behavioral to architectural security, with hospital surgical safety checklists as the cross-domain parallel.

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Frequently Asked Questions

How long is this episode of Machine's Learning?

This episode is 24 minutes long.

When was this Machine's Learning episode published?

This episode was published on April 29, 2026.

What is this episode about?

AI agents that can use tools — browse the web, read files, call APIs — face a serious vulnerability called indirect prompt injection. Today we look at ClawGuard, a runtime security framework that takes a different approach than training models to...

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