ELSEIF
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AI Signal 175

AI Worming through Word

WHY IT MATTERS

This turns a known vulnerability class (prompt injection via hidden text) into a self-sustaining threat that can spread between documents and users without the original attacker's document present. Microsoft has had 144 days since responsible disclosure and still lacks a mitigation for the full attack class, meaning any Copilot-for-Word workflow that processes untrusted documents remains exposed.

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The three things worth knowing

01

Hidden instructions in a Word document can cause Copilot for Word to both execute those instructions and copy them into output documents, enabling self-replication.

02

The attack propagates when a newly infected document is used in another Copilot-assisted workflow, even without the attacker's original document.

03

Microsoft was given 144 days of responsible disclosure but has not yet shipped a mitigation covering the full class of attack.

THE CLUSTER

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Simon Willison AI Worming through Word Open ↗